2025-08-26T20:04:53.4501070Z Current runner version: '2.328.0' 2025-08-26T20:04:53.4504029Z Runner name: 'linux.rocm.gpu.gfx942.1-ccq8d-runner-9zsz2' 2025-08-26T20:04:53.4504387Z Runner group name: 'default' 2025-08-26T20:04:53.4504793Z Machine name: 'linux' 2025-08-26T20:04:53.4505865Z ##[group]GITHUB_TOKEN Permissions 2025-08-26T20:04:53.4506967Z Contents: read 2025-08-26T20:04:53.4507184Z Metadata: read 2025-08-26T20:04:53.4507388Z ##[endgroup] 2025-08-26T20:04:53.4508504Z Secret source: Actions 2025-08-26T20:04:53.4508769Z Prepare workflow directory 2025-08-26T20:04:53.4767687Z Prepare all required actions 2025-08-26T20:04:53.4787834Z Getting action download info 2025-08-26T20:04:53.8125172Z Download action repository 'pytorch/pytorch@main' (SHA:9f6e1b8730d6a7a7d012be90ae08674294aa4933) 2025-08-26T20:04:56.0090054Z Download action repository 'aws-actions/configure-aws-credentials@ececac1a45f3b08a01d2dd070d28d111c5fe6722' (SHA:ececac1a45f3b08a01d2dd070d28d111c5fe6722) 2025-08-26T20:04:56.3551373Z Download action repository 'aws-actions/amazon-ecr-login@062b18b96a7aff071d4dc91bc00c4c1a7945b076' (SHA:062b18b96a7aff071d4dc91bc00c4c1a7945b076) 2025-08-26T20:04:56.6858817Z Download action repository 'pytorch/test-infra@main' (SHA:0192d56cb596bb73b125bd368553908cc5c513f0) 2025-08-26T20:04:57.2069468Z Download action repository 'actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02' (SHA:ea165f8d65b6e75b540449e92b4886f43607fa02) 2025-08-26T20:04:57.6669865Z Getting action download info 2025-08-26T20:04:57.7832775Z Download action repository 'actions/checkout@v4' (SHA:08eba0b27e820071cde6df949e0beb9ba4906955) 2025-08-26T20:04:58.1401760Z Getting action download info 2025-08-26T20:04:58.2588429Z Download action repository 'nick-fields/retry@v3.0.0' (SHA:7152eba30c6575329ac0576536151aca5a72780e) 2025-08-26T20:04:58.5948054Z Getting action download info 2025-08-26T20:04:58.7233296Z Uses: pytorch/pytorch/.github/workflows/_rocm-test.yml@refs/heads/main (262640fd220236042fbf4443cc163c8838c84c3d) 2025-08-26T20:04:58.7235166Z ##[group] Inputs 2025-08-26T20:04:58.7235322Z build-environment: linux-noble-rocm-py3.12-mi300 2025-08-26T20:04:58.7235983Z test-matrix: {"include": [{"config": "default", "shard": 1, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}, {"config": "default", "shard": 2, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}, {"config": "default", "shard": 3, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}, {"config": "default", "shard": 4, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}, {"config": "default", "shard": 5, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}, {"config": "default", "shard": 6, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}]} 2025-08-26T20:04:58.7236760Z docker-image: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-noble-rocm-n-py3-16b1c8d10f4f7ec1a604612d52021e8c98b48fe6 2025-08-26T20:04:58.7237039Z sync-tag: 2025-08-26T20:04:58.7237385Z timeout-minutes: 300 2025-08-26T20:04:58.7237488Z tests-to-include: 2025-08-26T20:04:58.7237579Z dashboard-tag: 2025-08-26T20:04:58.7237807Z disable-monitor: true 2025-08-26T20:04:58.7237907Z monitor-log-interval: 5 2025-08-26T20:04:58.7238026Z monitor-data-collect-interval: 1 2025-08-26T20:04:58.7238141Z ##[endgroup] 2025-08-26T20:04:58.7238309Z Complete job name: linux-noble-rocm-py3.12-mi300 / test (default, 4, 6, linux.rocm.gpu.gfx942.1) 2025-08-26T20:04:58.7522538Z ##[group]Run pytorch/pytorch/.github/actions/checkout-pytorch@main 2025-08-26T20:04:58.7522797Z with: 2025-08-26T20:04:58.7522880Z no-sudo: true 2025-08-26T20:04:58.7522970Z submodules: recursive 2025-08-26T20:04:58.7523060Z fetch-depth: 0 2025-08-26T20:04:58.7523181Z env: 2025-08-26T20:04:58.7523266Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:04:58.7523373Z ##[endgroup] 2025-08-26T20:04:58.7570915Z ##[group]Run echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-08-26T20:04:58.7571267Z echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-08-26T20:04:58.7579631Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:04:58.7579887Z env: 2025-08-26T20:04:58.7579970Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:04:58.7580062Z ##[endgroup] 2025-08-26T20:04:58.7714837Z ##[group]Run # Use all available CPUs for fetching 2025-08-26T20:04:58.7715303Z # Use all available CPUs for fetching 2025-08-26T20:04:58.7715429Z cd "${GITHUB_WORKSPACE}" 2025-08-26T20:04:58.7715555Z git config --global fetch.parallel 0 2025-08-26T20:04:58.7715690Z git config --global submodule.fetchJobs 0 2025-08-26T20:04:58.7715902Z  2025-08-26T20:04:58.7716032Z # Clean workspace. The default checkout action should also do this, but 2025-08-26T20:04:58.7718830Z # do it here as well just in case 2025-08-26T20:04:58.7718949Z if [[ -d .git ]]; then 2025-08-26T20:04:58.7719054Z  if [ -z "${NO_SUDO}" ]; then 2025-08-26T20:04:58.7719175Z  sudo git clean -ffdx 2025-08-26T20:04:58.7719271Z  else 2025-08-26T20:04:58.7719355Z  git clean -ffdx 2025-08-26T20:04:58.7719445Z  fi 2025-08-26T20:04:58.7719520Z fi 2025-08-26T20:04:58.7724549Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:04:58.7724683Z env: 2025-08-26T20:04:58.7724761Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:04:58.7724851Z NO_SUDO: true 2025-08-26T20:04:58.7724929Z ##[endgroup] 2025-08-26T20:04:58.7838823Z ##[group]Run actions/checkout@v4 2025-08-26T20:04:58.7838940Z with: 2025-08-26T20:04:58.7839034Z ref: 262640fd220236042fbf4443cc163c8838c84c3d 2025-08-26T20:04:58.7839151Z fetch-depth: 0 2025-08-26T20:04:58.7839235Z submodules: recursive 2025-08-26T20:04:58.7839327Z show-progress: false 2025-08-26T20:04:58.7839421Z repository: pytorch/pytorch 2025-08-26T20:04:58.7839585Z token: *** 2025-08-26T20:04:58.7839664Z ssh-strict: true 2025-08-26T20:04:58.7839866Z ssh-user: git 2025-08-26T20:04:58.7839952Z persist-credentials: true 2025-08-26T20:04:58.7840045Z clean: true 2025-08-26T20:04:58.7840135Z sparse-checkout-cone-mode: true 2025-08-26T20:04:58.7840239Z fetch-tags: false 2025-08-26T20:04:58.7840318Z lfs: false 2025-08-26T20:04:58.7840397Z set-safe-directory: true 2025-08-26T20:04:58.7840490Z env: 2025-08-26T20:04:58.7840567Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:04:58.7840658Z ##[endgroup] 2025-08-26T20:04:58.8429868Z Syncing repository: pytorch/pytorch 2025-08-26T20:04:58.8430426Z ##[group]Getting Git version info 2025-08-26T20:04:58.8430585Z Working directory is '/home/runner/_work/pytorch/pytorch' 2025-08-26T20:04:58.8430817Z [command]/usr/bin/git version 2025-08-26T20:04:58.8430916Z git version 2.51.0 2025-08-26T20:04:58.8433958Z ##[endgroup] 2025-08-26T20:04:58.8440239Z Copying '/home/runner/.gitconfig' to '/home/runner/_work/_temp/7ff58add-db4b-4e54-aa36-c05b882d459b/.gitconfig' 2025-08-26T20:04:58.8444836Z Temporarily overriding HOME='/home/runner/_work/_temp/7ff58add-db4b-4e54-aa36-c05b882d459b' before making global git config changes 2025-08-26T20:04:58.8445167Z Adding repository directory to the temporary git global config as a safe directory 2025-08-26T20:04:58.8447522Z [command]/usr/bin/git config --global --add safe.directory /home/runner/_work/pytorch/pytorch 2025-08-26T20:04:58.8478269Z Deleting the contents of '/home/runner/_work/pytorch/pytorch' 2025-08-26T20:04:58.8480659Z ##[group]Initializing the repository 2025-08-26T20:04:58.8483172Z [command]/usr/bin/git init /home/runner/_work/pytorch/pytorch 2025-08-26T20:04:58.8504350Z hint: Using 'master' as the name for the initial branch. This default branch name 2025-08-26T20:04:58.8504562Z hint: is subject to change. To configure the initial branch name to use in all 2025-08-26T20:04:58.8504772Z hint: of your new repositories, which will suppress this warning, call: 2025-08-26T20:04:58.8504912Z hint: 2025-08-26T20:04:58.8505029Z hint: git config --global init.defaultBranch 2025-08-26T20:04:58.8505321Z hint: 2025-08-26T20:04:58.8505439Z hint: Names commonly chosen instead of 'master' are 'main', 'trunk' and 2025-08-26T20:04:58.8505635Z hint: 'development'. The just-created branch can be renamed via this command: 2025-08-26T20:04:58.8505783Z hint: 2025-08-26T20:04:58.8505860Z hint: git branch -m 2025-08-26T20:04:58.8505962Z hint: 2025-08-26T20:04:58.8506090Z hint: Disable this message with "git config set advice.defaultBranchName false" 2025-08-26T20:04:58.8506302Z Initialized empty Git repository in /home/runner/_work/pytorch/pytorch/.git/ 2025-08-26T20:04:58.8509995Z [command]/usr/bin/git remote add origin https://github.com/pytorch/pytorch 2025-08-26T20:04:58.8533580Z ##[endgroup] 2025-08-26T20:04:58.8533753Z ##[group]Disabling automatic garbage collection 2025-08-26T20:04:58.8533900Z [command]/usr/bin/git config --local gc.auto 0 2025-08-26T20:04:58.8557661Z ##[endgroup] 2025-08-26T20:04:58.8557799Z ##[group]Setting up auth 2025-08-26T20:04:58.8561771Z [command]/usr/bin/git config --local --name-only --get-regexp core\.sshCommand 2025-08-26T20:04:58.8584859Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'core\.sshCommand' && git config --local --unset-all 'core.sshCommand' || :" 2025-08-26T20:04:58.8811577Z [command]/usr/bin/git config --local --name-only --get-regexp http\.https\:\/\/github\.com\/\.extraheader 2025-08-26T20:04:58.8836510Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'http\.https\:\/\/github\.com\/\.extraheader' && git config --local --unset-all 'http.https://github.com/.extraheader' || :" 2025-08-26T20:04:58.9059617Z [command]/usr/bin/git config --local http.https://github.com/.extraheader AUTHORIZATION: basic *** 2025-08-26T20:04:58.9087283Z ##[endgroup] 2025-08-26T20:04:58.9087554Z ##[group]Fetching the repository 2025-08-26T20:04:58.9091281Z [command]/usr/bin/git -c protocol.version=2 fetch --prune --no-recurse-submodules origin +refs/heads/*:refs/remotes/origin/* +refs/tags/*:refs/tags/* 2025-08-26T20:05:25.0590522Z From https://github.com/pytorch/pytorch 2025-08-26T20:05:25.0591121Z * [new branch] 160583 -> origin/160583 2025-08-26T20:05:25.0591605Z * [new branch] 2.6.0.dev20241004+ -> origin/2.6.0.dev20241004+ 2025-08-26T20:05:25.0613770Z * [new branch] 5addvllmbuild -> origin/5addvllmbuild 2025-08-26T20:05:25.0614073Z * [new branch] AaronWang04_addmmfusion_perftest -> origin/AaronWang04_addmmfusion_perftest 2025-08-26T20:05:25.0614669Z * [new branch] HDCharles-2.6.0-release-notes -> origin/HDCharles-2.6.0-release-notes 2025-08-26T20:05:25.0614930Z * [new branch] ISSUE-154849 -> origin/ISSUE-154849 2025-08-26T20:05:25.0615226Z * [new branch] JackCaoG/dynamo_make_fx_non_core_aten_ops -> origin/JackCaoG/dynamo_make_fx_non_core_aten_ops 2025-08-26T20:05:25.0615539Z * [new branch] PR-AOTInductorNoneBug -> origin/PR-AOTInductorNoneBug 2025-08-26T20:05:25.0615827Z * [new branch] PR-AOTInductorNoneBugFix -> origin/PR-AOTInductorNoneBugFix 2025-08-26T20:05:25.0616113Z * [new branch] PR-FixConfigsIssue -> origin/PR-FixConfigsIssue 2025-08-26T20:05:25.0616843Z * [new branch] PR-NoneBugFix-viable -> origin/PR-NoneBugFix-viable 2025-08-26T20:05:25.0617109Z * [new branch] PR-ResetToZero -> origin/PR-ResetToZero 2025-08-26T20:05:25.0617361Z * [new branch] Update-Flash-Packaging -> origin/Update-Flash-Packaging 2025-08-26T20:05:25.0617606Z * [new branch] VLA_exp -> origin/VLA_exp 2025-08-26T20:05:25.0617924Z * [new branch] add-missing-args-normalization -> origin/add-missing-args-normalization 2025-08-26T20:05:25.0618227Z * [new branch] add-user-guide-structure -> origin/add-user-guide-structure 2025-08-26T20:05:25.0618561Z * [new branch] addVllmPin -> origin/addVllmPin 2025-08-26T20:05:25.0618789Z * [new branch] add_compile_benchmarking -> origin/add_compile_benchmarking 2025-08-26T20:05:25.0619038Z * [new branch] add_windows_testing_back -> origin/add_windows_testing_back 2025-08-26T20:05:25.0619279Z * [new branch] addbuildvllm -> origin/addbuildvllm 2025-08-26T20:05:25.0619515Z * [new branch] addmm-heuristic -> origin/addmm-heuristic 2025-08-26T20:05:25.0619842Z * [new branch] addsimde -> origin/addsimde 2025-08-26T20:05:25.0620061Z * [new branch] adi/acl_upgrade -> origin/adi/acl_upgrade 2025-08-26T20:05:25.0620293Z * [new branch] adi/test -> origin/adi/test 2025-08-26T20:05:25.0620501Z * [new branch] adi/test_bgemm -> origin/adi/test_bgemm 2025-08-26T20:05:25.0620726Z * [new branch] adi/test_fusions -> origin/adi/test_fusions 2025-08-26T20:05:25.0620962Z * [new branch] adi/test_onednn_v3.9 -> origin/adi/test_onednn_v3.9 2025-08-26T20:05:25.0621214Z * [new branch] adi/test_presve_change -> origin/adi/test_presve_change 2025-08-26T20:05:25.0621495Z * [new branch] adi/test_timm -> origin/adi/test_timm 2025-08-26T20:05:25.0621916Z * [new branch] adi/testpresve_change -> origin/adi/testpresve_change 2025-08-26T20:05:25.0622114Z * [new branch] aditew01/test/vec_bf16 -> origin/aditew01/test/vec_bf16 2025-08-26T20:05:25.0622321Z * [new branch] ah-globalfeedback-hook -> origin/ah-globalfeedback-hook 2025-08-26T20:05:25.0622512Z * [new branch] alt-disable -> origin/alt-disable 2025-08-26T20:05:25.0622717Z * [new branch] angelayi/aoti_additional_files -> origin/angelayi/aoti_additional_files 2025-08-26T20:05:25.0622949Z * [new branch] angelayi/aoti_inductor_fx -> origin/angelayi/aoti_inductor_fx 2025-08-26T20:05:25.0623192Z * [new branch] angelayi/assert_tensor_metadata_device -> origin/angelayi/assert_tensor_metadata_device 2025-08-26T20:05:25.0623428Z * [new branch] angelayi/benchmark -> origin/angelayi/benchmark 2025-08-26T20:05:25.0623620Z * [new branch] angelayi/benchmark2 -> origin/angelayi/benchmark2 2025-08-26T20:05:25.0623848Z * [new branch] angelayi/change_pytree_serialization -> origin/angelayi/change_pytree_serialization 2025-08-26T20:05:25.0624074Z * [new branch] angelayi/cpp_loader -> origin/angelayi/cpp_loader 2025-08-26T20:05:25.0624279Z * [new branch] angelayi/custom_op_subgraph -> origin/angelayi/custom_op_subgraph 2025-08-26T20:05:25.0624485Z * [new branch] angelayi/customop -> origin/angelayi/customop 2025-08-26T20:05:25.0624690Z * [new branch] angelayi/is_symbolic_tracing -> origin/angelayi/is_symbolic_tracing 2025-08-26T20:05:25.0624900Z * [new branch] angelayi/logging.bak -> origin/angelayi/logging.bak 2025-08-26T20:05:25.0625090Z * [new branch] angelayi/logging2 -> origin/angelayi/logging2 2025-08-26T20:05:25.0625383Z * [new branch] angelayi/no_so_weight -> origin/angelayi/no_so_weight 2025-08-26T20:05:25.0625579Z * [new branch] angelayi/opoverload -> origin/angelayi/opoverload 2025-08-26T20:05:25.0625794Z * [new branch] angelayi/pytree -> origin/angelayi/pytree 2025-08-26T20:05:25.0626007Z * [new branch] angelayi/save_error -> origin/angelayi/save_error 2025-08-26T20:05:25.0626223Z * [new branch] angelayi/scan_layers -> origin/angelayi/scan_layers 2025-08-26T20:05:25.0626420Z * [new branch] angelayi/symint_input -> origin/angelayi/symint_input 2025-08-26T20:05:25.0626682Z * [new branch] angelayi/tensor_nn_module_meta -> origin/angelayi/tensor_nn_module_meta 2025-08-26T20:05:25.0626893Z * [new branch] angelayi/test_cpp -> origin/angelayi/test_cpp 2025-08-26T20:05:25.0627086Z * [new branch] angelayi/torch_size -> origin/angelayi/torch_size 2025-08-26T20:05:25.0627271Z * [new branch] aoti-cuda-alloc -> origin/aoti-cuda-alloc 2025-08-26T20:05:25.0627454Z * [new branch] aoti_weight_sharing -> origin/aoti_weight_sharing 2025-08-26T20:05:25.0627647Z * [new branch] arsh/symint_mm_ind_decomp -> origin/arsh/symint_mm_ind_decomp 2025-08-26T20:05:25.0627872Z * [new branch] atalman-inductor-perf-cu124 -> origin/atalman-inductor-perf-cu124 2025-08-26T20:05:25.0628114Z * [new branch] atalman-inductor-perf-cu124.1 -> origin/atalman-inductor-perf-cu124.1 2025-08-26T20:05:25.0628332Z * [new branch] atalman-patch-1 -> origin/atalman-patch-1 2025-08-26T20:05:25.0628519Z * [new branch] atalman-patch-2 -> origin/atalman-patch-2 2025-08-26T20:05:25.0628696Z * [new branch] atalman-patch-3 -> origin/atalman-patch-3 2025-08-26T20:05:25.0628942Z * [new branch] atalman-patch-4 -> origin/atalman-patch-4 2025-08-26T20:05:25.0629128Z * [new branch] atalman_inductor_2.3.0 -> origin/atalman_inductor_2.3.0 2025-08-26T20:05:25.0629322Z * [new branch] atalman_inductor_2.3.1 -> origin/atalman_inductor_2.3.1 2025-08-26T20:05:25.0629516Z * [new branch] atalman_inductor_2.4.0 -> origin/atalman_inductor_2.4.0 2025-08-26T20:05:25.0629818Z * [new branch] atalman_inductor_2.4.x -> origin/atalman_inductor_2.4.x 2025-08-26T20:05:25.0630061Z * [new branch] autoupdate-transformers-pin-via-pr -> origin/autoupdate-transformers-pin-via-pr 2025-08-26T20:05:25.0630290Z * [new branch] backupvllm -> origin/backupvllm 2025-08-26T20:05:25.0630458Z * [new branch] bahuang/test -> origin/bahuang/test 2025-08-26T20:05:25.0630627Z * [new branch] base/1.5 -> origin/base/1.5 2025-08-26T20:05:25.0630829Z * [new branch] batching_sdpa_efficient_attention -> origin/batching_sdpa_efficient_attention 2025-08-26T20:05:25.0631039Z * [new branch] bc-lint-config -> origin/bc-lint-config 2025-08-26T20:05:25.0631240Z * [new branch] bc-lint-test-new-config -> origin/bc-lint-test-new-config 2025-08-26T20:05:25.0631446Z * [new branch] benchmark-updates -> origin/benchmark-updates 2025-08-26T20:05:25.0631661Z * [new branch] benchmarker_compat_with_do_bench -> origin/benchmarker_compat_with_do_bench 2025-08-26T20:05:25.0631877Z * [new branch] benchmarking-script -> origin/benchmarking-script 2025-08-26T20:05:25.0632074Z * [new branch] bertmaher/pinbump26 -> origin/bertmaher/pinbump26 2025-08-26T20:05:25.0632261Z * [new branch] bertrand/cutlass -> origin/bertrand/cutlass 2025-08-26T20:05:25.0632434Z * [new branch] bf/cg-log -> origin/bf/cg-log 2025-08-26T20:05:25.0632660Z * [new branch] bf/cg-remove-check -> origin/bf/cg-remove-check 2025-08-26T20:05:25.0632846Z * [new branch] bf/cg-skip-1-kernel -> origin/bf/cg-skip-1-kernel 2025-08-26T20:05:25.0633024Z * [new branch] bf/cudagraph -> origin/bf/cudagraph 2025-08-26T20:05:25.0633249Z * [new branch] bf/cudagraph-disable-input-mutation -> origin/bf/cudagraph-disable-input-mutation 2025-08-26T20:05:25.0633594Z * [new branch] bf/cudagraph-enable-input-mutation-support-benchmark -> origin/bf/cudagraph-enable-input-mutation-support-benchmark 2025-08-26T20:05:25.0633938Z * [new branch] bf/cudagraph-partition -> origin/bf/cudagraph-partition 2025-08-26T20:05:25.0634154Z * [new branch] bf/default-recompile-reason -> origin/bf/default-recompile-reason 2025-08-26T20:05:25.0634371Z * [new branch] bf/donated-buffer-bench -> origin/bf/donated-buffer-bench 2025-08-26T20:05:25.0634571Z * [new branch] bf/pa-non-divisible -> origin/bf/pa-non-divisible 2025-08-26T20:05:25.0634765Z * [new branch] bf/partition-doc -> origin/bf/partition-doc 2025-08-26T20:05:25.0634967Z * [new branch] bf/partition-move-cpu -> origin/bf/partition-move-cpu 2025-08-26T20:05:25.0635171Z * [new branch] bf/partition-turn-on -> origin/bf/partition-turn-on 2025-08-26T20:05:25.0639216Z * [new branch] bf/remove-check-55b0c39d -> origin/bf/remove-check-55b0c39d 2025-08-26T20:05:25.0639437Z * [new branch] bf/rope -> origin/bf/rope 2025-08-26T20:05:25.0639618Z * [new branch] bf/skip-asserts -> origin/bf/skip-asserts 2025-08-26T20:05:25.0639893Z * [new branch] bf16adamw -> origin/bf16adamw 2025-08-26T20:05:25.0640086Z * [new branch] bisect_perf_hf_T5_3acc6eac492 -> origin/bisect_perf_hf_T5_3acc6eac492 2025-08-26T20:05:25.0640306Z * [new branch] bisect_perf_hf_T5_3fcf66f61fb -> origin/bisect_perf_hf_T5_3fcf66f61fb 2025-08-26T20:05:25.0640513Z * [new branch] bisect_perf_hf_T5_4009d154129 -> origin/bisect_perf_hf_T5_4009d154129 2025-08-26T20:05:25.0640724Z * [new branch] bisect_perf_hf_T5_40d0740e73d -> origin/bisect_perf_hf_T5_40d0740e73d 2025-08-26T20:05:25.0640928Z * [new branch] bisect_perf_hf_T5_5268754e -> origin/bisect_perf_hf_T5_5268754e 2025-08-26T20:05:25.0641139Z * [new branch] bisect_perf_hf_T5_7d89a8d385c -> origin/bisect_perf_hf_T5_7d89a8d385c 2025-08-26T20:05:25.0641348Z * [new branch] bisect_perf_hf_T5_b7a25c1ee7c -> origin/bisect_perf_hf_T5_b7a25c1ee7c 2025-08-26T20:05:25.0641555Z * [new branch] bisect_perf_hf_T5_c25b201583f -> origin/bisect_perf_hf_T5_c25b201583f 2025-08-26T20:05:25.0641763Z * [new branch] bisect_perf_hf_T5_c93e57efac0 -> origin/bisect_perf_hf_T5_c93e57efac0 2025-08-26T20:05:25.0641975Z * [new branch] bisect_perf_hf_T5_ca9813ea149 -> origin/bisect_perf_hf_T5_ca9813ea149 2025-08-26T20:05:25.0642184Z * [new branch] bisect_perf_hf_T5_d65f194a -> origin/bisect_perf_hf_T5_d65f194a 2025-08-26T20:05:25.0642394Z * [new branch] bisect_perf_hf_T5_da94ab0b -> origin/bisect_perf_hf_T5_da94ab0b 2025-08-26T20:05:25.0642603Z * [new branch] bisect_perf_hf_T5_da94ab0b_new -> origin/bisect_perf_hf_T5_da94ab0b_new 2025-08-26T20:05:25.0642829Z * [new branch] bisect_perf_hf_T5_db4e8a1d8a8 -> origin/bisect_perf_hf_T5_db4e8a1d8a8 2025-08-26T20:05:25.0643035Z * [new branch] bisect_perf_hf_T5_e0d97e936a2 -> origin/bisect_perf_hf_T5_e0d97e936a2 2025-08-26T20:05:25.0643242Z * [new branch] bisect_perf_hf_T5_f23621ec563 -> origin/bisect_perf_hf_T5_f23621ec563 2025-08-26T20:05:25.0643447Z * [new branch] bowbao/bench_updates_stage -> origin/bowbao/bench_updates_stage 2025-08-26T20:05:25.0643723Z * [new branch] bowbao/dort_rewriter -> origin/bowbao/dort_rewriter 2025-08-26T20:05:25.0643910Z * [new branch] bowbao/wip_prs -> origin/bowbao/wip_prs 2025-08-26T20:05:25.0644116Z * [new branch] bowenbao/partial_min_max_reduce -> origin/bowenbao/partial_min_max_reduce 2025-08-26T20:05:25.0644339Z * [new branch] brister/always_wrapper_ir -> origin/brister/always_wrapper_ir 2025-08-26T20:05:25.0644545Z * [new branch] brister/break_tensorbox -> origin/brister/break_tensorbox 2025-08-26T20:05:25.0644749Z * [new branch] brister/flatten_contig -> origin/brister/flatten_contig 2025-08-26T20:05:25.0645005Z * [new branch] brister/fx_custom_triton -> origin/brister/fx_custom_triton 2025-08-26T20:05:25.0645210Z * [new branch] brister/tensor_box_output -> origin/brister/tensor_box_output 2025-08-26T20:05:25.0645424Z * [new branch] brister/test_block_ptr_same -> origin/brister/test_block_ptr_same 2025-08-26T20:05:25.0645659Z * [new branch] brister/tiled_reduction_no_numel_check -> origin/brister/tiled_reduction_no_numel_check 2025-08-26T20:05:25.0645873Z * [new branch] c57382a49 -> origin/c57382a49 2025-08-26T20:05:25.0646036Z * [new branch] ca_0431d47eaa -> origin/ca_0431d47eaa 2025-08-26T20:05:25.0646203Z * [new branch] ca_fix_0431d47eaa -> origin/ca_fix_0431d47eaa 2025-08-26T20:05:25.0646543Z * [new branch] camyll/revert-94bc900da97ad7f3c35b3b819bb53b23c74b581a-for-release-2.8 -> origin/camyll/revert-94bc900da97ad7f3c35b3b819bb53b23c74b581a-for-release-2.8 2025-08-26T20:05:25.0646903Z * [new branch] camyllh/test_setup_hooks_push -> origin/camyllh/test_setup_hooks_push 2025-08-26T20:05:25.0647265Z * [new branch] cherry-pick-149654-by-pytorch_bot_bot_ -> origin/cherry-pick-149654-by-pytorch_bot_bot_ 2025-08-26T20:05:25.0647563Z * [new branch] cherry-pick-151939-by-pytorch_bot_bot_ -> origin/cherry-pick-151939-by-pytorch_bot_bot_ 2025-08-26T20:05:25.0647830Z * [new branch] cherry-pick-154174-by-pytorch_bot_bot_ -> origin/cherry-pick-154174-by-pytorch_bot_bot_ 2025-08-26T20:05:25.0648101Z * [new branch] cherry-pick-155896-by-pytorch_bot_bot_ -> origin/cherry-pick-155896-by-pytorch_bot_bot_ 2025-08-26T20:05:25.0648364Z * [new branch] cherry-pick-156260-by-pytorch_bot_bot_ -> origin/cherry-pick-156260-by-pytorch_bot_bot_ 2025-08-26T20:05:25.0648627Z * [new branch] cherry-pick-156719-by-pytorch_bot_bot_ -> origin/cherry-pick-156719-by-pytorch_bot_bot_ 2025-08-26T20:05:25.0648889Z * [new branch] cherry-pick-156888-by-pytorch_bot_bot_ -> origin/cherry-pick-156888-by-pytorch_bot_bot_ 2025-08-26T20:05:25.0649153Z * [new branch] cherry-pick-157453-by-pytorch_bot_bot_ -> origin/cherry-pick-157453-by-pytorch_bot_bot_ 2025-08-26T20:05:25.0649419Z * [new branch] cherry-pick-157513-by-pytorch_bot_bot_ -> origin/cherry-pick-157513-by-pytorch_bot_bot_ 2025-08-26T20:05:25.0649774Z * [new branch] cherry-pick-157558-by-pytorch_bot_bot_ -> origin/cherry-pick-157558-by-pytorch_bot_bot_ 2025-08-26T20:05:25.0650039Z * [new branch] cherry-pick-157598-by-pytorch_bot_bot_ -> origin/cherry-pick-157598-by-pytorch_bot_bot_ 2025-08-26T20:05:25.0650302Z * [new branch] cherry-pick-157630-by-pytorch_bot_bot_ -> origin/cherry-pick-157630-by-pytorch_bot_bot_ 2025-08-26T20:05:25.0650566Z * [new branch] cherry-pick-157695-by-pytorch_bot_bot_ -> origin/cherry-pick-157695-by-pytorch_bot_bot_ 2025-08-26T20:05:25.0650834Z * [new branch] cherry-pick-157732-by-pytorch_bot_bot_ -> origin/cherry-pick-157732-by-pytorch_bot_bot_ 2025-08-26T20:05:25.0651098Z * [new branch] cherry-pick-157733-by-pytorch_bot_bot_ -> origin/cherry-pick-157733-by-pytorch_bot_bot_ 2025-08-26T20:05:25.0651410Z * [new branch] cherry-pick-157985-by-pytorch_bot_bot_ -> origin/cherry-pick-157985-by-pytorch_bot_bot_ 2025-08-26T20:05:25.0651679Z * [new branch] cherry-pick-157993-by-pytorch_bot_bot_ -> origin/cherry-pick-157993-by-pytorch_bot_bot_ 2025-08-26T20:05:25.0651946Z * [new branch] cherry-pick-158064-by-pytorch_bot_bot_ -> origin/cherry-pick-158064-by-pytorch_bot_bot_ 2025-08-26T20:05:25.0652211Z * [new branch] cherry-pick-158152-by-pytorch_bot_bot_ -> origin/cherry-pick-158152-by-pytorch_bot_bot_ 2025-08-26T20:05:25.0652471Z * [new branch] cherry-pick-158301-by-pytorch_bot_bot_ -> origin/cherry-pick-158301-by-pytorch_bot_bot_ 2025-08-26T20:05:25.0652781Z * [new branch] cherry-pick-158537-by-pytorch_bot_bot_ -> origin/cherry-pick-158537-by-pytorch_bot_bot_ 2025-08-26T20:05:25.0653047Z * [new branch] cherry-pick-159181-by-pytorch_bot_bot_ -> origin/cherry-pick-159181-by-pytorch_bot_bot_ 2025-08-26T20:05:25.0653316Z * [new branch] cherry-pick-159969-by-pytorch_bot_bot_ -> origin/cherry-pick-159969-by-pytorch_bot_bot_ 2025-08-26T20:05:25.0653581Z * [new branch] cherry-pick-160586-by-pytorch_bot_bot_ -> origin/cherry-pick-160586-by-pytorch_bot_bot_ 2025-08-26T20:05:25.0653899Z * [new branch] cherrypick-e4e2701429c17078c3c475382a8b1fa4c8a8cefc -> origin/cherrypick-e4e2701429c17078c3c475382a8b1fa4c8a8cefc 2025-08-26T20:05:25.0654175Z * [new branch] chilli/flex_vllm -> origin/chilli/flex_vllm 2025-08-26T20:05:25.0654351Z * [new branch] cleantest1 -> origin/cleantest1 2025-08-26T20:05:25.0654575Z * [new branch] cleanup-inductor-benchmark-images -> origin/cleanup-inductor-benchmark-images 2025-08-26T20:05:25.0654797Z * [new branch] codex-testing -> origin/codex-testing 2025-08-26T20:05:25.0655029Z * [new branch] codex/add-metadata-field-for-file-path -> origin/codex/add-metadata-field-for-file-path 2025-08-26T20:05:25.0655350Z * [new branch] codex/add-test-for-inductor-local-cache-behavior -> origin/codex/add-test-for-inductor-local-cache-behavior 2025-08-26T20:05:25.0655725Z * [new branch] codex/create-test-for-tensor-memory-leak-in-cudagraph -> origin/codex/create-test-for-tensor-memory-leak-in-cudagraph 2025-08-26T20:05:25.0656049Z * [new branch] codex/fix-issue-121219-in-pytorch -> origin/codex/fix-issue-121219-in-pytorch 2025-08-26T20:05:25.0658545Z * [new branch] codex/fix-issue-160415-in-pytorch -> origin/codex/fix-issue-160415-in-pytorch 2025-08-26T20:05:25.0658870Z * [new branch] codex/fix-noqengine-quantized-engine-support -> origin/codex/fix-noqengine-quantized-engine-support 2025-08-26T20:05:25.0659175Z * [new branch] codex/fix-pin_memory-error-handling -> origin/codex/fix-pin_memory-error-handling 2025-08-26T20:05:25.0659439Z * [new branch] codex/propose-fix-for-issue-160332 -> origin/codex/propose-fix-for-issue-160332 2025-08-26T20:05:25.0659847Z * [new branch] codex/refactor-lintrunner-config-to-use-uv-run -> origin/codex/refactor-lintrunner-config-to-use-uv-run 2025-08-26T20:05:25.0660216Z * [new branch] codex/remove-allow-untyped-defs-and-fix-type-errors -> origin/codex/remove-allow-untyped-defs-and-fix-type-errors 2025-08-26T20:05:25.0660565Z * [new branch] codex/verify-torch-output-and-log-results -> origin/codex/verify-torch-output-and-log-results 2025-08-26T20:05:25.0660850Z * [new branch] compile_fsdp2_disable_stream_and_event -> origin/compile_fsdp2_disable_stream_and_event 2025-08-26T20:05:25.0661070Z * [new branch] context_test -> origin/context_test 2025-08-26T20:05:25.0661248Z * [new branch] copilot/fix-157446 -> origin/copilot/fix-157446 2025-08-26T20:05:25.0661433Z * [new branch] copilot/fix-159257 -> origin/copilot/fix-159257 2025-08-26T20:05:25.0661672Z * [new branch] copy_graph -> origin/copy_graph 2025-08-26T20:05:25.0661850Z * [new branch] cpio/fix_new_ami_tests -> origin/cpio/fix_new_ami_tests 2025-08-26T20:05:25.0662042Z * [new branch] csl/always_produce_xml -> origin/csl/always_produce_xml 2025-08-26T20:05:25.0662249Z * [new branch] csl/build_test_more_procs -> origin/csl/build_test_more_procs 2025-08-26T20:05:25.0662451Z * [new branch] csl/build_test_more_procs2 -> origin/csl/build_test_more_procs2 2025-08-26T20:05:25.0662655Z * [new branch] csl/disable_flaky_cpp_test -> origin/csl/disable_flaky_cpp_test 2025-08-26T20:05:25.0662896Z * [new branch] csl/disable_periodic_test -> origin/csl/disable_periodic_test 2025-08-26T20:05:25.0663103Z * [new branch] csl/executorch_docker_fail -> origin/csl/executorch_docker_fail 2025-08-26T20:05:25.0663300Z * [new branch] csl/fix_check_alerts -> origin/csl/fix_check_alerts 2025-08-26T20:05:25.0663474Z * [new branch] csl/katex -> origin/csl/katex 2025-08-26T20:05:25.0663642Z * [new branch] csl/larger_runner -> origin/csl/larger_runner 2025-08-26T20:05:25.0663825Z * [new branch] csl/lintrunner_stuff -> origin/csl/lintrunner_stuff 2025-08-26T20:05:25.0664011Z * [new branch] csl/mps_sharding -> origin/csl/mps_sharding 2025-08-26T20:05:25.0664194Z * [new branch] csl/multistage_docker -> origin/csl/multistage_docker 2025-08-26T20:05:25.0664387Z * [new branch] csl/name_link_check_job -> origin/csl/name_link_check_job 2025-08-26T20:05:25.0664580Z * [new branch] csl/no_keep_goin_rocm -> origin/csl/no_keep_goin_rocm 2025-08-26T20:05:25.0664765Z * [new branch] csl/not_600_timeout -> origin/csl/not_600_timeout 2025-08-26T20:05:25.0664974Z * [new branch] csl/remove_unused_docker_images -> origin/csl/remove_unused_docker_images 2025-08-26T20:05:25.0665175Z * [new branch] csl/revert_open -> origin/csl/revert_open 2025-08-26T20:05:25.0665351Z * [new branch] csl/skip_build -> origin/csl/skip_build 2025-08-26T20:05:25.0665550Z * [new branch] csl/test_cuda_build_large_runner -> origin/csl/test_cuda_build_large_runner 2025-08-26T20:05:25.0667646Z * [new branch] csl/unused_docker -> origin/csl/unused_docker 2025-08-26T20:05:25.0667859Z * [new branch] csl/win_sccache -> origin/csl/win_sccache 2025-08-26T20:05:25.0668040Z * [new branch] cublasltrelax2 -> origin/cublasltrelax2 2025-08-26T20:05:25.0668209Z * [new branch] cublasrelax2 -> origin/cublasrelax2 2025-08-26T20:05:25.0668384Z * [new branch] cudnnsdparefactor -> origin/cudnnsdparefactor 2025-08-26T20:05:25.0668581Z * [new branch] custom_lowering_dict -> origin/custom_lowering_dict 2025-08-26T20:05:25.0668868Z * [new branch] czhuge_muon_dev -> origin/czhuge_muon_dev 2025-08-26T20:05:25.0669041Z * [new branch] d4l3k/delete_hook -> origin/d4l3k/delete_hook 2025-08-26T20:05:25.0669211Z * [new branch] dcp_zoc -> origin/dcp_zoc 2025-08-26T20:05:25.0669382Z * [new branch] delete-quant-docs -> origin/delete-quant-docs 2025-08-26T20:05:25.0669792Z * [new branch] dependabot/pip/dot-ci/docker/ci_commit_pins/main/transformers-4.55.2 -> origin/dependabot/pip/dot-ci/docker/ci_commit_pins/main/transformers-4.55.2 2025-08-26T20:05:25.0670235Z * [new branch] dependabot/pip/dot-ci/docker/ci_commit_pins/main/transformers-4.55.3 -> origin/dependabot/pip/dot-ci/docker/ci_commit_pins/main/transformers-4.55.3 2025-08-26T20:05:25.0670717Z * [new branch] dependabot/pip/dot-ci/docker/ci_commit_pins/main/transformers-4.55.4 -> origin/dependabot/pip/dot-ci/docker/ci_commit_pins/main/transformers-4.55.4 2025-08-26T20:05:25.0671085Z * [new branch] dependabot/pip/dot-ci/docker/protobuf-5.29.5 -> origin/dependabot/pip/dot-ci/docker/protobuf-5.29.5 2025-08-26T20:05:25.0671439Z * [new branch] dependabot/pip/dot-github/requirements/protobuf-5.29.5 -> origin/dependabot/pip/dot-github/requirements/protobuf-5.29.5 2025-08-26T20:05:25.0671733Z * [new branch] desertfire/test_cpp_wrapper -> origin/desertfire/test_cpp_wrapper 2025-08-26T20:05:25.0671966Z * [new branch] desertfire/triton-cpu-for-aarch64 -> origin/desertfire/triton-cpu-for-aarch64 2025-08-26T20:05:25.0672244Z * [new branch] dev/joona/MPSNDArrayAdd -> origin/dev/joona/MPSNDArrayAdd 2025-08-26T20:05:25.0672436Z * [new branch] dev/joona/Unranked -> origin/dev/joona/Unranked 2025-08-26T20:05:25.0672615Z * [new branch] dev/joona/cat -> origin/dev/joona/cat 2025-08-26T20:05:25.0674380Z * [new branch] dev/joona/cat_remove_graph -> origin/dev/joona/cat_remove_graph 2025-08-26T20:05:25.0674602Z * [new branch] dev/joona/embeddingbag -> origin/dev/joona/embeddingbag 2025-08-26T20:05:25.0674830Z * [new branch] dev/joona/getTensorsString -> origin/dev/joona/getTensorsString 2025-08-26T20:05:25.0675075Z * [new branch] dev/joona/maxpool2dwithindices_errmsg -> origin/dev/joona/maxpool2dwithindices_errmsg 2025-08-26T20:05:25.0675329Z * [new branch] dev/joona/mps_linear_macos14 -> origin/dev/joona/mps_linear_macos14 2025-08-26T20:05:25.0675531Z * [new branch] dev/joona/sdpa -> origin/dev/joona/sdpa 2025-08-26T20:05:25.0675738Z * [new branch] dev/joona/synchronize_benchmark -> origin/dev/joona/synchronize_benchmark 2025-08-26T20:05:25.0675962Z * [new branch] dev/joona/topk_newapi -> origin/dev/joona/topk_newapi 2025-08-26T20:05:25.0676150Z * [new branch] dev/joona/type_inf -> origin/dev/joona/type_inf 2025-08-26T20:05:25.0676336Z * [new branch] dev/joona/upsize3d -> origin/dev/joona/upsize3d 2025-08-26T20:05:25.0676509Z * [new branch] disable -> origin/disable 2025-08-26T20:05:25.0676674Z * [new branch] e2e-baseline -> origin/e2e-baseline 2025-08-26T20:05:25.0678575Z * [new branch] eigen_for_sparse_addmm_v2 -> origin/eigen_for_sparse_addmm_v2 2025-08-26T20:05:25.0678787Z * [new branch] embg/test_inductor_ci_128B -> origin/embg/test_inductor_ci_128B 2025-08-26T20:05:25.0678998Z * [new branch] embg/test_inductor_ci_base -> origin/embg/test_inductor_ci_base 2025-08-26T20:05:25.0679216Z * [new branch] embg/test_inductor_ci_control -> origin/embg/test_inductor_ci_control 2025-08-26T20:05:25.0679434Z * [new branch] embg/triton_l2_prefetch_128B -> origin/embg/triton_l2_prefetch_128B 2025-08-26T20:05:25.0679644Z * [new branch] embg/triton_l2_prefetch_256B -> origin/embg/triton_l2_prefetch_256B 2025-08-26T20:05:25.0679956Z * [new branch] enable-b200-benchmark -> origin/enable-b200-benchmark 2025-08-26T20:05:25.0680150Z * [new branch] eqy-patch-1 -> origin/eqy-patch-1 2025-08-26T20:05:25.0680321Z * [new branch] eqy-patch-2 -> origin/eqy-patch-2 2025-08-26T20:05:25.0680488Z * [new branch] eqy-patch-3 -> origin/eqy-patch-3 2025-08-26T20:05:25.0680648Z * [new branch] eqy-patch-4 -> origin/eqy-patch-4 2025-08-26T20:05:25.0680848Z * [new branch] example-convert-torch.nn -> origin/example-convert-torch.nn 2025-08-26T20:05:25.0681058Z * [new branch] exclamaforte/amd-ma -> origin/exclamaforte/amd-ma 2025-08-26T20:05:25.0681401Z * [new branch] exclamaforte/bump-transformer-version -> origin/exclamaforte/bump-transformer-version 2025-08-26T20:05:25.0681673Z * [new branch] exclamaforte/clear-feedback-savers -> origin/exclamaforte/clear-feedback-savers 2025-08-26T20:05:25.0681936Z * [new branch] exclamaforte/combo-kernels-perf-run -> origin/exclamaforte/combo-kernels-perf-run 2025-08-26T20:05:25.0682204Z * [new branch] exclamaforte/debug-autotuner-profile -> origin/exclamaforte/debug-autotuner-profile 2025-08-26T20:05:25.0683873Z * [new branch] exclamaforte/do_bench_refactor -> origin/exclamaforte/do_bench_refactor 2025-08-26T20:05:25.0684193Z * [new branch] exclamaforte/enable-mem-dep-fusion -> origin/exclamaforte/enable-mem-dep-fusion 2025-08-26T20:05:25.0684463Z * [new branch] exclamaforte/fix-exhaustive-autotuning -> origin/exclamaforte/fix-exhaustive-autotuning 2025-08-26T20:05:25.0684751Z * [new branch] exclamaforte/fix-trace-parsing-fx-svg -> origin/exclamaforte/fix-trace-parsing-fx-svg 2025-08-26T20:05:25.0685044Z * [new branch] exclamaforte/force-pointwise-cat-perf-run -> origin/exclamaforte/force-pointwise-cat-perf-run 2025-08-26T20:05:25.0685310Z * [new branch] exclamaforte/fusion-data -> origin/exclamaforte/fusion-data 2025-08-26T20:05:25.0685536Z * [new branch] exclamaforte/gemm-benchmark-run -> origin/exclamaforte/gemm-benchmark-run 2025-08-26T20:05:25.0685779Z * [new branch] exclamaforte/gemm-export-model -> origin/exclamaforte/gemm-export-model 2025-08-26T20:05:25.0686005Z * [new branch] exclamaforte/gemm-model -> origin/exclamaforte/gemm-model 2025-08-26T20:05:25.0686275Z * [new branch] exclamaforte/gemm-model-all-data-collection -> origin/exclamaforte/gemm-model-all-data-collection 2025-08-26T20:05:25.0686540Z * [new branch] exclamaforte/gemm-to-amd -> origin/exclamaforte/gemm-to-amd 2025-08-26T20:05:25.0686763Z * [new branch] exclamaforte/just-gemm-model -> origin/exclamaforte/just-gemm-model 2025-08-26T20:05:25.0688600Z * [new branch] exclamaforte/just-gemm-model-no-refactor -> origin/exclamaforte/just-gemm-model-no-refactor 2025-08-26T20:05:25.0688864Z * [new branch] exclamaforte/memory-counter -> origin/exclamaforte/memory-counter 2025-08-26T20:05:25.0689082Z * [new branch] exclamaforte/profiler-combo -> origin/exclamaforte/profiler-combo 2025-08-26T20:05:25.0689314Z * [new branch] exclamaforte/test_cpp_wrapper_mode -> origin/exclamaforte/test_cpp_wrapper_mode 2025-08-26T20:05:25.0689576Z * [new branch] exclamaforte/update-autotune-configs -> origin/exclamaforte/update-autotune-configs 2025-08-26T20:05:25.0689964Z * [new branch] exclamaforte/update-autotune-configs-2 -> origin/exclamaforte/update-autotune-configs-2 2025-08-26T20:05:25.0690223Z * [new branch] exclamforte/gemm-model-final -> origin/exclamforte/gemm-model-final 2025-08-26T20:05:25.0690423Z * [new branch] exec -> origin/exec 2025-08-26T20:05:25.0690599Z * [new branch] experimental-mosaic -> origin/experimental-mosaic 2025-08-26T20:05:25.0690791Z * [new branch] export-D58091437 -> origin/export-D58091437 2025-08-26T20:05:25.0691093Z * [new branch] export-D61047529 -> origin/export-D61047529 2025-08-26T20:05:25.0691268Z * [new branch] export-D70112642 -> origin/export-D70112642 2025-08-26T20:05:25.0691441Z * [new branch] export-D71412006 -> origin/export-D71412006 2025-08-26T20:05:25.0691621Z * [new branch] export-D72483950 -> origin/export-D72483950 2025-08-26T20:05:25.0691792Z * [new branch] export-D73042989 -> origin/export-D73042989 2025-08-26T20:05:25.0691964Z * [new branch] export-D75183591 -> origin/export-D75183591 2025-08-26T20:05:25.0692191Z * [new branch] export-D75605373 -> origin/export-D75605373 2025-08-26T20:05:25.0692365Z * [new branch] export-D75617432 -> origin/export-D75617432 2025-08-26T20:05:25.0692536Z * [new branch] export-D75659965 -> origin/export-D75659965 2025-08-26T20:05:25.0692709Z * [new branch] export-D76080931 -> origin/export-D76080931 2025-08-26T20:05:25.0692887Z * [new branch] export-D76463347 -> origin/export-D76463347 2025-08-26T20:05:25.0694848Z * [new branch] export-D76797250 -> origin/export-D76797250 2025-08-26T20:05:25.0695150Z * [new branch] export-D76885271 -> origin/export-D76885271 2025-08-26T20:05:25.0695445Z * [new branch] export-D76885620 -> origin/export-D76885620 2025-08-26T20:05:25.0695718Z * [new branch] export-D76936623 -> origin/export-D76936623 2025-08-26T20:05:25.0696012Z * [new branch] export-D76958268 -> origin/export-D76958268 2025-08-26T20:05:25.0696308Z * [new branch] export-D78308105 -> origin/export-D78308105 2025-08-26T20:05:25.0696594Z * [new branch] export-D78375400 -> origin/export-D78375400 2025-08-26T20:05:25.0696852Z * [new branch] export-D78431305 -> origin/export-D78431305 2025-08-26T20:05:25.0697104Z * [new branch] export-D78580107 -> origin/export-D78580107 2025-08-26T20:05:25.0697351Z * [new branch] export-D78822171 -> origin/export-D78822171 2025-08-26T20:05:25.0697610Z * [new branch] export-D78822351 -> origin/export-D78822351 2025-08-26T20:05:25.0697869Z * [new branch] export-D78822507 -> origin/export-D78822507 2025-08-26T20:05:25.0698118Z * [new branch] export-D78826994 -> origin/export-D78826994 2025-08-26T20:05:25.0698369Z * [new branch] export-D78894142 -> origin/export-D78894142 2025-08-26T20:05:25.0698617Z * [new branch] export-D78894324 -> origin/export-D78894324 2025-08-26T20:05:25.0698828Z * [new branch] export-D78929245 -> origin/export-D78929245 2025-08-26T20:05:25.0698999Z * [new branch] export-D78934925 -> origin/export-D78934925 2025-08-26T20:05:25.0699174Z * [new branch] export-D78953203 -> origin/export-D78953203 2025-08-26T20:05:25.0699345Z * [new branch] export-D78953229 -> origin/export-D78953229 2025-08-26T20:05:25.0699522Z * [new branch] export-D78957093 -> origin/export-D78957093 2025-08-26T20:05:25.0701805Z * [new branch] export-D78957389 -> origin/export-D78957389 2025-08-26T20:05:25.0702033Z * [new branch] export-D78979812 -> origin/export-D78979812 2025-08-26T20:05:25.0702210Z * [new branch] export-D78996107 -> origin/export-D78996107 2025-08-26T20:05:25.0702388Z * [new branch] export-D79026433 -> origin/export-D79026433 2025-08-26T20:05:25.0702570Z * [new branch] export-D79230339 -> origin/export-D79230339 2025-08-26T20:05:25.0702747Z * [new branch] export-D79319835 -> origin/export-D79319835 2025-08-26T20:05:25.0702918Z * [new branch] export-D79328456 -> origin/export-D79328456 2025-08-26T20:05:25.0703091Z * [new branch] export-D79534608 -> origin/export-D79534608 2025-08-26T20:05:25.0703265Z * [new branch] export-D79647167 -> origin/export-D79647167 2025-08-26T20:05:25.0703450Z * [new branch] export-D79751098 -> origin/export-D79751098 2025-08-26T20:05:25.0703729Z * [new branch] export-D79785974 -> origin/export-D79785974 2025-08-26T20:05:25.0704117Z * [new branch] export-D80025417 -> origin/export-D80025417 2025-08-26T20:05:25.0704418Z * [new branch] export-D80120333 -> origin/export-D80120333 2025-08-26T20:05:25.0707146Z * [new branch] export-D80214882 -> origin/export-D80214882 2025-08-26T20:05:25.0707333Z * [new branch] export-D80319069 -> origin/export-D80319069 2025-08-26T20:05:25.0707510Z * [new branch] export-D80321215 -> origin/export-D80321215 2025-08-26T20:05:25.0707678Z * [new branch] export-D80503451 -> origin/export-D80503451 2025-08-26T20:05:25.0707940Z * [new branch] export-D80771648 -> origin/export-D80771648 2025-08-26T20:05:25.0708111Z * [new branch] export-D80823877 -> origin/export-D80823877 2025-08-26T20:05:25.0708282Z * [new branch] export-D80948073 -> origin/export-D80948073 2025-08-26T20:05:25.0708455Z * [new branch] export-D80958642 -> origin/export-D80958642 2025-08-26T20:05:25.0708631Z * [new branch] export-D80970483 -> origin/export-D80970483 2025-08-26T20:05:25.0709005Z * [new branch] export-D81054193 -> origin/export-D81054193 2025-08-26T20:05:25.0709178Z * [new branch] export-D81060182 -> origin/export-D81060182 2025-08-26T20:05:25.0711337Z * [new branch] exported-model-train-idempotent -> origin/exported-model-train-idempotent 2025-08-26T20:05:25.0711620Z * [new branch] ezyang/wip-aot-descriptors -> origin/ezyang/wip-aot-descriptors 2025-08-26T20:05:25.0711821Z * [new branch] fa_u8_brgemm -> origin/fa_u8_brgemm 2025-08-26T20:05:25.0711997Z * [new branch] fastmath_baseline -> origin/fastmath_baseline 2025-08-26T20:05:25.0712171Z * [new branch] fbcode/warm -> origin/fbcode/warm 2025-08-26T20:05:25.0712337Z * [new branch] fca -> origin/fca 2025-08-26T20:05:25.0712502Z * [new branch] fca2_ca5984c -> origin/fca2_ca5984c 2025-08-26T20:05:25.0712658Z * [new branch] fca5 -> origin/fca5 2025-08-26T20:05:25.0712856Z * [new branch] feature/function-numa-binding -> origin/feature/function-numa-binding 2025-08-26T20:05:25.0713109Z * [new branch] feature/function-numa-binding-take2 -> origin/feature/function-numa-binding-take2 2025-08-26T20:05:25.0713347Z * [new branch] feature/numa-nproc-fix -> origin/feature/numa-nproc-fix 2025-08-26T20:05:25.0713570Z * [new branch] feature/numa-signpost-serialize -> origin/feature/numa-signpost-serialize 2025-08-26T20:05:25.0713800Z * [new branch] fengyuan/external-proj -> origin/fengyuan/external-proj 2025-08-26T20:05:25.0714060Z * [new branch] fengyuan/out-of-tree-xpu-ops-improve-test -> origin/fengyuan/out-of-tree-xpu-ops-improve-test 2025-08-26T20:05:25.0714363Z * [new branch] fengyuan/out-of-tree-xpu-ops-remove-dtype -> origin/fengyuan/out-of-tree-xpu-ops-remove-dtype 2025-08-26T20:05:25.0714612Z * [new branch] fengyuan/test-xpu -> origin/fengyuan/test-xpu 2025-08-26T20:05:25.0714801Z * [new branch] ffast_math_baseline -> origin/ffast_math_baseline 2025-08-26T20:05:25.0714978Z * [new branch] ffast_math_target -> origin/ffast_math_target 2025-08-26T20:05:25.0715160Z * [new branch] findhao/base_commit -> origin/findhao/base_commit 2025-08-26T20:05:25.0717509Z * [new branch] findhao/base_commit1 -> origin/findhao/base_commit1 2025-08-26T20:05:25.0717845Z * [new branch] findhao/multistream2 -> origin/findhao/multistream2 2025-08-26T20:05:25.0718165Z * [new branch] findhao/multistream5 -> origin/findhao/multistream5 2025-08-26T20:05:25.0718595Z * [new branch] findhao/multistream6 -> origin/findhao/multistream6 2025-08-26T20:05:25.0718913Z * [new branch] findhao/operatorbench3 -> origin/findhao/operatorbench3 2025-08-26T20:05:25.0719256Z * [new branch] findhao/operatorbench5 -> origin/findhao/operatorbench5 2025-08-26T20:05:25.0719588Z * [new branch] findhao/tritonparse -> origin/findhao/tritonparse 2025-08-26T20:05:25.0719996Z * [new branch] fix -> origin/fix 2025-08-26T20:05:25.0720297Z * [new branch] fix-ck-gemm-template-format -> origin/fix-ck-gemm-template-format 2025-08-26T20:05:25.0720691Z * [new branch] fix-config-ignore -> origin/fix-config-ignore 2025-08-26T20:05:25.0720992Z * [new branch] fix-dict-guard -> origin/fix-dict-guard 2025-08-26T20:05:25.0724004Z * [new branch] fix-distributed-warning -> origin/fix-distributed-warning 2025-08-26T20:05:25.0724293Z * [new branch] fix-inductor-periodic-0528 -> origin/fix-inductor-periodic-0528 2025-08-26T20:05:25.0724513Z * [new branch] fix-mps-benchmark -> origin/fix-mps-benchmark 2025-08-26T20:05:25.0724719Z * [new branch] fix-rlease-feature-template -> origin/fix-rlease-feature-template 2025-08-26T20:05:25.0724964Z * [new branch] fix-run-condition-upload-results -> origin/fix-run-condition-upload-results 2025-08-26T20:05:25.0725189Z * [new branch] fix-torchbench -> origin/fix-torchbench 2025-08-26T20:05:25.0725360Z * [new branch] fix_153389 -> origin/fix_153389 2025-08-26T20:05:25.0725543Z * [new branch] fix_fsdp_rs_bucket2 -> origin/fix_fsdp_rs_bucket2 2025-08-26T20:05:25.0725735Z * [new branch] fix_inductor_peridic_tests -> origin/fix_inductor_peridic_tests 2025-08-26T20:05:25.0725924Z * [new branch] fix_ubn_159469 -> origin/fix_ubn_159469 2025-08-26T20:05:25.0726093Z * [new branch] fixes-triage -> origin/fixes-triage 2025-08-26T20:05:25.0726267Z * [new branch] flash_decoding_cpu -> origin/flash_decoding_cpu 2025-08-26T20:05:25.0726443Z * [new branch] flex-flash -> origin/flex-flash 2025-08-26T20:05:25.0726612Z * [new branch] flex-lowering -> origin/flex-lowering 2025-08-26T20:05:25.0728632Z * [new branch] flex-warning -> origin/flex-warning 2025-08-26T20:05:25.0728841Z * [new branch] flex_attention_functorch_grad -> origin/flex_attention_functorch_grad 2025-08-26T20:05:25.0729039Z * [new branch] flex_flash -> origin/flex_flash 2025-08-26T20:05:25.0729226Z * [new branch] flexdecode-gqa-groups -> origin/flexdecode-gqa-groups 2025-08-26T20:05:25.0729450Z * [new branch] fmassa/fix_memeff_sharding_rule -> origin/fmassa/fix_memeff_sharding_rule 2025-08-26T20:05:25.0729786Z * [new branch] fmassa/try_fix_ac_tag_propagation -> origin/fmassa/try_fix_ac_tag_propagation 2025-08-26T20:05:25.0729994Z * [new branch] fsdp2_trace_rules -> origin/fsdp2_trace_rules 2025-08-26T20:05:25.0730165Z * [new branch] fsdpv2_3d -> origin/fsdpv2_3d 2025-08-26T20:05:25.0730330Z * [new branch] fsdpv2_3d_m1 -> origin/fsdpv2_3d_m1 2025-08-26T20:05:25.0730491Z * [new branch] fx_cpp -> origin/fx_cpp 2025-08-26T20:05:25.0730650Z * [new branch] fy/fix-win -> origin/fy/fix-win 2025-08-26T20:05:25.0730901Z * [new branch] gh/AlnisM/1/base -> origin/gh/AlnisM/1/base 2025-08-26T20:05:25.0731179Z * [new branch] gh/AlnisM/1/head -> origin/gh/AlnisM/1/head 2025-08-26T20:05:25.0733416Z * [new branch] gh/CaoE/2/base -> origin/gh/CaoE/2/base 2025-08-26T20:05:25.0733594Z * [new branch] gh/CaoE/2/head -> origin/gh/CaoE/2/head 2025-08-26T20:05:25.0733760Z * [new branch] gh/CaoE/2/orig -> origin/gh/CaoE/2/orig 2025-08-26T20:05:25.0733949Z * [new branch] gh/ColinPeppler/78/base -> origin/gh/ColinPeppler/78/base 2025-08-26T20:05:25.0734153Z * [new branch] gh/ColinPeppler/78/head -> origin/gh/ColinPeppler/78/head 2025-08-26T20:05:25.0734351Z * [new branch] gh/ColinPeppler/78/orig -> origin/gh/ColinPeppler/78/orig 2025-08-26T20:05:25.0734548Z * [new branch] gh/ColinPeppler/79/base -> origin/gh/ColinPeppler/79/base 2025-08-26T20:05:25.0734791Z * [new branch] gh/ColinPeppler/79/head -> origin/gh/ColinPeppler/79/head 2025-08-26T20:05:25.0735022Z * [new branch] gh/ColinPeppler/79/orig -> origin/gh/ColinPeppler/79/orig 2025-08-26T20:05:25.0735220Z * [new branch] gh/EikanWang/67/base -> origin/gh/EikanWang/67/base 2025-08-26T20:05:25.0735409Z * [new branch] gh/EikanWang/67/head -> origin/gh/EikanWang/67/head 2025-08-26T20:05:25.0737367Z * [new branch] gh/EikanWang/80/base -> origin/gh/EikanWang/80/base 2025-08-26T20:05:25.0737705Z * [new branch] gh/EikanWang/80/head -> origin/gh/EikanWang/80/head 2025-08-26T20:05:25.0738026Z * [new branch] gh/EikanWang/80/orig -> origin/gh/EikanWang/80/orig 2025-08-26T20:05:25.0738335Z * [new branch] gh/EikanWang/81/base -> origin/gh/EikanWang/81/base 2025-08-26T20:05:25.0738653Z * [new branch] gh/EikanWang/81/head -> origin/gh/EikanWang/81/head 2025-08-26T20:05:25.0738968Z * [new branch] gh/EikanWang/81/orig -> origin/gh/EikanWang/81/orig 2025-08-26T20:05:25.0739286Z * [new branch] gh/Gasoonjia/1/base -> origin/gh/Gasoonjia/1/base 2025-08-26T20:05:25.0739573Z * [new branch] gh/Gasoonjia/1/head -> origin/gh/Gasoonjia/1/head 2025-08-26T20:05:25.0739874Z * [new branch] gh/H-Huang/131/base -> origin/gh/H-Huang/131/base 2025-08-26T20:05:25.0740062Z * [new branch] gh/H-Huang/131/head -> origin/gh/H-Huang/131/head 2025-08-26T20:05:25.0740239Z * [new branch] gh/H-Huang/131/orig -> origin/gh/H-Huang/131/orig 2025-08-26T20:05:25.0740417Z * [new branch] gh/H-Huang/132/base -> origin/gh/H-Huang/132/base 2025-08-26T20:05:25.0740597Z * [new branch] gh/H-Huang/132/head -> origin/gh/H-Huang/132/head 2025-08-26T20:05:25.0740781Z * [new branch] gh/H-Huang/132/orig -> origin/gh/H-Huang/132/orig 2025-08-26T20:05:25.0740958Z * [new branch] gh/H-Huang/180/base -> origin/gh/H-Huang/180/base 2025-08-26T20:05:25.0741134Z * [new branch] gh/H-Huang/180/head -> origin/gh/H-Huang/180/head 2025-08-26T20:05:25.0741311Z * [new branch] gh/H-Huang/180/orig -> origin/gh/H-Huang/180/orig 2025-08-26T20:05:25.0741493Z * [new branch] gh/H-Huang/182/base -> origin/gh/H-Huang/182/base 2025-08-26T20:05:25.0741670Z * [new branch] gh/H-Huang/182/head -> origin/gh/H-Huang/182/head 2025-08-26T20:05:25.0741848Z * [new branch] gh/H-Huang/182/orig -> origin/gh/H-Huang/182/orig 2025-08-26T20:05:25.0742024Z * [new branch] gh/H-Huang/187/base -> origin/gh/H-Huang/187/base 2025-08-26T20:05:25.0742204Z * [new branch] gh/H-Huang/187/head -> origin/gh/H-Huang/187/head 2025-08-26T20:05:25.0742382Z * [new branch] gh/H-Huang/187/orig -> origin/gh/H-Huang/187/orig 2025-08-26T20:05:25.0742558Z * [new branch] gh/H-Huang/196/base -> origin/gh/H-Huang/196/base 2025-08-26T20:05:25.0749429Z * [new branch] gh/H-Huang/196/head -> origin/gh/H-Huang/196/head 2025-08-26T20:05:25.0750002Z * [new branch] gh/H-Huang/196/orig -> origin/gh/H-Huang/196/orig 2025-08-26T20:05:25.0750300Z * [new branch] gh/H-Huang/197/base -> origin/gh/H-Huang/197/base 2025-08-26T20:05:25.0750597Z * [new branch] gh/H-Huang/197/head -> origin/gh/H-Huang/197/head 2025-08-26T20:05:25.0750904Z * [new branch] gh/H-Huang/197/orig -> origin/gh/H-Huang/197/orig 2025-08-26T20:05:25.0751218Z * [new branch] gh/H-Huang/198/base -> origin/gh/H-Huang/198/base 2025-08-26T20:05:25.0751517Z * [new branch] gh/H-Huang/198/head -> origin/gh/H-Huang/198/head 2025-08-26T20:05:25.0751874Z * [new branch] gh/H-Huang/198/orig -> origin/gh/H-Huang/198/orig 2025-08-26T20:05:25.0752185Z * [new branch] gh/H-Huang/200/base -> origin/gh/H-Huang/200/base 2025-08-26T20:05:25.0752496Z * [new branch] gh/H-Huang/200/head -> origin/gh/H-Huang/200/head 2025-08-26T20:05:25.0755636Z * [new branch] gh/H-Huang/200/orig -> origin/gh/H-Huang/200/orig 2025-08-26T20:05:25.0755866Z * [new branch] gh/H-Huang/201/base -> origin/gh/H-Huang/201/base 2025-08-26T20:05:25.0756053Z * [new branch] gh/H-Huang/201/head -> origin/gh/H-Huang/201/head 2025-08-26T20:05:25.0756231Z * [new branch] gh/H-Huang/201/orig -> origin/gh/H-Huang/201/orig 2025-08-26T20:05:25.0756417Z * [new branch] gh/H-Huang/202/base -> origin/gh/H-Huang/202/base 2025-08-26T20:05:25.0756594Z * [new branch] gh/H-Huang/202/head -> origin/gh/H-Huang/202/head 2025-08-26T20:05:25.0756778Z * [new branch] gh/H-Huang/202/orig -> origin/gh/H-Huang/202/orig 2025-08-26T20:05:25.0756955Z * [new branch] gh/H-Huang/203/base -> origin/gh/H-Huang/203/base 2025-08-26T20:05:25.0757134Z * [new branch] gh/H-Huang/203/head -> origin/gh/H-Huang/203/head 2025-08-26T20:05:25.0757321Z * [new branch] gh/H-Huang/203/orig -> origin/gh/H-Huang/203/orig 2025-08-26T20:05:25.0757497Z * [new branch] gh/H-Huang/204/base -> origin/gh/H-Huang/204/base 2025-08-26T20:05:25.0757673Z * [new branch] gh/H-Huang/204/head -> origin/gh/H-Huang/204/head 2025-08-26T20:05:25.0757855Z * [new branch] gh/H-Huang/204/orig -> origin/gh/H-Huang/204/orig 2025-08-26T20:05:25.0758035Z * [new branch] gh/H-Huang/205/base -> origin/gh/H-Huang/205/base 2025-08-26T20:05:25.0758215Z * [new branch] gh/H-Huang/205/head -> origin/gh/H-Huang/205/head 2025-08-26T20:05:25.0758391Z * [new branch] gh/H-Huang/205/orig -> origin/gh/H-Huang/205/orig 2025-08-26T20:05:25.0758574Z * [new branch] gh/H-Huang/206/base -> origin/gh/H-Huang/206/base 2025-08-26T20:05:25.0758763Z * [new branch] gh/H-Huang/206/head -> origin/gh/H-Huang/206/head 2025-08-26T20:05:25.0758944Z * [new branch] gh/H-Huang/206/orig -> origin/gh/H-Huang/206/orig 2025-08-26T20:05:25.0759123Z * [new branch] gh/H-Huang/207/base -> origin/gh/H-Huang/207/base 2025-08-26T20:05:25.0759301Z * [new branch] gh/H-Huang/207/head -> origin/gh/H-Huang/207/head 2025-08-26T20:05:25.0759485Z * [new branch] gh/H-Huang/207/orig -> origin/gh/H-Huang/207/orig 2025-08-26T20:05:25.0759774Z * [new branch] gh/H-Huang/208/base -> origin/gh/H-Huang/208/base 2025-08-26T20:05:25.0759958Z * [new branch] gh/H-Huang/208/head -> origin/gh/H-Huang/208/head 2025-08-26T20:05:25.0760146Z * [new branch] gh/H-Huang/208/orig -> origin/gh/H-Huang/208/orig 2025-08-26T20:05:25.0760324Z * [new branch] gh/H-Huang/209/base -> origin/gh/H-Huang/209/base 2025-08-26T20:05:25.0760598Z * [new branch] gh/H-Huang/209/head -> origin/gh/H-Huang/209/head 2025-08-26T20:05:25.0760779Z * [new branch] gh/H-Huang/209/orig -> origin/gh/H-Huang/209/orig 2025-08-26T20:05:25.0760956Z * [new branch] gh/H-Huang/210/base -> origin/gh/H-Huang/210/base 2025-08-26T20:05:25.0761169Z * [new branch] gh/H-Huang/210/head -> origin/gh/H-Huang/210/head 2025-08-26T20:05:25.0761448Z * [new branch] gh/H-Huang/210/orig -> origin/gh/H-Huang/210/orig 2025-08-26T20:05:25.0761729Z * [new branch] gh/H-Huang/211/base -> origin/gh/H-Huang/211/base 2025-08-26T20:05:25.0762089Z * [new branch] gh/H-Huang/211/head -> origin/gh/H-Huang/211/head 2025-08-26T20:05:25.0765522Z * [new branch] gh/H-Huang/211/orig -> origin/gh/H-Huang/211/orig 2025-08-26T20:05:25.0765994Z * [new branch] gh/H-Huang/212/base -> origin/gh/H-Huang/212/base 2025-08-26T20:05:25.0766312Z * [new branch] gh/H-Huang/212/head -> origin/gh/H-Huang/212/head 2025-08-26T20:05:25.0766627Z * [new branch] gh/H-Huang/212/orig -> origin/gh/H-Huang/212/orig 2025-08-26T20:05:25.0766982Z * [new branch] gh/IvanKobzarev/111/base -> origin/gh/IvanKobzarev/111/base 2025-08-26T20:05:25.0767335Z * [new branch] gh/IvanKobzarev/111/head -> origin/gh/IvanKobzarev/111/head 2025-08-26T20:05:25.0767691Z * [new branch] gh/IvanKobzarev/111/orig -> origin/gh/IvanKobzarev/111/orig 2025-08-26T20:05:25.0768045Z * [new branch] gh/IvanKobzarev/112/base -> origin/gh/IvanKobzarev/112/base 2025-08-26T20:05:25.0768410Z * [new branch] gh/IvanKobzarev/112/head -> origin/gh/IvanKobzarev/112/head 2025-08-26T20:05:25.0768756Z * [new branch] gh/IvanKobzarev/112/orig -> origin/gh/IvanKobzarev/112/orig 2025-08-26T20:05:25.0769112Z * [new branch] gh/IvanKobzarev/115/base -> origin/gh/IvanKobzarev/115/base 2025-08-26T20:05:25.0769465Z * [new branch] gh/IvanKobzarev/115/head -> origin/gh/IvanKobzarev/115/head 2025-08-26T20:05:25.0769930Z * [new branch] gh/IvanKobzarev/115/orig -> origin/gh/IvanKobzarev/115/orig 2025-08-26T20:05:25.0773909Z * [new branch] gh/IvanKobzarev/116/base -> origin/gh/IvanKobzarev/116/base 2025-08-26T20:05:25.0774338Z * [new branch] gh/IvanKobzarev/116/head -> origin/gh/IvanKobzarev/116/head 2025-08-26T20:05:25.0774712Z * [new branch] gh/IvanKobzarev/116/orig -> origin/gh/IvanKobzarev/116/orig 2025-08-26T20:05:25.0775071Z * [new branch] gh/IvanKobzarev/118/base -> origin/gh/IvanKobzarev/118/base 2025-08-26T20:05:25.0775423Z * [new branch] gh/IvanKobzarev/118/head -> origin/gh/IvanKobzarev/118/head 2025-08-26T20:05:25.0775781Z * [new branch] gh/IvanKobzarev/118/orig -> origin/gh/IvanKobzarev/118/orig 2025-08-26T20:05:25.0776134Z * [new branch] gh/IvanKobzarev/124/base -> origin/gh/IvanKobzarev/124/base 2025-08-26T20:05:25.0776485Z * [new branch] gh/IvanKobzarev/124/head -> origin/gh/IvanKobzarev/124/head 2025-08-26T20:05:25.0776844Z * [new branch] gh/IvanKobzarev/124/orig -> origin/gh/IvanKobzarev/124/orig 2025-08-26T20:05:25.0777190Z * [new branch] gh/IvanKobzarev/126/base -> origin/gh/IvanKobzarev/126/base 2025-08-26T20:05:25.0777537Z * [new branch] gh/IvanKobzarev/126/head -> origin/gh/IvanKobzarev/126/head 2025-08-26T20:05:25.0777890Z * [new branch] gh/IvanKobzarev/126/orig -> origin/gh/IvanKobzarev/126/orig 2025-08-26T20:05:25.0778224Z * [new branch] gh/IvanKobzarev/127/base -> origin/gh/IvanKobzarev/127/base 2025-08-26T20:05:25.0778561Z * [new branch] gh/IvanKobzarev/127/head -> origin/gh/IvanKobzarev/127/head 2025-08-26T20:05:25.0779063Z * [new branch] gh/IvanKobzarev/127/orig -> origin/gh/IvanKobzarev/127/orig 2025-08-26T20:05:25.0779418Z * [new branch] gh/IvanKobzarev/128/base -> origin/gh/IvanKobzarev/128/base 2025-08-26T20:05:25.0779890Z * [new branch] gh/IvanKobzarev/128/head -> origin/gh/IvanKobzarev/128/head 2025-08-26T20:05:25.0780252Z * [new branch] gh/IvanKobzarev/128/orig -> origin/gh/IvanKobzarev/128/orig 2025-08-26T20:05:25.0780606Z * [new branch] gh/IvanKobzarev/132/base -> origin/gh/IvanKobzarev/132/base 2025-08-26T20:05:25.0784032Z * [new branch] gh/IvanKobzarev/132/head -> origin/gh/IvanKobzarev/132/head 2025-08-26T20:05:25.0784561Z * [new branch] gh/IvanKobzarev/132/orig -> origin/gh/IvanKobzarev/132/orig 2025-08-26T20:05:25.0784918Z * [new branch] gh/IvanKobzarev/133/base -> origin/gh/IvanKobzarev/133/base 2025-08-26T20:05:25.0785258Z * [new branch] gh/IvanKobzarev/133/head -> origin/gh/IvanKobzarev/133/head 2025-08-26T20:05:25.0785590Z * [new branch] gh/IvanKobzarev/133/orig -> origin/gh/IvanKobzarev/133/orig 2025-08-26T20:05:25.0785926Z * [new branch] gh/IvanKobzarev/134/base -> origin/gh/IvanKobzarev/134/base 2025-08-26T20:05:25.0786256Z * [new branch] gh/IvanKobzarev/134/head -> origin/gh/IvanKobzarev/134/head 2025-08-26T20:05:25.0786582Z * [new branch] gh/IvanKobzarev/134/orig -> origin/gh/IvanKobzarev/134/orig 2025-08-26T20:05:25.0786841Z * [new branch] gh/IvanKobzarev/135/base -> origin/gh/IvanKobzarev/135/base 2025-08-26T20:05:25.0787041Z * [new branch] gh/IvanKobzarev/135/head -> origin/gh/IvanKobzarev/135/head 2025-08-26T20:05:25.0787252Z * [new branch] gh/IvanKobzarev/135/orig -> origin/gh/IvanKobzarev/135/orig 2025-08-26T20:05:25.0787452Z * [new branch] gh/IvanKobzarev/136/base -> origin/gh/IvanKobzarev/136/base 2025-08-26T20:05:25.0787659Z * [new branch] gh/IvanKobzarev/136/head -> origin/gh/IvanKobzarev/136/head 2025-08-26T20:05:25.0787857Z * [new branch] gh/IvanKobzarev/136/orig -> origin/gh/IvanKobzarev/136/orig 2025-08-26T20:05:25.0788053Z * [new branch] gh/IvanKobzarev/137/base -> origin/gh/IvanKobzarev/137/base 2025-08-26T20:05:25.0788249Z * [new branch] gh/IvanKobzarev/137/head -> origin/gh/IvanKobzarev/137/head 2025-08-26T20:05:25.0788448Z * [new branch] gh/IvanKobzarev/137/orig -> origin/gh/IvanKobzarev/137/orig 2025-08-26T20:05:25.0788651Z * [new branch] gh/IvanKobzarev/138/base -> origin/gh/IvanKobzarev/138/base 2025-08-26T20:05:25.0789033Z * [new branch] gh/IvanKobzarev/138/head -> origin/gh/IvanKobzarev/138/head 2025-08-26T20:05:25.0792025Z * [new branch] gh/IvanKobzarev/138/orig -> origin/gh/IvanKobzarev/138/orig 2025-08-26T20:05:25.0792294Z * [new branch] gh/IvanKobzarev/139/base -> origin/gh/IvanKobzarev/139/base 2025-08-26T20:05:25.0792504Z * [new branch] gh/IvanKobzarev/139/head -> origin/gh/IvanKobzarev/139/head 2025-08-26T20:05:25.0792704Z * [new branch] gh/IvanKobzarev/139/orig -> origin/gh/IvanKobzarev/139/orig 2025-08-26T20:05:25.0792903Z * [new branch] gh/IvanKobzarev/140/base -> origin/gh/IvanKobzarev/140/base 2025-08-26T20:05:25.0793104Z * [new branch] gh/IvanKobzarev/140/head -> origin/gh/IvanKobzarev/140/head 2025-08-26T20:05:25.0793303Z * [new branch] gh/IvanKobzarev/140/orig -> origin/gh/IvanKobzarev/140/orig 2025-08-26T20:05:25.0793501Z * [new branch] gh/IvanKobzarev/141/base -> origin/gh/IvanKobzarev/141/base 2025-08-26T20:05:25.0793704Z * [new branch] gh/IvanKobzarev/141/head -> origin/gh/IvanKobzarev/141/head 2025-08-26T20:05:25.0793909Z * [new branch] gh/IvanKobzarev/141/orig -> origin/gh/IvanKobzarev/141/orig 2025-08-26T20:05:25.0794218Z * [new branch] gh/IvanKobzarev/142/base -> origin/gh/IvanKobzarev/142/base 2025-08-26T20:05:25.0794417Z * [new branch] gh/IvanKobzarev/142/head -> origin/gh/IvanKobzarev/142/head 2025-08-26T20:05:25.0794618Z * [new branch] gh/IvanKobzarev/142/orig -> origin/gh/IvanKobzarev/142/orig 2025-08-26T20:05:25.0794818Z * [new branch] gh/IvanKobzarev/143/base -> origin/gh/IvanKobzarev/143/base 2025-08-26T20:05:25.0796997Z * [new branch] gh/IvanKobzarev/143/head -> origin/gh/IvanKobzarev/143/head 2025-08-26T20:05:25.0797221Z * [new branch] gh/IvanKobzarev/143/orig -> origin/gh/IvanKobzarev/143/orig 2025-08-26T20:05:25.0797487Z * [new branch] gh/NikhilAPatel/1/base -> origin/gh/NikhilAPatel/1/base 2025-08-26T20:05:25.0797692Z * [new branch] gh/NikhilAPatel/1/head -> origin/gh/NikhilAPatel/1/head 2025-08-26T20:05:25.0797890Z * [new branch] gh/NikhilAPatel/2/base -> origin/gh/NikhilAPatel/2/base 2025-08-26T20:05:25.0798085Z * [new branch] gh/NikhilAPatel/2/head -> origin/gh/NikhilAPatel/2/head 2025-08-26T20:05:25.0798281Z * [new branch] gh/NikhilAPatel/4/base -> origin/gh/NikhilAPatel/4/base 2025-08-26T20:05:25.0798475Z * [new branch] gh/NikhilAPatel/4/head -> origin/gh/NikhilAPatel/4/head 2025-08-26T20:05:25.0798665Z * [new branch] gh/NikhilAPatel/8/base -> origin/gh/NikhilAPatel/8/base 2025-08-26T20:05:25.0798866Z * [new branch] gh/NikhilAPatel/8/head -> origin/gh/NikhilAPatel/8/head 2025-08-26T20:05:25.0799059Z * [new branch] gh/NikhilAPatel/8/orig -> origin/gh/NikhilAPatel/8/orig 2025-08-26T20:05:25.0799257Z * [new branch] gh/NikhilAPatel/9/base -> origin/gh/NikhilAPatel/9/base 2025-08-26T20:05:25.0799463Z * [new branch] gh/NikhilAPatel/9/head -> origin/gh/NikhilAPatel/9/head 2025-08-26T20:05:25.0802355Z * [new branch] gh/NikhilAPatel/9/orig -> origin/gh/NikhilAPatel/9/orig 2025-08-26T20:05:25.0802738Z * [new branch] gh/PaliC/1/base -> origin/gh/PaliC/1/base 2025-08-26T20:05:25.0803072Z * [new branch] gh/PaliC/1/head -> origin/gh/PaliC/1/head 2025-08-26T20:05:25.0803363Z * [new branch] gh/PaliC/1/orig -> origin/gh/PaliC/1/orig 2025-08-26T20:05:25.0803650Z * [new branch] gh/PaliC/12/base -> origin/gh/PaliC/12/base 2025-08-26T20:05:25.0803934Z * [new branch] gh/PaliC/12/head -> origin/gh/PaliC/12/head 2025-08-26T20:05:25.0804173Z * [new branch] gh/PaliC/12/orig -> origin/gh/PaliC/12/orig 2025-08-26T20:05:25.0804353Z * [new branch] gh/PaliC/13/base -> origin/gh/PaliC/13/base 2025-08-26T20:05:25.0804527Z * [new branch] gh/PaliC/13/head -> origin/gh/PaliC/13/head 2025-08-26T20:05:25.0804707Z * [new branch] gh/PaliC/13/orig -> origin/gh/PaliC/13/orig 2025-08-26T20:05:25.0804884Z * [new branch] gh/PaliC/14/base -> origin/gh/PaliC/14/base 2025-08-26T20:05:25.0805058Z * [new branch] gh/PaliC/14/head -> origin/gh/PaliC/14/head 2025-08-26T20:05:25.0807247Z * [new branch] gh/PaliC/14/orig -> origin/gh/PaliC/14/orig 2025-08-26T20:05:25.0807431Z * [new branch] gh/PaliC/16/base -> origin/gh/PaliC/16/base 2025-08-26T20:05:25.0807610Z * [new branch] gh/PaliC/16/head -> origin/gh/PaliC/16/head 2025-08-26T20:05:25.0807788Z * [new branch] gh/PaliC/16/orig -> origin/gh/PaliC/16/orig 2025-08-26T20:05:25.0807964Z * [new branch] gh/PaliC/17/base -> origin/gh/PaliC/17/base 2025-08-26T20:05:25.0808138Z * [new branch] gh/PaliC/17/head -> origin/gh/PaliC/17/head 2025-08-26T20:05:25.0808410Z * [new branch] gh/PaliC/17/orig -> origin/gh/PaliC/17/orig 2025-08-26T20:05:25.0808584Z * [new branch] gh/PaliC/18/base -> origin/gh/PaliC/18/base 2025-08-26T20:05:25.0808756Z * [new branch] gh/PaliC/18/head -> origin/gh/PaliC/18/head 2025-08-26T20:05:25.0808928Z * [new branch] gh/PaliC/18/orig -> origin/gh/PaliC/18/orig 2025-08-26T20:05:25.0809103Z * [new branch] gh/PaliC/19/base -> origin/gh/PaliC/19/base 2025-08-26T20:05:25.0809277Z * [new branch] gh/PaliC/19/head -> origin/gh/PaliC/19/head 2025-08-26T20:05:25.0809450Z * [new branch] gh/PaliC/19/orig -> origin/gh/PaliC/19/orig 2025-08-26T20:05:25.0809770Z * [new branch] gh/PaliC/2/base -> origin/gh/PaliC/2/base 2025-08-26T20:05:25.0809944Z * [new branch] gh/PaliC/2/head -> origin/gh/PaliC/2/head 2025-08-26T20:05:25.0810119Z * [new branch] gh/PaliC/2/orig -> origin/gh/PaliC/2/orig 2025-08-26T20:05:25.0810291Z * [new branch] gh/PaliC/20/base -> origin/gh/PaliC/20/base 2025-08-26T20:05:25.0810473Z * [new branch] gh/PaliC/20/head -> origin/gh/PaliC/20/head 2025-08-26T20:05:25.0810645Z * [new branch] gh/PaliC/20/orig -> origin/gh/PaliC/20/orig 2025-08-26T20:05:25.0810821Z * [new branch] gh/PaliC/21/base -> origin/gh/PaliC/21/base 2025-08-26T20:05:25.0810996Z * [new branch] gh/PaliC/21/head -> origin/gh/PaliC/21/head 2025-08-26T20:05:25.0811175Z * [new branch] gh/PaliC/21/orig -> origin/gh/PaliC/21/orig 2025-08-26T20:05:25.0811357Z * [new branch] gh/PaliC/22/base -> origin/gh/PaliC/22/base 2025-08-26T20:05:25.0811535Z * [new branch] gh/PaliC/22/head -> origin/gh/PaliC/22/head 2025-08-26T20:05:25.0814297Z * [new branch] gh/PaliC/22/orig -> origin/gh/PaliC/22/orig 2025-08-26T20:05:25.0814592Z * [new branch] gh/PaliC/23/base -> origin/gh/PaliC/23/base 2025-08-26T20:05:25.0814869Z * [new branch] gh/PaliC/23/head -> origin/gh/PaliC/23/head 2025-08-26T20:05:25.0815153Z * [new branch] gh/PaliC/23/orig -> origin/gh/PaliC/23/orig 2025-08-26T20:05:25.0815418Z * [new branch] gh/PaliC/24/base -> origin/gh/PaliC/24/base 2025-08-26T20:05:25.0815698Z * [new branch] gh/PaliC/24/head -> origin/gh/PaliC/24/head 2025-08-26T20:05:25.0816009Z * [new branch] gh/PaliC/24/orig -> origin/gh/PaliC/24/orig 2025-08-26T20:05:25.0816315Z * [new branch] gh/PaulZhang12/17/base -> origin/gh/PaulZhang12/17/base 2025-08-26T20:05:25.0816644Z * [new branch] gh/PaulZhang12/17/head -> origin/gh/PaulZhang12/17/head 2025-08-26T20:05:25.0816970Z * [new branch] gh/PaulZhang12/20/base -> origin/gh/PaulZhang12/20/base 2025-08-26T20:05:25.0817309Z * [new branch] gh/PaulZhang12/20/head -> origin/gh/PaulZhang12/20/head 2025-08-26T20:05:25.0820673Z * [new branch] gh/PaulZhang12/20/orig -> origin/gh/PaulZhang12/20/orig 2025-08-26T20:05:25.0821091Z * [new branch] gh/PaulZhang12/21/base -> origin/gh/PaulZhang12/21/base 2025-08-26T20:05:25.0821432Z * [new branch] gh/PaulZhang12/21/head -> origin/gh/PaulZhang12/21/head 2025-08-26T20:05:25.0821761Z * [new branch] gh/PaulZhang12/21/orig -> origin/gh/PaulZhang12/21/orig 2025-08-26T20:05:25.0822111Z * [new branch] gh/PaulZhang12/22/base -> origin/gh/PaulZhang12/22/base 2025-08-26T20:05:25.0822448Z * [new branch] gh/PaulZhang12/22/head -> origin/gh/PaulZhang12/22/head 2025-08-26T20:05:25.0822778Z * [new branch] gh/PaulZhang12/22/orig -> origin/gh/PaulZhang12/22/orig 2025-08-26T20:05:25.0823266Z * [new branch] gh/SamGinzburg/11/base -> origin/gh/SamGinzburg/11/base 2025-08-26T20:05:25.0823661Z * [new branch] gh/SamGinzburg/11/head -> origin/gh/SamGinzburg/11/head 2025-08-26T20:05:25.0824014Z * [new branch] gh/Sidharth123-cpu/24/base -> origin/gh/Sidharth123-cpu/24/base 2025-08-26T20:05:25.0824378Z * [new branch] gh/Sidharth123-cpu/25/base -> origin/gh/Sidharth123-cpu/25/base 2025-08-26T20:05:25.0824730Z * [new branch] gh/Sidharth123-cpu/26/base -> origin/gh/Sidharth123-cpu/26/base 2025-08-26T20:05:25.0825070Z * [new branch] gh/Sidharth123-cpu/27/base -> origin/gh/Sidharth123-cpu/27/base 2025-08-26T20:05:25.0825499Z * [new branch] gh/StrongerXi/1/base -> origin/gh/StrongerXi/1/base 2025-08-26T20:05:25.0825807Z * [new branch] gh/StrongerXi/1/head -> origin/gh/StrongerXi/1/head 2025-08-26T20:05:25.0826139Z * [new branch] gh/StrongerXi/103/base -> origin/gh/StrongerXi/103/base 2025-08-26T20:05:25.0830304Z * [new branch] gh/StrongerXi/103/head -> origin/gh/StrongerXi/103/head 2025-08-26T20:05:25.0830656Z * [new branch] gh/StrongerXi/103/orig -> origin/gh/StrongerXi/103/orig 2025-08-26T20:05:25.0830981Z * [new branch] gh/StrongerXi/133/base -> origin/gh/StrongerXi/133/base 2025-08-26T20:05:25.0831304Z * [new branch] gh/StrongerXi/133/head -> origin/gh/StrongerXi/133/head 2025-08-26T20:05:25.0831647Z * [new branch] gh/StrongerXi/133/orig -> origin/gh/StrongerXi/133/orig 2025-08-26T20:05:25.0831967Z * [new branch] gh/StrongerXi/134/base -> origin/gh/StrongerXi/134/base 2025-08-26T20:05:25.0832295Z * [new branch] gh/StrongerXi/134/head -> origin/gh/StrongerXi/134/head 2025-08-26T20:05:25.0832611Z * [new branch] gh/StrongerXi/134/orig -> origin/gh/StrongerXi/134/orig 2025-08-26T20:05:25.0832947Z * [new branch] gh/StrongerXi/136/base -> origin/gh/StrongerXi/136/base 2025-08-26T20:05:25.0833284Z * [new branch] gh/StrongerXi/136/head -> origin/gh/StrongerXi/136/head 2025-08-26T20:05:25.0833625Z * [new branch] gh/StrongerXi/136/orig -> origin/gh/StrongerXi/136/orig 2025-08-26T20:05:25.0833952Z * [new branch] gh/StrongerXi/137/base -> origin/gh/StrongerXi/137/base 2025-08-26T20:05:25.0834286Z * [new branch] gh/StrongerXi/137/head -> origin/gh/StrongerXi/137/head 2025-08-26T20:05:25.0834615Z * [new branch] gh/StrongerXi/137/orig -> origin/gh/StrongerXi/137/orig 2025-08-26T20:05:25.0834955Z * [new branch] gh/StrongerXi/138/base -> origin/gh/StrongerXi/138/base 2025-08-26T20:05:25.0835291Z * [new branch] gh/StrongerXi/138/head -> origin/gh/StrongerXi/138/head 2025-08-26T20:05:25.0835627Z * [new branch] gh/StrongerXi/138/orig -> origin/gh/StrongerXi/138/orig 2025-08-26T20:05:25.0835965Z * [new branch] gh/StrongerXi/139/base -> origin/gh/StrongerXi/139/base 2025-08-26T20:05:25.0836296Z * [new branch] gh/StrongerXi/139/head -> origin/gh/StrongerXi/139/head 2025-08-26T20:05:25.0836979Z * [new branch] gh/StrongerXi/139/orig -> origin/gh/StrongerXi/139/orig 2025-08-26T20:05:25.0837313Z * [new branch] gh/StrongerXi/140/base -> origin/gh/StrongerXi/140/base 2025-08-26T20:05:25.0837646Z * [new branch] gh/StrongerXi/140/head -> origin/gh/StrongerXi/140/head 2025-08-26T20:05:25.0837992Z * [new branch] gh/StrongerXi/140/orig -> origin/gh/StrongerXi/140/orig 2025-08-26T20:05:25.0838319Z * [new branch] gh/StrongerXi/71/base -> origin/gh/StrongerXi/71/base 2025-08-26T20:05:25.0838647Z * [new branch] gh/StrongerXi/71/head -> origin/gh/StrongerXi/71/head 2025-08-26T20:05:25.0839111Z * [new branch] gh/StrongerXi/72/base -> origin/gh/StrongerXi/72/base 2025-08-26T20:05:25.0839455Z * [new branch] gh/StrongerXi/72/head -> origin/gh/StrongerXi/72/head 2025-08-26T20:05:25.0839913Z * [new branch] gh/XilunWu/133/base -> origin/gh/XilunWu/133/base 2025-08-26T20:05:25.0840227Z * [new branch] gh/XilunWu/133/head -> origin/gh/XilunWu/133/head 2025-08-26T20:05:25.0844029Z * [new branch] gh/XilunWu/133/orig -> origin/gh/XilunWu/133/orig 2025-08-26T20:05:25.0844370Z * [new branch] gh/XilunWu/139/base -> origin/gh/XilunWu/139/base 2025-08-26T20:05:25.0844848Z * [new branch] gh/XilunWu/139/head -> origin/gh/XilunWu/139/head 2025-08-26T20:05:25.0845161Z * [new branch] gh/XilunWu/139/orig -> origin/gh/XilunWu/139/orig 2025-08-26T20:05:25.0845475Z * [new branch] gh/XilunWu/143/base -> origin/gh/XilunWu/143/base 2025-08-26T20:05:25.0845782Z * [new branch] gh/XilunWu/143/head -> origin/gh/XilunWu/143/head 2025-08-26T20:05:25.0846080Z * [new branch] gh/XilunWu/143/orig -> origin/gh/XilunWu/143/orig 2025-08-26T20:05:25.0846385Z * [new branch] gh/XilunWu/144/base -> origin/gh/XilunWu/144/base 2025-08-26T20:05:25.0846682Z * [new branch] gh/XilunWu/144/head -> origin/gh/XilunWu/144/head 2025-08-26T20:05:25.0846984Z * [new branch] gh/XilunWu/144/orig -> origin/gh/XilunWu/144/orig 2025-08-26T20:05:25.0847285Z * [new branch] gh/XilunWu/145/base -> origin/gh/XilunWu/145/base 2025-08-26T20:05:25.0847604Z * [new branch] gh/XilunWu/145/head -> origin/gh/XilunWu/145/head 2025-08-26T20:05:25.0847906Z * [new branch] gh/XilunWu/145/orig -> origin/gh/XilunWu/145/orig 2025-08-26T20:05:25.0848207Z * [new branch] gh/XilunWu/146/base -> origin/gh/XilunWu/146/base 2025-08-26T20:05:25.0848517Z * [new branch] gh/XilunWu/146/head -> origin/gh/XilunWu/146/head 2025-08-26T20:05:25.0848830Z * [new branch] gh/XilunWu/146/orig -> origin/gh/XilunWu/146/orig 2025-08-26T20:05:25.0849158Z * [new branch] gh/XilunWu/147/base -> origin/gh/XilunWu/147/base 2025-08-26T20:05:25.0849473Z * [new branch] gh/XilunWu/147/head -> origin/gh/XilunWu/147/head 2025-08-26T20:05:25.0849895Z * [new branch] gh/XilunWu/147/orig -> origin/gh/XilunWu/147/orig 2025-08-26T20:05:25.0850209Z * [new branch] gh/XilunWu/148/base -> origin/gh/XilunWu/148/base 2025-08-26T20:05:25.0850526Z * [new branch] gh/XilunWu/148/head -> origin/gh/XilunWu/148/head 2025-08-26T20:05:25.0850841Z * [new branch] gh/XilunWu/148/orig -> origin/gh/XilunWu/148/orig 2025-08-26T20:05:25.0851158Z * [new branch] gh/XilunWu/149/base -> origin/gh/XilunWu/149/base 2025-08-26T20:05:25.0851467Z * [new branch] gh/XilunWu/149/head -> origin/gh/XilunWu/149/head 2025-08-26T20:05:25.0851782Z * [new branch] gh/XilunWu/149/orig -> origin/gh/XilunWu/149/orig 2025-08-26T20:05:25.0852103Z * [new branch] gh/XilunWu/150/base -> origin/gh/XilunWu/150/base 2025-08-26T20:05:25.0852415Z * [new branch] gh/XilunWu/150/head -> origin/gh/XilunWu/150/head 2025-08-26T20:05:25.0852730Z * [new branch] gh/XilunWu/150/orig -> origin/gh/XilunWu/150/orig 2025-08-26T20:05:25.0853051Z * [new branch] gh/XilunWu/151/base -> origin/gh/XilunWu/151/base 2025-08-26T20:05:25.0853371Z * [new branch] gh/XilunWu/151/head -> origin/gh/XilunWu/151/head 2025-08-26T20:05:25.0853682Z * [new branch] gh/XilunWu/151/orig -> origin/gh/XilunWu/151/orig 2025-08-26T20:05:25.0854119Z * [new branch] gh/XilunWu/152/base -> origin/gh/XilunWu/152/base 2025-08-26T20:05:25.0854445Z * [new branch] gh/XilunWu/152/head -> origin/gh/XilunWu/152/head 2025-08-26T20:05:25.0854760Z * [new branch] gh/XilunWu/152/orig -> origin/gh/XilunWu/152/orig 2025-08-26T20:05:25.0855074Z * [new branch] gh/XilunWu/153/base -> origin/gh/XilunWu/153/base 2025-08-26T20:05:25.0855385Z * [new branch] gh/XilunWu/153/head -> origin/gh/XilunWu/153/head 2025-08-26T20:05:25.0855693Z * [new branch] gh/XilunWu/153/orig -> origin/gh/XilunWu/153/orig 2025-08-26T20:05:25.0859781Z * [new branch] gh/XilunWu/159/base -> origin/gh/XilunWu/159/base 2025-08-26T20:05:25.0860296Z * [new branch] gh/XilunWu/159/head -> origin/gh/XilunWu/159/head 2025-08-26T20:05:25.0860625Z * [new branch] gh/XilunWu/159/orig -> origin/gh/XilunWu/159/orig 2025-08-26T20:05:25.0860947Z * [new branch] gh/XilunWu/160/base -> origin/gh/XilunWu/160/base 2025-08-26T20:05:25.0861266Z * [new branch] gh/XilunWu/160/head -> origin/gh/XilunWu/160/head 2025-08-26T20:05:25.0861583Z * [new branch] gh/XilunWu/160/orig -> origin/gh/XilunWu/160/orig 2025-08-26T20:05:25.0861893Z * [new branch] gh/XilunWu/161/base -> origin/gh/XilunWu/161/base 2025-08-26T20:05:25.0862207Z * [new branch] gh/XilunWu/161/head -> origin/gh/XilunWu/161/head 2025-08-26T20:05:25.0862512Z * [new branch] gh/XilunWu/161/orig -> origin/gh/XilunWu/161/orig 2025-08-26T20:05:25.0862819Z * [new branch] gh/XilunWu/162/base -> origin/gh/XilunWu/162/base 2025-08-26T20:05:25.0863129Z * [new branch] gh/XilunWu/162/head -> origin/gh/XilunWu/162/head 2025-08-26T20:05:25.0863427Z * [new branch] gh/XilunWu/162/orig -> origin/gh/XilunWu/162/orig 2025-08-26T20:05:25.0863735Z * [new branch] gh/XilunWu/163/base -> origin/gh/XilunWu/163/base 2025-08-26T20:05:25.0864050Z * [new branch] gh/XilunWu/163/head -> origin/gh/XilunWu/163/head 2025-08-26T20:05:25.0864351Z * [new branch] gh/XilunWu/163/orig -> origin/gh/XilunWu/163/orig 2025-08-26T20:05:25.0864664Z * [new branch] gh/XilunWu/164/base -> origin/gh/XilunWu/164/base 2025-08-26T20:05:25.0864966Z * [new branch] gh/XilunWu/164/head -> origin/gh/XilunWu/164/head 2025-08-26T20:05:25.0865279Z * [new branch] gh/XilunWu/164/orig -> origin/gh/XilunWu/164/orig 2025-08-26T20:05:25.0865598Z * [new branch] gh/XilunWu/165/base -> origin/gh/XilunWu/165/base 2025-08-26T20:05:25.0865900Z * [new branch] gh/XilunWu/165/head -> origin/gh/XilunWu/165/head 2025-08-26T20:05:25.0866200Z * [new branch] gh/XilunWu/165/orig -> origin/gh/XilunWu/165/orig 2025-08-26T20:05:25.0866509Z * [new branch] gh/XilunWu/166/base -> origin/gh/XilunWu/166/base 2025-08-26T20:05:25.0866824Z * [new branch] gh/XilunWu/166/head -> origin/gh/XilunWu/166/head 2025-08-26T20:05:25.0867137Z * [new branch] gh/XilunWu/166/orig -> origin/gh/XilunWu/166/orig 2025-08-26T20:05:25.0867458Z * [new branch] gh/XilunWu/167/base -> origin/gh/XilunWu/167/base 2025-08-26T20:05:25.0867770Z * [new branch] gh/XilunWu/167/head -> origin/gh/XilunWu/167/head 2025-08-26T20:05:25.0868087Z * [new branch] gh/XilunWu/167/orig -> origin/gh/XilunWu/167/orig 2025-08-26T20:05:25.0868419Z * [new branch] gh/XuehaiPan/14/base -> origin/gh/XuehaiPan/14/base 2025-08-26T20:05:25.0868746Z * [new branch] gh/XuehaiPan/14/head -> origin/gh/XuehaiPan/14/head 2025-08-26T20:05:25.0869271Z * [new branch] gh/XuehaiPan/14/orig -> origin/gh/XuehaiPan/14/orig 2025-08-26T20:05:25.0869852Z * [new branch] gh/XuehaiPan/179/base -> origin/gh/XuehaiPan/179/base 2025-08-26T20:05:25.0870192Z * [new branch] gh/XuehaiPan/179/head -> origin/gh/XuehaiPan/179/head 2025-08-26T20:05:25.0870517Z * [new branch] gh/XuehaiPan/179/orig -> origin/gh/XuehaiPan/179/orig 2025-08-26T20:05:25.0870842Z * [new branch] gh/XuehaiPan/189/base -> origin/gh/XuehaiPan/189/base 2025-08-26T20:05:25.0871174Z * [new branch] gh/XuehaiPan/189/head -> origin/gh/XuehaiPan/189/head 2025-08-26T20:05:25.0871504Z * [new branch] gh/XuehaiPan/189/orig -> origin/gh/XuehaiPan/189/orig 2025-08-26T20:05:25.0871903Z * [new branch] gh/XuehaiPan/227/base -> origin/gh/XuehaiPan/227/base 2025-08-26T20:05:25.0872231Z * [new branch] gh/XuehaiPan/227/head -> origin/gh/XuehaiPan/227/head 2025-08-26T20:05:25.0872552Z * [new branch] gh/XuehaiPan/227/orig -> origin/gh/XuehaiPan/227/orig 2025-08-26T20:05:25.0872877Z * [new branch] gh/XuehaiPan/231/base -> origin/gh/XuehaiPan/231/base 2025-08-26T20:05:25.0873200Z * [new branch] gh/XuehaiPan/231/head -> origin/gh/XuehaiPan/231/head 2025-08-26T20:05:25.0873523Z * [new branch] gh/XuehaiPan/231/orig -> origin/gh/XuehaiPan/231/orig 2025-08-26T20:05:25.0873845Z * [new branch] gh/XuehaiPan/232/base -> origin/gh/XuehaiPan/232/base 2025-08-26T20:05:25.0874174Z * [new branch] gh/XuehaiPan/232/head -> origin/gh/XuehaiPan/232/head 2025-08-26T20:05:25.0874501Z * [new branch] gh/XuehaiPan/232/orig -> origin/gh/XuehaiPan/232/orig 2025-08-26T20:05:25.0874833Z * [new branch] gh/XuehaiPan/249/base -> origin/gh/XuehaiPan/249/base 2025-08-26T20:05:25.0875172Z * [new branch] gh/XuehaiPan/249/head -> origin/gh/XuehaiPan/249/head 2025-08-26T20:05:25.0875506Z * [new branch] gh/XuehaiPan/249/orig -> origin/gh/XuehaiPan/249/orig 2025-08-26T20:05:25.0875833Z * [new branch] gh/XuehaiPan/253/base -> origin/gh/XuehaiPan/253/base 2025-08-26T20:05:25.0876172Z * [new branch] gh/XuehaiPan/253/head -> origin/gh/XuehaiPan/253/head 2025-08-26T20:05:25.0876498Z * [new branch] gh/XuehaiPan/253/orig -> origin/gh/XuehaiPan/253/orig 2025-08-26T20:05:25.0876832Z * [new branch] gh/XuehaiPan/254/base -> origin/gh/XuehaiPan/254/base 2025-08-26T20:05:25.0877160Z * [new branch] gh/XuehaiPan/254/head -> origin/gh/XuehaiPan/254/head 2025-08-26T20:05:25.0877495Z * [new branch] gh/XuehaiPan/254/orig -> origin/gh/XuehaiPan/254/orig 2025-08-26T20:05:25.0877823Z * [new branch] gh/XuehaiPan/255/base -> origin/gh/XuehaiPan/255/base 2025-08-26T20:05:25.0878152Z * [new branch] gh/XuehaiPan/255/head -> origin/gh/XuehaiPan/255/head 2025-08-26T20:05:25.0878490Z * [new branch] gh/XuehaiPan/255/orig -> origin/gh/XuehaiPan/255/orig 2025-08-26T20:05:25.0878818Z * [new branch] gh/XuehaiPan/257/base -> origin/gh/XuehaiPan/257/base 2025-08-26T20:05:25.0879138Z * [new branch] gh/XuehaiPan/257/head -> origin/gh/XuehaiPan/257/head 2025-08-26T20:05:25.0879452Z * [new branch] gh/XuehaiPan/257/orig -> origin/gh/XuehaiPan/257/orig 2025-08-26T20:05:25.0879891Z * [new branch] gh/XuehaiPan/271/base -> origin/gh/XuehaiPan/271/base 2025-08-26T20:05:25.0880213Z * [new branch] gh/XuehaiPan/271/head -> origin/gh/XuehaiPan/271/head 2025-08-26T20:05:25.0880534Z * [new branch] gh/XuehaiPan/271/orig -> origin/gh/XuehaiPan/271/orig 2025-08-26T20:05:25.0880855Z * [new branch] gh/XuehaiPan/290/base -> origin/gh/XuehaiPan/290/base 2025-08-26T20:05:25.0881289Z * [new branch] gh/XuehaiPan/290/head -> origin/gh/XuehaiPan/290/head 2025-08-26T20:05:25.0881610Z * [new branch] gh/XuehaiPan/290/orig -> origin/gh/XuehaiPan/290/orig 2025-08-26T20:05:25.0881856Z * [new branch] gh/XuehaiPan/343/base -> origin/gh/XuehaiPan/343/base 2025-08-26T20:05:25.0882045Z * [new branch] gh/XuehaiPan/343/head -> origin/gh/XuehaiPan/343/head 2025-08-26T20:05:25.0882235Z * [new branch] gh/XuehaiPan/343/orig -> origin/gh/XuehaiPan/343/orig 2025-08-26T20:05:25.0882428Z * [new branch] gh/XuehaiPan/347/base -> origin/gh/XuehaiPan/347/base 2025-08-26T20:05:25.0885493Z * [new branch] gh/XuehaiPan/347/head -> origin/gh/XuehaiPan/347/head 2025-08-26T20:05:25.0885789Z * [new branch] gh/XuehaiPan/347/orig -> origin/gh/XuehaiPan/347/orig 2025-08-26T20:05:25.0885990Z * [new branch] gh/XuehaiPan/348/base -> origin/gh/XuehaiPan/348/base 2025-08-26T20:05:25.0886189Z * [new branch] gh/XuehaiPan/348/head -> origin/gh/XuehaiPan/348/head 2025-08-26T20:05:25.0886382Z * [new branch] gh/XuehaiPan/348/orig -> origin/gh/XuehaiPan/348/orig 2025-08-26T20:05:25.0886570Z * [new branch] gh/XuehaiPan/350/base -> origin/gh/XuehaiPan/350/base 2025-08-26T20:05:25.0886763Z * [new branch] gh/XuehaiPan/350/head -> origin/gh/XuehaiPan/350/head 2025-08-26T20:05:25.0886951Z * [new branch] gh/XuehaiPan/350/orig -> origin/gh/XuehaiPan/350/orig 2025-08-26T20:05:25.0887136Z * [new branch] gh/XuehaiPan/356/base -> origin/gh/XuehaiPan/356/base 2025-08-26T20:05:25.0887338Z * [new branch] gh/XuehaiPan/356/head -> origin/gh/XuehaiPan/356/head 2025-08-26T20:05:25.0887527Z * [new branch] gh/XuehaiPan/356/orig -> origin/gh/XuehaiPan/356/orig 2025-08-26T20:05:25.0887717Z * [new branch] gh/XuehaiPan/357/base -> origin/gh/XuehaiPan/357/base 2025-08-26T20:05:25.0887910Z * [new branch] gh/XuehaiPan/357/head -> origin/gh/XuehaiPan/357/head 2025-08-26T20:05:25.0888097Z * [new branch] gh/XuehaiPan/357/orig -> origin/gh/XuehaiPan/357/orig 2025-08-26T20:05:25.0888287Z * [new branch] gh/XuehaiPan/358/base -> origin/gh/XuehaiPan/358/base 2025-08-26T20:05:25.0888482Z * [new branch] gh/XuehaiPan/358/head -> origin/gh/XuehaiPan/358/head 2025-08-26T20:05:25.0888673Z * [new branch] gh/XuehaiPan/358/orig -> origin/gh/XuehaiPan/358/orig 2025-08-26T20:05:25.0888863Z * [new branch] gh/XuehaiPan/359/base -> origin/gh/XuehaiPan/359/base 2025-08-26T20:05:25.0889053Z * [new branch] gh/XuehaiPan/359/head -> origin/gh/XuehaiPan/359/head 2025-08-26T20:05:25.0889243Z * [new branch] gh/XuehaiPan/359/orig -> origin/gh/XuehaiPan/359/orig 2025-08-26T20:05:25.0889433Z * [new branch] gh/XuehaiPan/360/base -> origin/gh/XuehaiPan/360/base 2025-08-26T20:05:25.0889627Z * [new branch] gh/XuehaiPan/360/head -> origin/gh/XuehaiPan/360/head 2025-08-26T20:05:25.0890291Z * [new branch] gh/XuehaiPan/360/orig -> origin/gh/XuehaiPan/360/orig 2025-08-26T20:05:25.0890592Z * [new branch] gh/XuehaiPan/365/base -> origin/gh/XuehaiPan/365/base 2025-08-26T20:05:25.0890908Z * [new branch] gh/XuehaiPan/365/head -> origin/gh/XuehaiPan/365/head 2025-08-26T20:05:25.0891223Z * [new branch] gh/XuehaiPan/365/orig -> origin/gh/XuehaiPan/365/orig 2025-08-26T20:05:25.0891557Z * [new branch] gh/XuehaiPan/366/base -> origin/gh/XuehaiPan/366/base 2025-08-26T20:05:25.0891871Z * [new branch] gh/XuehaiPan/366/head -> origin/gh/XuehaiPan/366/head 2025-08-26T20:05:25.0892068Z * [new branch] gh/XuehaiPan/369/base -> origin/gh/XuehaiPan/369/base 2025-08-26T20:05:25.0892338Z * [new branch] gh/XuehaiPan/369/head -> origin/gh/XuehaiPan/369/head 2025-08-26T20:05:25.0892535Z * [new branch] gh/XuehaiPan/369/orig -> origin/gh/XuehaiPan/369/orig 2025-08-26T20:05:25.0892726Z * [new branch] gh/XuehaiPan/370/base -> origin/gh/XuehaiPan/370/base 2025-08-26T20:05:25.0892913Z * [new branch] gh/XuehaiPan/370/head -> origin/gh/XuehaiPan/370/head 2025-08-26T20:05:25.0893100Z * [new branch] gh/XuehaiPan/370/orig -> origin/gh/XuehaiPan/370/orig 2025-08-26T20:05:25.0893289Z * [new branch] gh/XuehaiPan/371/base -> origin/gh/XuehaiPan/371/base 2025-08-26T20:05:25.0893517Z * [new branch] gh/XuehaiPan/371/head -> origin/gh/XuehaiPan/371/head 2025-08-26T20:05:25.0893708Z * [new branch] gh/XuehaiPan/371/orig -> origin/gh/XuehaiPan/371/orig 2025-08-26T20:05:25.0893897Z * [new branch] gh/XuehaiPan/377/base -> origin/gh/XuehaiPan/377/base 2025-08-26T20:05:25.0894091Z * [new branch] gh/XuehaiPan/377/head -> origin/gh/XuehaiPan/377/head 2025-08-26T20:05:25.0894280Z * [new branch] gh/XuehaiPan/377/orig -> origin/gh/XuehaiPan/377/orig 2025-08-26T20:05:25.0894468Z * [new branch] gh/XuehaiPan/378/base -> origin/gh/XuehaiPan/378/base 2025-08-26T20:05:25.0894659Z * [new branch] gh/XuehaiPan/378/head -> origin/gh/XuehaiPan/378/head 2025-08-26T20:05:25.0894849Z * [new branch] gh/XuehaiPan/378/orig -> origin/gh/XuehaiPan/378/orig 2025-08-26T20:05:25.0895037Z * [new branch] gh/XuehaiPan/379/base -> origin/gh/XuehaiPan/379/base 2025-08-26T20:05:25.0895233Z * [new branch] gh/XuehaiPan/379/head -> origin/gh/XuehaiPan/379/head 2025-08-26T20:05:25.0895427Z * [new branch] gh/XuehaiPan/379/orig -> origin/gh/XuehaiPan/379/orig 2025-08-26T20:05:25.0895629Z * [new branch] gh/XuehaiPan/380/base -> origin/gh/XuehaiPan/380/base 2025-08-26T20:05:25.0895823Z * [new branch] gh/XuehaiPan/380/head -> origin/gh/XuehaiPan/380/head 2025-08-26T20:05:25.0896010Z * [new branch] gh/XuehaiPan/380/orig -> origin/gh/XuehaiPan/380/orig 2025-08-26T20:05:25.0896196Z * [new branch] gh/XuehaiPan/381/base -> origin/gh/XuehaiPan/381/base 2025-08-26T20:05:25.0896384Z * [new branch] gh/XuehaiPan/381/head -> origin/gh/XuehaiPan/381/head 2025-08-26T20:05:25.0896572Z * [new branch] gh/XuehaiPan/382/base -> origin/gh/XuehaiPan/382/base 2025-08-26T20:05:25.0896765Z * [new branch] gh/XuehaiPan/382/head -> origin/gh/XuehaiPan/382/head 2025-08-26T20:05:25.0899435Z * [new branch] gh/XuehaiPan/382/orig -> origin/gh/XuehaiPan/382/orig 2025-08-26T20:05:25.0899898Z * [new branch] gh/XuehaiPan/383/base -> origin/gh/XuehaiPan/383/base 2025-08-26T20:05:25.0900220Z * [new branch] gh/XuehaiPan/383/head -> origin/gh/XuehaiPan/383/head 2025-08-26T20:05:25.0900544Z * [new branch] gh/XuehaiPan/383/orig -> origin/gh/XuehaiPan/383/orig 2025-08-26T20:05:25.0900866Z * [new branch] gh/XuehaiPan/384/base -> origin/gh/XuehaiPan/384/base 2025-08-26T20:05:25.0901195Z * [new branch] gh/XuehaiPan/384/head -> origin/gh/XuehaiPan/384/head 2025-08-26T20:05:25.0901524Z * [new branch] gh/XuehaiPan/384/orig -> origin/gh/XuehaiPan/384/orig 2025-08-26T20:05:25.0901862Z * [new branch] gh/ZhiweiYan-96/39/base -> origin/gh/ZhiweiYan-96/39/base 2025-08-26T20:05:25.0902188Z * [new branch] gh/ZhiweiYan-96/39/head -> origin/gh/ZhiweiYan-96/39/head 2025-08-26T20:05:25.0902501Z * [new branch] gh/ZhiweiYan-96/39/orig -> origin/gh/ZhiweiYan-96/39/orig 2025-08-26T20:05:25.0902825Z * [new branch] gh/ZhiweiYan-96/44/base -> origin/gh/ZhiweiYan-96/44/base 2025-08-26T20:05:25.0903266Z * [new branch] gh/ZhiweiYan-96/44/head -> origin/gh/ZhiweiYan-96/44/head 2025-08-26T20:05:25.0903592Z * [new branch] gh/ZhiweiYan-96/45/base -> origin/gh/ZhiweiYan-96/45/base 2025-08-26T20:05:25.0903928Z * [new branch] gh/ZhiweiYan-96/45/head -> origin/gh/ZhiweiYan-96/45/head 2025-08-26T20:05:25.0904243Z * [new branch] gh/ZhiweiYan-96/49/base -> origin/gh/ZhiweiYan-96/49/base 2025-08-26T20:05:25.0904561Z * [new branch] gh/ZhiweiYan-96/49/head -> origin/gh/ZhiweiYan-96/49/head 2025-08-26T20:05:25.0904894Z * [new branch] gh/ZhiweiYan-96/62/base -> origin/gh/ZhiweiYan-96/62/base 2025-08-26T20:05:25.0905290Z * [new branch] gh/ZhiweiYan-96/62/head -> origin/gh/ZhiweiYan-96/62/head 2025-08-26T20:05:25.0905638Z * [new branch] gh/ZhiweiYan-96/64/base -> origin/gh/ZhiweiYan-96/64/base 2025-08-26T20:05:25.0905999Z * [new branch] gh/ZhiweiYan-96/64/head -> origin/gh/ZhiweiYan-96/64/head 2025-08-26T20:05:25.0906328Z * [new branch] gh/ZhiweiYan-96/64/orig -> origin/gh/ZhiweiYan-96/64/orig 2025-08-26T20:05:25.0906637Z * [new branch] gh/ZhiweiYan-96/65/base -> origin/gh/ZhiweiYan-96/65/base 2025-08-26T20:05:25.0909581Z * [new branch] gh/ZhiweiYan-96/65/head -> origin/gh/ZhiweiYan-96/65/head 2025-08-26T20:05:25.0909943Z * [new branch] gh/ZhiweiYan-96/65/orig -> origin/gh/ZhiweiYan-96/65/orig 2025-08-26T20:05:25.0910146Z * [new branch] gh/ZhiweiYan-96/66/base -> origin/gh/ZhiweiYan-96/66/base 2025-08-26T20:05:25.0910342Z * [new branch] gh/ZhiweiYan-96/66/head -> origin/gh/ZhiweiYan-96/66/head 2025-08-26T20:05:25.0910550Z * [new branch] gh/ZhiweiYan-96/67/base -> origin/gh/ZhiweiYan-96/67/base 2025-08-26T20:05:25.0910741Z * [new branch] gh/ZhiweiYan-96/67/head -> origin/gh/ZhiweiYan-96/67/head 2025-08-26T20:05:25.0910937Z * [new branch] gh/ZhiweiYan-96/68/base -> origin/gh/ZhiweiYan-96/68/base 2025-08-26T20:05:25.0911128Z * [new branch] gh/ZhiweiYan-96/68/head -> origin/gh/ZhiweiYan-96/68/head 2025-08-26T20:05:25.0911317Z * [new branch] gh/ZhiweiYan-96/68/orig -> origin/gh/ZhiweiYan-96/68/orig 2025-08-26T20:05:25.0911516Z * [new branch] gh/aakhundov/1/base -> origin/gh/aakhundov/1/base 2025-08-26T20:05:25.0911722Z * [new branch] gh/aakhundov/1/head -> origin/gh/aakhundov/1/head 2025-08-26T20:05:25.0911908Z * [new branch] gh/aakhundov/2/base -> origin/gh/aakhundov/2/base 2025-08-26T20:05:25.0912102Z * [new branch] gh/aakhundov/2/head -> origin/gh/aakhundov/2/head 2025-08-26T20:05:25.0912291Z * [new branch] gh/aditew01/openblas -> origin/gh/aditew01/openblas 2025-08-26T20:05:25.0912486Z * [new branch] gh/aditew01/sbgemm -> origin/gh/aditew01/sbgemm 2025-08-26T20:05:25.0912673Z * [new branch] gh/aditew01/vecbf16 -> origin/gh/aditew01/vecbf16 2025-08-26T20:05:25.0912943Z * [new branch] gh/alexbrauckmann/paddedtensor_faketensor_init -> origin/gh/alexbrauckmann/paddedtensor_faketensor_init 2025-08-26T20:05:25.0913223Z * [new branch] gh/alexsamardzic/8/base -> origin/gh/alexsamardzic/8/base 2025-08-26T20:05:25.0913422Z * [new branch] gh/alexsamardzic/8/head -> origin/gh/alexsamardzic/8/head 2025-08-26T20:05:25.0913620Z * [new branch] gh/alexsamardzic/8/orig -> origin/gh/alexsamardzic/8/orig 2025-08-26T20:05:25.0913817Z * [new branch] gh/amjames/18/base -> origin/gh/amjames/18/base 2025-08-26T20:05:25.0913999Z * [new branch] gh/amjames/18/head -> origin/gh/amjames/18/head 2025-08-26T20:05:25.0914184Z * [new branch] gh/amjames/18/orig -> origin/gh/amjames/18/orig 2025-08-26T20:05:25.0914462Z * [new branch] gh/andrewor14/35/base -> origin/gh/andrewor14/35/base 2025-08-26T20:05:25.0917340Z * [new branch] gh/andrewor14/35/head -> origin/gh/andrewor14/35/head 2025-08-26T20:05:25.0917609Z * [new branch] gh/andrewor14/35/orig -> origin/gh/andrewor14/35/orig 2025-08-26T20:05:25.0917812Z * [new branch] gh/andrewor14/50/base -> origin/gh/andrewor14/50/base 2025-08-26T20:05:25.0917998Z * [new branch] gh/andrewor14/50/head -> origin/gh/andrewor14/50/head 2025-08-26T20:05:25.0918187Z * [new branch] gh/andrewor14/50/orig -> origin/gh/andrewor14/50/orig 2025-08-26T20:05:25.0918458Z * [new branch] gh/andyanwang/1/base -> origin/gh/andyanwang/1/base 2025-08-26T20:05:25.0918647Z * [new branch] gh/andyanwang/1/head -> origin/gh/andyanwang/1/head 2025-08-26T20:05:25.0918833Z * [new branch] gh/andyanwang/1/orig -> origin/gh/andyanwang/1/orig 2025-08-26T20:05:25.0919025Z * [new branch] gh/andyanwang/13/base -> origin/gh/andyanwang/13/base 2025-08-26T20:05:25.0919223Z * [new branch] gh/andyanwang/13/head -> origin/gh/andyanwang/13/head 2025-08-26T20:05:25.0919409Z * [new branch] gh/andyanwang/13/orig -> origin/gh/andyanwang/13/orig 2025-08-26T20:05:25.0919603Z * [new branch] gh/andyanwang/2/base -> origin/gh/andyanwang/2/base 2025-08-26T20:05:25.0919917Z * [new branch] gh/andyanwang/2/head -> origin/gh/andyanwang/2/head 2025-08-26T20:05:25.0920110Z * [new branch] gh/andyanwang/2/orig -> origin/gh/andyanwang/2/orig 2025-08-26T20:05:25.0920304Z * [new branch] gh/andyanwang/28/base -> origin/gh/andyanwang/28/base 2025-08-26T20:05:25.0920492Z * [new branch] gh/andyanwang/28/head -> origin/gh/andyanwang/28/head 2025-08-26T20:05:25.0920682Z * [new branch] gh/andyanwang/28/orig -> origin/gh/andyanwang/28/orig 2025-08-26T20:05:25.0922768Z * [new branch] gh/andyanwang/3/base -> origin/gh/andyanwang/3/base 2025-08-26T20:05:25.0922957Z * [new branch] gh/andyanwang/3/head -> origin/gh/andyanwang/3/head 2025-08-26T20:05:25.0923155Z * [new branch] gh/andyanwang/3/orig -> origin/gh/andyanwang/3/orig 2025-08-26T20:05:25.0923351Z * [new branch] gh/andyanwang/30/base -> origin/gh/andyanwang/30/base 2025-08-26T20:05:25.0923640Z * [new branch] gh/andyanwang/30/orig -> origin/gh/andyanwang/30/orig 2025-08-26T20:05:25.0923936Z * [new branch] gh/andyanwang/31/base -> origin/gh/andyanwang/31/base 2025-08-26T20:05:25.0924254Z * [new branch] gh/andyanwang/31/orig -> origin/gh/andyanwang/31/orig 2025-08-26T20:05:25.0924572Z * [new branch] gh/andyanwang/32/base -> origin/gh/andyanwang/32/base 2025-08-26T20:05:25.0924896Z * [new branch] gh/andyanwang/32/head -> origin/gh/andyanwang/32/head 2025-08-26T20:05:25.0925221Z * [new branch] gh/andyanwang/32/orig -> origin/gh/andyanwang/32/orig 2025-08-26T20:05:25.0925550Z * [new branch] gh/andyanwang/35/base -> origin/gh/andyanwang/35/base 2025-08-26T20:05:25.0925884Z * [new branch] gh/andyanwang/35/head -> origin/gh/andyanwang/35/head 2025-08-26T20:05:25.0926207Z * [new branch] gh/andyanwang/35/orig -> origin/gh/andyanwang/35/orig 2025-08-26T20:05:25.0926528Z * [new branch] gh/andyanwang/36/base -> origin/gh/andyanwang/36/base 2025-08-26T20:05:25.0930065Z * [new branch] gh/andyanwang/36/head -> origin/gh/andyanwang/36/head 2025-08-26T20:05:25.0930447Z * [new branch] gh/andyanwang/36/orig -> origin/gh/andyanwang/36/orig 2025-08-26T20:05:25.0930773Z * [new branch] gh/andyanwang/37/base -> origin/gh/andyanwang/37/base 2025-08-26T20:05:25.0931222Z * [new branch] gh/andyanwang/37/head -> origin/gh/andyanwang/37/head 2025-08-26T20:05:25.0931545Z * [new branch] gh/andyanwang/37/orig -> origin/gh/andyanwang/37/orig 2025-08-26T20:05:25.0931853Z * [new branch] gh/andyanwang/38/base -> origin/gh/andyanwang/38/base 2025-08-26T20:05:25.0932167Z * [new branch] gh/andyanwang/38/head -> origin/gh/andyanwang/38/head 2025-08-26T20:05:25.0932503Z * [new branch] gh/andyanwang/38/orig -> origin/gh/andyanwang/38/orig 2025-08-26T20:05:25.0932830Z * [new branch] gh/andyanwang/39/base -> origin/gh/andyanwang/39/base 2025-08-26T20:05:25.0933210Z * [new branch] gh/andyanwang/39/head -> origin/gh/andyanwang/39/head 2025-08-26T20:05:25.0933532Z * [new branch] gh/andyanwang/39/orig -> origin/gh/andyanwang/39/orig 2025-08-26T20:05:25.0933848Z * [new branch] gh/andyanwang/4/base -> origin/gh/andyanwang/4/base 2025-08-26T20:05:25.0934167Z * [new branch] gh/andyanwang/4/head -> origin/gh/andyanwang/4/head 2025-08-26T20:05:25.0937471Z * [new branch] gh/andyanwang/4/orig -> origin/gh/andyanwang/4/orig 2025-08-26T20:05:25.0937797Z * [new branch] gh/andyanwang/40/base -> origin/gh/andyanwang/40/base 2025-08-26T20:05:25.0938130Z * [new branch] gh/andyanwang/40/head -> origin/gh/andyanwang/40/head 2025-08-26T20:05:25.0938459Z * [new branch] gh/andyanwang/40/orig -> origin/gh/andyanwang/40/orig 2025-08-26T20:05:25.0938776Z * [new branch] gh/angelayi/106/base -> origin/gh/angelayi/106/base 2025-08-26T20:05:25.0939096Z * [new branch] gh/angelayi/106/head -> origin/gh/angelayi/106/head 2025-08-26T20:05:25.0939404Z * [new branch] gh/angelayi/106/orig -> origin/gh/angelayi/106/orig 2025-08-26T20:05:25.0939844Z * [new branch] gh/angelayi/107/base -> origin/gh/angelayi/107/base 2025-08-26T20:05:25.0940153Z * [new branch] gh/angelayi/107/head -> origin/gh/angelayi/107/head 2025-08-26T20:05:25.0940468Z * [new branch] gh/angelayi/108/base -> origin/gh/angelayi/108/base 2025-08-26T20:05:25.0940786Z * [new branch] gh/angelayi/108/head -> origin/gh/angelayi/108/head 2025-08-26T20:05:25.0941100Z * [new branch] gh/angelayi/108/orig -> origin/gh/angelayi/108/orig 2025-08-26T20:05:25.0941405Z * [new branch] gh/angelayi/109/base -> origin/gh/angelayi/109/base 2025-08-26T20:05:25.0941723Z * [new branch] gh/angelayi/109/head -> origin/gh/angelayi/109/head 2025-08-26T20:05:25.0942038Z * [new branch] gh/angelayi/109/orig -> origin/gh/angelayi/109/orig 2025-08-26T20:05:25.0942360Z * [new branch] gh/angelayi/110/base -> origin/gh/angelayi/110/base 2025-08-26T20:05:25.0942694Z * [new branch] gh/angelayi/110/head -> origin/gh/angelayi/110/head 2025-08-26T20:05:25.0942998Z * [new branch] gh/angelayi/110/orig -> origin/gh/angelayi/110/orig 2025-08-26T20:05:25.0943193Z * [new branch] gh/angelayi/111/base -> origin/gh/angelayi/111/base 2025-08-26T20:05:25.0943379Z * [new branch] gh/angelayi/111/head -> origin/gh/angelayi/111/head 2025-08-26T20:05:25.0945670Z * [new branch] gh/angelayi/111/orig -> origin/gh/angelayi/111/orig 2025-08-26T20:05:25.0945859Z * [new branch] gh/angelayi/112/base -> origin/gh/angelayi/112/base 2025-08-26T20:05:25.0946122Z * [new branch] gh/angelayi/112/head -> origin/gh/angelayi/112/head 2025-08-26T20:05:25.0946310Z * [new branch] gh/angelayi/112/orig -> origin/gh/angelayi/112/orig 2025-08-26T20:05:25.0946495Z * [new branch] gh/angelayi/113/base -> origin/gh/angelayi/113/base 2025-08-26T20:05:25.0946798Z * [new branch] gh/angelayi/113/head -> origin/gh/angelayi/113/head 2025-08-26T20:05:25.0946985Z * [new branch] gh/angelayi/113/orig -> origin/gh/angelayi/113/orig 2025-08-26T20:05:25.0947172Z * [new branch] gh/angelayi/114/base -> origin/gh/angelayi/114/base 2025-08-26T20:05:25.0947356Z * [new branch] gh/angelayi/114/head -> origin/gh/angelayi/114/head 2025-08-26T20:05:25.0947539Z * [new branch] gh/angelayi/114/orig -> origin/gh/angelayi/114/orig 2025-08-26T20:05:25.0947724Z * [new branch] gh/angelayi/115/base -> origin/gh/angelayi/115/base 2025-08-26T20:05:25.0947940Z * [new branch] gh/angelayi/115/head -> origin/gh/angelayi/115/head 2025-08-26T20:05:25.0948134Z * [new branch] gh/angelayi/115/orig -> origin/gh/angelayi/115/orig 2025-08-26T20:05:25.0948334Z * [new branch] gh/anijain2305/753/base -> origin/gh/anijain2305/753/base 2025-08-26T20:05:25.0948530Z * [new branch] gh/anijain2305/753/head -> origin/gh/anijain2305/753/head 2025-08-26T20:05:25.0948725Z * [new branch] gh/anijain2305/753/orig -> origin/gh/anijain2305/753/orig 2025-08-26T20:05:25.0949070Z * [new branch] gh/anijain2305/766/base -> origin/gh/anijain2305/766/base 2025-08-26T20:05:25.0949261Z * [new branch] gh/anijain2305/766/head -> origin/gh/anijain2305/766/head 2025-08-26T20:05:25.0949453Z * [new branch] gh/anijain2305/766/orig -> origin/gh/anijain2305/766/orig 2025-08-26T20:05:25.0951908Z * [new branch] gh/anijain2305/790/base -> origin/gh/anijain2305/790/base 2025-08-26T20:05:25.0952166Z * [new branch] gh/anijain2305/790/head -> origin/gh/anijain2305/790/head 2025-08-26T20:05:25.0952364Z * [new branch] gh/anijain2305/790/orig -> origin/gh/anijain2305/790/orig 2025-08-26T20:05:25.0952585Z * [new branch] gh/anijain2305/792/base -> origin/gh/anijain2305/792/base 2025-08-26T20:05:25.0952781Z * [new branch] gh/anijain2305/792/head -> origin/gh/anijain2305/792/head 2025-08-26T20:05:25.0952973Z * [new branch] gh/anijain2305/792/orig -> origin/gh/anijain2305/792/orig 2025-08-26T20:05:25.0953163Z * [new branch] gh/anijain2305/803/base -> origin/gh/anijain2305/803/base 2025-08-26T20:05:25.0953352Z * [new branch] gh/anijain2305/803/head -> origin/gh/anijain2305/803/head 2025-08-26T20:05:25.0953541Z * [new branch] gh/anijain2305/803/orig -> origin/gh/anijain2305/803/orig 2025-08-26T20:05:25.0953736Z * [new branch] gh/anijain2305/804/base -> origin/gh/anijain2305/804/base 2025-08-26T20:05:25.0953926Z * [new branch] gh/anijain2305/804/head -> origin/gh/anijain2305/804/head 2025-08-26T20:05:25.0954118Z * [new branch] gh/anijain2305/804/orig -> origin/gh/anijain2305/804/orig 2025-08-26T20:05:25.0954310Z * [new branch] gh/anijain2305/805/base -> origin/gh/anijain2305/805/base 2025-08-26T20:05:25.0954508Z * [new branch] gh/anijain2305/805/head -> origin/gh/anijain2305/805/head 2025-08-26T20:05:25.0954700Z * [new branch] gh/anijain2305/805/orig -> origin/gh/anijain2305/805/orig 2025-08-26T20:05:25.0954887Z * [new branch] gh/anijain2305/810/base -> origin/gh/anijain2305/810/base 2025-08-26T20:05:25.0955077Z * [new branch] gh/anijain2305/810/head -> origin/gh/anijain2305/810/head 2025-08-26T20:05:25.0955268Z * [new branch] gh/anijain2305/810/orig -> origin/gh/anijain2305/810/orig 2025-08-26T20:05:25.0955461Z * [new branch] gh/anijain2305/812/base -> origin/gh/anijain2305/812/base 2025-08-26T20:05:25.0955653Z * [new branch] gh/anijain2305/812/head -> origin/gh/anijain2305/812/head 2025-08-26T20:05:25.0955925Z * [new branch] gh/anijain2305/812/orig -> origin/gh/anijain2305/812/orig 2025-08-26T20:05:25.0956117Z * [new branch] gh/anijain2305/817/base -> origin/gh/anijain2305/817/base 2025-08-26T20:05:25.0956308Z * [new branch] gh/anijain2305/817/head -> origin/gh/anijain2305/817/head 2025-08-26T20:05:25.0956498Z * [new branch] gh/anijain2305/817/orig -> origin/gh/anijain2305/817/orig 2025-08-26T20:05:25.0957234Z * [new branch] gh/anijain2305/823/base -> origin/gh/anijain2305/823/base 2025-08-26T20:05:25.0957426Z * [new branch] gh/anijain2305/823/head -> origin/gh/anijain2305/823/head 2025-08-26T20:05:25.0957658Z * [new branch] gh/anijain2305/823/orig -> origin/gh/anijain2305/823/orig 2025-08-26T20:05:25.0957851Z * [new branch] gh/anijain2305/829/base -> origin/gh/anijain2305/829/base 2025-08-26T20:05:25.0958048Z * [new branch] gh/anijain2305/829/head -> origin/gh/anijain2305/829/head 2025-08-26T20:05:25.0958237Z * [new branch] gh/anijain2305/829/orig -> origin/gh/anijain2305/829/orig 2025-08-26T20:05:25.0958425Z * [new branch] gh/anijain2305/830/base -> origin/gh/anijain2305/830/base 2025-08-26T20:05:25.0961383Z * [new branch] gh/anijain2305/830/head -> origin/gh/anijain2305/830/head 2025-08-26T20:05:25.0961643Z * [new branch] gh/anijain2305/830/orig -> origin/gh/anijain2305/830/orig 2025-08-26T20:05:25.0961849Z * [new branch] gh/anijain2305/831/base -> origin/gh/anijain2305/831/base 2025-08-26T20:05:25.0962046Z * [new branch] gh/anijain2305/831/head -> origin/gh/anijain2305/831/head 2025-08-26T20:05:25.0962248Z * [new branch] gh/anijain2305/831/orig -> origin/gh/anijain2305/831/orig 2025-08-26T20:05:25.0962443Z * [new branch] gh/anijain2305/832/base -> origin/gh/anijain2305/832/base 2025-08-26T20:05:25.0962642Z * [new branch] gh/anijain2305/832/head -> origin/gh/anijain2305/832/head 2025-08-26T20:05:25.0962833Z * [new branch] gh/anijain2305/832/orig -> origin/gh/anijain2305/832/orig 2025-08-26T20:05:25.0963031Z * [new branch] gh/anijain2305/833/base -> origin/gh/anijain2305/833/base 2025-08-26T20:05:25.0963221Z * [new branch] gh/anijain2305/833/head -> origin/gh/anijain2305/833/head 2025-08-26T20:05:25.0963411Z * [new branch] gh/anijain2305/833/orig -> origin/gh/anijain2305/833/orig 2025-08-26T20:05:25.0963604Z * [new branch] gh/anijain2305/834/base -> origin/gh/anijain2305/834/base 2025-08-26T20:05:25.0963798Z * [new branch] gh/anijain2305/834/head -> origin/gh/anijain2305/834/head 2025-08-26T20:05:25.0963997Z * [new branch] gh/anijain2305/834/orig -> origin/gh/anijain2305/834/orig 2025-08-26T20:05:25.0964187Z * [new branch] gh/anijain2305/835/base -> origin/gh/anijain2305/835/base 2025-08-26T20:05:25.0964375Z * [new branch] gh/anijain2305/835/head -> origin/gh/anijain2305/835/head 2025-08-26T20:05:25.0964563Z * [new branch] gh/anijain2305/835/orig -> origin/gh/anijain2305/835/orig 2025-08-26T20:05:25.0964752Z * [new branch] gh/anijain2305/836/base -> origin/gh/anijain2305/836/base 2025-08-26T20:05:25.0964945Z * [new branch] gh/anijain2305/836/head -> origin/gh/anijain2305/836/head 2025-08-26T20:05:25.0965136Z * [new branch] gh/anijain2305/836/orig -> origin/gh/anijain2305/836/orig 2025-08-26T20:05:25.0965325Z * [new branch] gh/anijain2305/837/base -> origin/gh/anijain2305/837/base 2025-08-26T20:05:25.0965522Z * [new branch] gh/anijain2305/837/head -> origin/gh/anijain2305/837/head 2025-08-26T20:05:25.0965718Z * [new branch] gh/anijain2305/837/orig -> origin/gh/anijain2305/837/orig 2025-08-26T20:05:25.0966398Z * [new branch] gh/anijain2305/838/base -> origin/gh/anijain2305/838/base 2025-08-26T20:05:25.0966594Z * [new branch] gh/anijain2305/838/head -> origin/gh/anijain2305/838/head 2025-08-26T20:05:25.0966784Z * [new branch] gh/anijain2305/838/orig -> origin/gh/anijain2305/838/orig 2025-08-26T20:05:25.0966972Z * [new branch] gh/anijain2305/839/base -> origin/gh/anijain2305/839/base 2025-08-26T20:05:25.0967165Z * [new branch] gh/anijain2305/839/head -> origin/gh/anijain2305/839/head 2025-08-26T20:05:25.0967352Z * [new branch] gh/anijain2305/839/orig -> origin/gh/anijain2305/839/orig 2025-08-26T20:05:25.0967586Z * [new branch] gh/anijain2305/840/base -> origin/gh/anijain2305/840/base 2025-08-26T20:05:25.0967774Z * [new branch] gh/anijain2305/840/head -> origin/gh/anijain2305/840/head 2025-08-26T20:05:25.0967963Z * [new branch] gh/anijain2305/840/orig -> origin/gh/anijain2305/840/orig 2025-08-26T20:05:25.0968155Z * [new branch] gh/anijain2305/841/base -> origin/gh/anijain2305/841/base 2025-08-26T20:05:25.0968350Z * [new branch] gh/anijain2305/841/head -> origin/gh/anijain2305/841/head 2025-08-26T20:05:25.0968539Z * [new branch] gh/anijain2305/841/orig -> origin/gh/anijain2305/841/orig 2025-08-26T20:05:25.0968732Z * [new branch] gh/anijain2305/842/base -> origin/gh/anijain2305/842/base 2025-08-26T20:05:25.0968926Z * [new branch] gh/anijain2305/842/head -> origin/gh/anijain2305/842/head 2025-08-26T20:05:25.0969223Z * [new branch] gh/anijain2305/842/orig -> origin/gh/anijain2305/842/orig 2025-08-26T20:05:25.0969532Z * [new branch] gh/anijain2305/843/base -> origin/gh/anijain2305/843/base 2025-08-26T20:05:25.0969962Z * [new branch] gh/anijain2305/843/head -> origin/gh/anijain2305/843/head 2025-08-26T20:05:25.0970285Z * [new branch] gh/anijain2305/843/orig -> origin/gh/anijain2305/843/orig 2025-08-26T20:05:25.0970616Z * [new branch] gh/anijain2305/844/base -> origin/gh/anijain2305/844/base 2025-08-26T20:05:25.0970933Z * [new branch] gh/anijain2305/844/head -> origin/gh/anijain2305/844/head 2025-08-26T20:05:25.0971241Z * [new branch] gh/anijain2305/844/orig -> origin/gh/anijain2305/844/orig 2025-08-26T20:05:25.0971550Z * [new branch] gh/anijain2305/845/base -> origin/gh/anijain2305/845/base 2025-08-26T20:05:25.0971881Z * [new branch] gh/anijain2305/845/head -> origin/gh/anijain2305/845/head 2025-08-26T20:05:25.0972216Z * [new branch] gh/anijain2305/845/orig -> origin/gh/anijain2305/845/orig 2025-08-26T20:05:25.0972542Z * [new branch] gh/anijain2305/846/base -> origin/gh/anijain2305/846/base 2025-08-26T20:05:25.0972863Z * [new branch] gh/anijain2305/846/head -> origin/gh/anijain2305/846/head 2025-08-26T20:05:25.0973199Z * [new branch] gh/anijain2305/846/orig -> origin/gh/anijain2305/846/orig 2025-08-26T20:05:25.0973529Z * [new branch] gh/anijain2305/847/base -> origin/gh/anijain2305/847/base 2025-08-26T20:05:25.0973866Z * [new branch] gh/anijain2305/847/head -> origin/gh/anijain2305/847/head 2025-08-26T20:05:25.0974175Z * [new branch] gh/anijain2305/847/orig -> origin/gh/anijain2305/847/orig 2025-08-26T20:05:25.0977186Z * [new branch] gh/anijain2305/848/base -> origin/gh/anijain2305/848/base 2025-08-26T20:05:25.0977432Z * [new branch] gh/anijain2305/848/head -> origin/gh/anijain2305/848/head 2025-08-26T20:05:25.0977636Z * [new branch] gh/anijain2305/848/orig -> origin/gh/anijain2305/848/orig 2025-08-26T20:05:25.0977828Z * [new branch] gh/anijain2305/849/base -> origin/gh/anijain2305/849/base 2025-08-26T20:05:25.0978132Z * [new branch] gh/anijain2305/849/head -> origin/gh/anijain2305/849/head 2025-08-26T20:05:25.0978324Z * [new branch] gh/anijain2305/849/orig -> origin/gh/anijain2305/849/orig 2025-08-26T20:05:25.0978515Z * [new branch] gh/anijain2305/850/base -> origin/gh/anijain2305/850/base 2025-08-26T20:05:25.0978708Z * [new branch] gh/anijain2305/850/head -> origin/gh/anijain2305/850/head 2025-08-26T20:05:25.0978909Z * [new branch] gh/anijain2305/850/orig -> origin/gh/anijain2305/850/orig 2025-08-26T20:05:25.0979099Z * [new branch] gh/anijain2305/851/base -> origin/gh/anijain2305/851/base 2025-08-26T20:05:25.0979340Z * [new branch] gh/anijain2305/851/head -> origin/gh/anijain2305/851/head 2025-08-26T20:05:25.0979530Z * [new branch] gh/anijain2305/851/orig -> origin/gh/anijain2305/851/orig 2025-08-26T20:05:25.0979831Z * [new branch] gh/anijain2305/852/base -> origin/gh/anijain2305/852/base 2025-08-26T20:05:25.0980027Z * [new branch] gh/anijain2305/852/head -> origin/gh/anijain2305/852/head 2025-08-26T20:05:25.0980217Z * [new branch] gh/anijain2305/852/orig -> origin/gh/anijain2305/852/orig 2025-08-26T20:05:25.0980407Z * [new branch] gh/anijain2305/853/base -> origin/gh/anijain2305/853/base 2025-08-26T20:05:25.0980597Z * [new branch] gh/anijain2305/853/head -> origin/gh/anijain2305/853/head 2025-08-26T20:05:25.0980787Z * [new branch] gh/anijain2305/853/orig -> origin/gh/anijain2305/853/orig 2025-08-26T20:05:25.0980986Z * [new branch] gh/anijain2305/854/base -> origin/gh/anijain2305/854/base 2025-08-26T20:05:25.0981182Z * [new branch] gh/anijain2305/854/head -> origin/gh/anijain2305/854/head 2025-08-26T20:05:25.0981373Z * [new branch] gh/anijain2305/854/orig -> origin/gh/anijain2305/854/orig 2025-08-26T20:05:25.0981565Z * [new branch] gh/anijain2305/855/base -> origin/gh/anijain2305/855/base 2025-08-26T20:05:25.0981757Z * [new branch] gh/anijain2305/855/head -> origin/gh/anijain2305/855/head 2025-08-26T20:05:25.0981949Z * [new branch] gh/anijain2305/855/orig -> origin/gh/anijain2305/855/orig 2025-08-26T20:05:25.0982140Z * [new branch] gh/anijain2305/856/base -> origin/gh/anijain2305/856/base 2025-08-26T20:05:25.0984613Z * [new branch] gh/anijain2305/856/head -> origin/gh/anijain2305/856/head 2025-08-26T20:05:25.0984847Z * [new branch] gh/anijain2305/856/orig -> origin/gh/anijain2305/856/orig 2025-08-26T20:05:25.0984934Z * [new branch] gh/anijain2305/857/base -> origin/gh/anijain2305/857/base 2025-08-26T20:05:25.0985013Z * [new branch] gh/anijain2305/857/head -> origin/gh/anijain2305/857/head 2025-08-26T20:05:25.0985103Z * [new branch] gh/anijain2305/857/orig -> origin/gh/anijain2305/857/orig 2025-08-26T20:05:25.0985186Z * [new branch] gh/anijain2305/858/base -> origin/gh/anijain2305/858/base 2025-08-26T20:05:25.0985268Z * [new branch] gh/anijain2305/858/head -> origin/gh/anijain2305/858/head 2025-08-26T20:05:25.0985348Z * [new branch] gh/anijain2305/858/orig -> origin/gh/anijain2305/858/orig 2025-08-26T20:05:25.0985428Z * [new branch] gh/anijain2305/859/base -> origin/gh/anijain2305/859/base 2025-08-26T20:05:25.0985509Z * [new branch] gh/anijain2305/859/head -> origin/gh/anijain2305/859/head 2025-08-26T20:05:25.0985586Z * [new branch] gh/anijain2305/859/orig -> origin/gh/anijain2305/859/orig 2025-08-26T20:05:25.0985666Z * [new branch] gh/anjali411/216/base -> origin/gh/anjali411/216/base 2025-08-26T20:05:25.0985745Z * [new branch] gh/anjali411/216/head -> origin/gh/anjali411/216/head 2025-08-26T20:05:25.0985898Z * [new branch] gh/anjali411/216/orig -> origin/gh/anjali411/216/orig 2025-08-26T20:05:25.0985984Z * [new branch] gh/ankitageorge/13/base -> origin/gh/ankitageorge/13/base 2025-08-26T20:05:25.0986066Z * [new branch] gh/ankitageorge/13/head -> origin/gh/ankitageorge/13/head 2025-08-26T20:05:25.0986145Z * [new branch] gh/ankitageorge/13/orig -> origin/gh/ankitageorge/13/orig 2025-08-26T20:05:25.0986224Z * [new branch] gh/ankitageorge/14/base -> origin/gh/ankitageorge/14/base 2025-08-26T20:05:25.0986305Z * [new branch] gh/ankitageorge/14/head -> origin/gh/ankitageorge/14/head 2025-08-26T20:05:25.0986385Z * [new branch] gh/ankitageorge/14/orig -> origin/gh/ankitageorge/14/orig 2025-08-26T20:05:25.0986503Z * [new branch] gh/ankitageorge/15/base -> origin/gh/ankitageorge/15/base 2025-08-26T20:05:25.0986585Z * [new branch] gh/ankitageorge/15/head -> origin/gh/ankitageorge/15/head 2025-08-26T20:05:25.0986668Z * [new branch] gh/ankitageorge/15/orig -> origin/gh/ankitageorge/15/orig 2025-08-26T20:05:25.0986747Z * [new branch] gh/ankitageorge/16/base -> origin/gh/ankitageorge/16/base 2025-08-26T20:05:25.0988586Z * [new branch] gh/ankitageorge/16/head -> origin/gh/ankitageorge/16/head 2025-08-26T20:05:25.0988680Z * [new branch] gh/ankitageorge/16/orig -> origin/gh/ankitageorge/16/orig 2025-08-26T20:05:25.0988916Z * [new branch] gh/ankitageorge/17/base -> origin/gh/ankitageorge/17/base 2025-08-26T20:05:25.0989005Z * [new branch] gh/ankitageorge/17/head -> origin/gh/ankitageorge/17/head 2025-08-26T20:05:25.0989091Z * [new branch] gh/ankitageorge/17/orig -> origin/gh/ankitageorge/17/orig 2025-08-26T20:05:25.0989170Z * [new branch] gh/ankitageorge/18/base -> origin/gh/ankitageorge/18/base 2025-08-26T20:05:25.0989262Z * [new branch] gh/ankitageorge/18/head -> origin/gh/ankitageorge/18/head 2025-08-26T20:05:25.0989342Z * [new branch] gh/ankitageorge/18/orig -> origin/gh/ankitageorge/18/orig 2025-08-26T20:05:25.0989420Z * [new branch] gh/ankitageorge/19/base -> origin/gh/ankitageorge/19/base 2025-08-26T20:05:25.0989502Z * [new branch] gh/ankitageorge/19/head -> origin/gh/ankitageorge/19/head 2025-08-26T20:05:25.0989580Z * [new branch] gh/ankitageorge/19/orig -> origin/gh/ankitageorge/19/orig 2025-08-26T20:05:25.0989659Z * [new branch] gh/ankitageorge/20/base -> origin/gh/ankitageorge/20/base 2025-08-26T20:05:25.0989835Z * [new branch] gh/ankitageorge/20/head -> origin/gh/ankitageorge/20/head 2025-08-26T20:05:25.0989918Z * [new branch] gh/ankitageorge/20/orig -> origin/gh/ankitageorge/20/orig 2025-08-26T20:05:25.0989996Z * [new branch] gh/ankitageorge/21/base -> origin/gh/ankitageorge/21/base 2025-08-26T20:05:25.0990078Z * [new branch] gh/ankitageorge/21/head -> origin/gh/ankitageorge/21/head 2025-08-26T20:05:25.0990157Z * [new branch] gh/ankitageorge/21/orig -> origin/gh/ankitageorge/21/orig 2025-08-26T20:05:25.0990238Z * [new branch] gh/anshul-si/1/base -> origin/gh/anshul-si/1/base 2025-08-26T20:05:25.0990313Z * [new branch] gh/anshul-si/1/head -> origin/gh/anshul-si/1/head 2025-08-26T20:05:25.0990393Z * [new branch] gh/anshul-si/10/base -> origin/gh/anshul-si/10/base 2025-08-26T20:05:25.0990469Z * [new branch] gh/anshul-si/10/head -> origin/gh/anshul-si/10/head 2025-08-26T20:05:25.0990542Z * [new branch] gh/anshul-si/10/orig -> origin/gh/anshul-si/10/orig 2025-08-26T20:05:25.0993085Z * [new branch] gh/anshul-si/11/base -> origin/gh/anshul-si/11/base 2025-08-26T20:05:25.0993255Z * [new branch] gh/anshul-si/11/head -> origin/gh/anshul-si/11/head 2025-08-26T20:05:25.0993456Z * [new branch] gh/anshul-si/11/orig -> origin/gh/anshul-si/11/orig 2025-08-26T20:05:25.0993534Z * [new branch] gh/anshul-si/12/base -> origin/gh/anshul-si/12/base 2025-08-26T20:05:25.0993608Z * [new branch] gh/anshul-si/12/head -> origin/gh/anshul-si/12/head 2025-08-26T20:05:25.0993680Z * [new branch] gh/anshul-si/12/orig -> origin/gh/anshul-si/12/orig 2025-08-26T20:05:25.0993757Z * [new branch] gh/anshul-si/13/base -> origin/gh/anshul-si/13/base 2025-08-26T20:05:25.0993830Z * [new branch] gh/anshul-si/13/head -> origin/gh/anshul-si/13/head 2025-08-26T20:05:25.0993939Z * [new branch] gh/anshul-si/13/orig -> origin/gh/anshul-si/13/orig 2025-08-26T20:05:25.0994013Z * [new branch] gh/anshul-si/14/base -> origin/gh/anshul-si/14/base 2025-08-26T20:05:25.0994090Z * [new branch] gh/anshul-si/14/head -> origin/gh/anshul-si/14/head 2025-08-26T20:05:25.0994161Z * [new branch] gh/anshul-si/14/orig -> origin/gh/anshul-si/14/orig 2025-08-26T20:05:25.0994234Z * [new branch] gh/anshul-si/15/base -> origin/gh/anshul-si/15/base 2025-08-26T20:05:25.0994311Z * [new branch] gh/anshul-si/15/head -> origin/gh/anshul-si/15/head 2025-08-26T20:05:25.0994382Z * [new branch] gh/anshul-si/15/orig -> origin/gh/anshul-si/15/orig 2025-08-26T20:05:25.0994457Z * [new branch] gh/anshul-si/16/base -> origin/gh/anshul-si/16/base 2025-08-26T20:05:25.0994529Z * [new branch] gh/anshul-si/16/head -> origin/gh/anshul-si/16/head 2025-08-26T20:05:25.0994603Z * [new branch] gh/anshul-si/16/orig -> origin/gh/anshul-si/16/orig 2025-08-26T20:05:25.0994674Z * [new branch] gh/anshul-si/17/base -> origin/gh/anshul-si/17/base 2025-08-26T20:05:25.0994751Z * [new branch] gh/anshul-si/17/head -> origin/gh/anshul-si/17/head 2025-08-26T20:05:25.0994825Z * [new branch] gh/anshul-si/17/orig -> origin/gh/anshul-si/17/orig 2025-08-26T20:05:25.0994899Z * [new branch] gh/anshul-si/18/base -> origin/gh/anshul-si/18/base 2025-08-26T20:05:25.0994974Z * [new branch] gh/anshul-si/18/head -> origin/gh/anshul-si/18/head 2025-08-26T20:05:25.0995049Z * [new branch] gh/anshul-si/18/orig -> origin/gh/anshul-si/18/orig 2025-08-26T20:05:25.0995121Z * [new branch] gh/anshul-si/19/base -> origin/gh/anshul-si/19/base 2025-08-26T20:05:25.0995194Z * [new branch] gh/anshul-si/19/head -> origin/gh/anshul-si/19/head 2025-08-26T20:05:25.0995269Z * [new branch] gh/anshul-si/19/orig -> origin/gh/anshul-si/19/orig 2025-08-26T20:05:25.0995344Z * [new branch] gh/anshul-si/2/base -> origin/gh/anshul-si/2/base 2025-08-26T20:05:25.0995422Z * [new branch] gh/anshul-si/2/head -> origin/gh/anshul-si/2/head 2025-08-26T20:05:25.0995495Z * [new branch] gh/anshul-si/20/base -> origin/gh/anshul-si/20/base 2025-08-26T20:05:25.0995566Z * [new branch] gh/anshul-si/20/head -> origin/gh/anshul-si/20/head 2025-08-26T20:05:25.0995638Z * [new branch] gh/anshul-si/20/orig -> origin/gh/anshul-si/20/orig 2025-08-26T20:05:25.0995710Z * [new branch] gh/anshul-si/21/base -> origin/gh/anshul-si/21/base 2025-08-26T20:05:25.0995781Z * [new branch] gh/anshul-si/21/head -> origin/gh/anshul-si/21/head 2025-08-26T20:05:25.0995860Z * [new branch] gh/anshul-si/21/orig -> origin/gh/anshul-si/21/orig 2025-08-26T20:05:25.0995934Z * [new branch] gh/anshul-si/22/base -> origin/gh/anshul-si/22/base 2025-08-26T20:05:25.0996012Z * [new branch] gh/anshul-si/22/head -> origin/gh/anshul-si/22/head 2025-08-26T20:05:25.0996116Z * [new branch] gh/anshul-si/22/orig -> origin/gh/anshul-si/22/orig 2025-08-26T20:05:25.0996188Z * [new branch] gh/anshul-si/23/base -> origin/gh/anshul-si/23/base 2025-08-26T20:05:25.0996260Z * [new branch] gh/anshul-si/23/head -> origin/gh/anshul-si/23/head 2025-08-26T20:05:25.0996333Z * [new branch] gh/anshul-si/23/orig -> origin/gh/anshul-si/23/orig 2025-08-26T20:05:25.0998280Z * [new branch] gh/anshul-si/24/base -> origin/gh/anshul-si/24/base 2025-08-26T20:05:25.0998379Z * [new branch] gh/anshul-si/24/head -> origin/gh/anshul-si/24/head 2025-08-26T20:05:25.0998507Z * [new branch] gh/anshul-si/24/orig -> origin/gh/anshul-si/24/orig 2025-08-26T20:05:25.0998585Z * [new branch] gh/anshul-si/25/base -> origin/gh/anshul-si/25/base 2025-08-26T20:05:25.0998664Z * [new branch] gh/anshul-si/25/head -> origin/gh/anshul-si/25/head 2025-08-26T20:05:25.0998738Z * [new branch] gh/anshul-si/25/orig -> origin/gh/anshul-si/25/orig 2025-08-26T20:05:25.0998810Z * [new branch] gh/anshul-si/26/base -> origin/gh/anshul-si/26/base 2025-08-26T20:05:25.0998882Z * [new branch] gh/anshul-si/26/head -> origin/gh/anshul-si/26/head 2025-08-26T20:05:25.0998955Z * [new branch] gh/anshul-si/26/orig -> origin/gh/anshul-si/26/orig 2025-08-26T20:05:25.0999027Z * [new branch] gh/anshul-si/27/base -> origin/gh/anshul-si/27/base 2025-08-26T20:05:25.0999100Z * [new branch] gh/anshul-si/27/head -> origin/gh/anshul-si/27/head 2025-08-26T20:05:25.0999174Z * [new branch] gh/anshul-si/27/orig -> origin/gh/anshul-si/27/orig 2025-08-26T20:05:25.0999250Z * [new branch] gh/anshul-si/28/base -> origin/gh/anshul-si/28/base 2025-08-26T20:05:25.0999323Z * [new branch] gh/anshul-si/28/head -> origin/gh/anshul-si/28/head 2025-08-26T20:05:25.0999396Z * [new branch] gh/anshul-si/28/orig -> origin/gh/anshul-si/28/orig 2025-08-26T20:05:25.0999470Z * [new branch] gh/anshul-si/3/base -> origin/gh/anshul-si/3/base 2025-08-26T20:05:25.0999542Z * [new branch] gh/anshul-si/3/head -> origin/gh/anshul-si/3/head 2025-08-26T20:05:25.0999615Z * [new branch] gh/anshul-si/4/base -> origin/gh/anshul-si/4/base 2025-08-26T20:05:25.0999802Z * [new branch] gh/anshul-si/4/head -> origin/gh/anshul-si/4/head 2025-08-26T20:05:25.0999875Z * [new branch] gh/anshul-si/5/base -> origin/gh/anshul-si/5/base 2025-08-26T20:05:25.0999951Z * [new branch] gh/anshul-si/5/head -> origin/gh/anshul-si/5/head 2025-08-26T20:05:25.1000022Z * [new branch] gh/anshul-si/7/base -> origin/gh/anshul-si/7/base 2025-08-26T20:05:25.1001806Z * [new branch] gh/anshul-si/7/head -> origin/gh/anshul-si/7/head 2025-08-26T20:05:25.1001894Z * [new branch] gh/anshul-si/7/orig -> origin/gh/anshul-si/7/orig 2025-08-26T20:05:25.1001976Z * [new branch] gh/anshul-si/8/base -> origin/gh/anshul-si/8/base 2025-08-26T20:05:25.1002048Z * [new branch] gh/anshul-si/8/head -> origin/gh/anshul-si/8/head 2025-08-26T20:05:25.1002121Z * [new branch] gh/anshul-si/8/orig -> origin/gh/anshul-si/8/orig 2025-08-26T20:05:25.1002192Z * [new branch] gh/anshul-si/9/base -> origin/gh/anshul-si/9/base 2025-08-26T20:05:25.1002268Z * [new branch] gh/anshul-si/9/head -> origin/gh/anshul-si/9/head 2025-08-26T20:05:25.1002340Z * [new branch] gh/anshul-si/9/orig -> origin/gh/anshul-si/9/orig 2025-08-26T20:05:25.1002418Z * [new branch] gh/aorenste/132/base -> origin/gh/aorenste/132/base 2025-08-26T20:05:25.1002553Z * [new branch] gh/aorenste/132/head -> origin/gh/aorenste/132/head 2025-08-26T20:05:25.1002629Z * [new branch] gh/aorenste/237/base -> origin/gh/aorenste/237/base 2025-08-26T20:05:25.1002709Z * [new branch] gh/aorenste/237/head -> origin/gh/aorenste/237/head 2025-08-26T20:05:25.1002807Z * [new branch] gh/aorenste/237/orig -> origin/gh/aorenste/237/orig 2025-08-26T20:05:25.1002925Z * [new branch] gh/aorenste/238/base -> origin/gh/aorenste/238/base 2025-08-26T20:05:25.1003037Z * [new branch] gh/aorenste/238/head -> origin/gh/aorenste/238/head 2025-08-26T20:05:25.1003217Z * [new branch] gh/aorenste/238/orig -> origin/gh/aorenste/238/orig 2025-08-26T20:05:25.1003338Z * [new branch] gh/bdhirsh/650/base -> origin/gh/bdhirsh/650/base 2025-08-26T20:05:25.1003454Z * [new branch] gh/bdhirsh/650/head -> origin/gh/bdhirsh/650/head 2025-08-26T20:05:25.1003575Z * [new branch] gh/bdhirsh/650/orig -> origin/gh/bdhirsh/650/orig 2025-08-26T20:05:25.1003693Z * [new branch] gh/bdhirsh/656/base -> origin/gh/bdhirsh/656/base 2025-08-26T20:05:25.1003813Z * [new branch] gh/bdhirsh/656/head -> origin/gh/bdhirsh/656/head 2025-08-26T20:05:25.1003933Z * [new branch] gh/bdhirsh/657/base -> origin/gh/bdhirsh/657/base 2025-08-26T20:05:25.1004054Z * [new branch] gh/bdhirsh/657/head -> origin/gh/bdhirsh/657/head 2025-08-26T20:05:25.1006730Z * [new branch] gh/bdhirsh/663/base -> origin/gh/bdhirsh/663/base 2025-08-26T20:05:25.1006899Z * [new branch] gh/bdhirsh/663/head -> origin/gh/bdhirsh/663/head 2025-08-26T20:05:25.1007035Z * [new branch] gh/bdhirsh/663/orig -> origin/gh/bdhirsh/663/orig 2025-08-26T20:05:25.1007161Z * [new branch] gh/bdhirsh/665/base -> origin/gh/bdhirsh/665/base 2025-08-26T20:05:25.1007291Z * [new branch] gh/bdhirsh/665/head -> origin/gh/bdhirsh/665/head 2025-08-26T20:05:25.1007424Z * [new branch] gh/bdhirsh/665/orig -> origin/gh/bdhirsh/665/orig 2025-08-26T20:05:25.1007548Z * [new branch] gh/bdhirsh/666/base -> origin/gh/bdhirsh/666/base 2025-08-26T20:05:25.1007669Z * [new branch] gh/bdhirsh/666/head -> origin/gh/bdhirsh/666/head 2025-08-26T20:05:25.1007791Z * [new branch] gh/bdhirsh/666/orig -> origin/gh/bdhirsh/666/orig 2025-08-26T20:05:25.1007914Z * [new branch] gh/bdhirsh/667/base -> origin/gh/bdhirsh/667/base 2025-08-26T20:05:25.1008033Z * [new branch] gh/bdhirsh/667/head -> origin/gh/bdhirsh/667/head 2025-08-26T20:05:25.1008149Z * [new branch] gh/bdhirsh/667/orig -> origin/gh/bdhirsh/667/orig 2025-08-26T20:05:25.1008267Z * [new branch] gh/bdhirsh/668/base -> origin/gh/bdhirsh/668/base 2025-08-26T20:05:25.1008386Z * [new branch] gh/bdhirsh/668/head -> origin/gh/bdhirsh/668/head 2025-08-26T20:05:25.1008510Z * [new branch] gh/bdhirsh/668/orig -> origin/gh/bdhirsh/668/orig 2025-08-26T20:05:25.1008664Z * [new branch] gh/benjaminglass1/100/base -> origin/gh/benjaminglass1/100/base 2025-08-26T20:05:25.1008818Z * [new branch] gh/benjaminglass1/100/head -> origin/gh/benjaminglass1/100/head 2025-08-26T20:05:25.1008966Z * [new branch] gh/benjaminglass1/100/orig -> origin/gh/benjaminglass1/100/orig 2025-08-26T20:05:25.1009131Z * [new branch] gh/benjaminglass1/101/base -> origin/gh/benjaminglass1/101/base 2025-08-26T20:05:25.1009283Z * [new branch] gh/benjaminglass1/101/head -> origin/gh/benjaminglass1/101/head 2025-08-26T20:05:25.1009428Z * [new branch] gh/benjaminglass1/101/orig -> origin/gh/benjaminglass1/101/orig 2025-08-26T20:05:25.1009657Z * [new branch] gh/benjaminglass1/102/base -> origin/gh/benjaminglass1/102/base 2025-08-26T20:05:25.1009884Z * [new branch] gh/benjaminglass1/102/head -> origin/gh/benjaminglass1/102/head 2025-08-26T20:05:25.1009974Z * [new branch] gh/benjaminglass1/102/orig -> origin/gh/benjaminglass1/102/orig 2025-08-26T20:05:25.1010059Z * [new branch] gh/benjaminglass1/103/base -> origin/gh/benjaminglass1/103/base 2025-08-26T20:05:25.1010143Z * [new branch] gh/benjaminglass1/103/head -> origin/gh/benjaminglass1/103/head 2025-08-26T20:05:25.1010230Z * [new branch] gh/benjaminglass1/103/orig -> origin/gh/benjaminglass1/103/orig 2025-08-26T20:05:25.1010377Z * [new branch] gh/benjaminglass1/79/base -> origin/gh/benjaminglass1/79/base 2025-08-26T20:05:25.1010461Z * [new branch] gh/benjaminglass1/79/head -> origin/gh/benjaminglass1/79/head 2025-08-26T20:05:25.1010548Z * [new branch] gh/benjaminglass1/79/orig -> origin/gh/benjaminglass1/79/orig 2025-08-26T20:05:25.1010633Z * [new branch] gh/benjaminglass1/86/base -> origin/gh/benjaminglass1/86/base 2025-08-26T20:05:25.1010717Z * [new branch] gh/benjaminglass1/86/head -> origin/gh/benjaminglass1/86/head 2025-08-26T20:05:25.1010799Z * [new branch] gh/benjaminglass1/86/orig -> origin/gh/benjaminglass1/86/orig 2025-08-26T20:05:25.1010890Z * [new branch] gh/benjaminglass1/89/base -> origin/gh/benjaminglass1/89/base 2025-08-26T20:05:25.1010974Z * [new branch] gh/benjaminglass1/89/head -> origin/gh/benjaminglass1/89/head 2025-08-26T20:05:25.1011062Z * [new branch] gh/benjaminglass1/89/orig -> origin/gh/benjaminglass1/89/orig 2025-08-26T20:05:25.1011146Z * [new branch] gh/benjaminglass1/91/base -> origin/gh/benjaminglass1/91/base 2025-08-26T20:05:25.1011232Z * [new branch] gh/benjaminglass1/91/head -> origin/gh/benjaminglass1/91/head 2025-08-26T20:05:25.1011314Z * [new branch] gh/benjaminglass1/91/orig -> origin/gh/benjaminglass1/91/orig 2025-08-26T20:05:25.1011399Z * [new branch] gh/benjaminglass1/93/base -> origin/gh/benjaminglass1/93/base 2025-08-26T20:05:25.1013461Z * [new branch] gh/benjaminglass1/93/head -> origin/gh/benjaminglass1/93/head 2025-08-26T20:05:25.1013574Z * [new branch] gh/benjaminglass1/93/orig -> origin/gh/benjaminglass1/93/orig 2025-08-26T20:05:25.1013667Z * [new branch] gh/benjaminglass1/95/base -> origin/gh/benjaminglass1/95/base 2025-08-26T20:05:25.1013751Z * [new branch] gh/benjaminglass1/95/head -> origin/gh/benjaminglass1/95/head 2025-08-26T20:05:25.1013849Z * [new branch] gh/benjaminglass1/95/orig -> origin/gh/benjaminglass1/95/orig 2025-08-26T20:05:25.1013931Z * [new branch] gh/benjaminglass1/97/base -> origin/gh/benjaminglass1/97/base 2025-08-26T20:05:25.1014020Z * [new branch] gh/benjaminglass1/97/head -> origin/gh/benjaminglass1/97/head 2025-08-26T20:05:25.1014104Z * [new branch] gh/benjaminglass1/97/orig -> origin/gh/benjaminglass1/97/orig 2025-08-26T20:05:25.1014186Z * [new branch] gh/benjaminglass1/98/base -> origin/gh/benjaminglass1/98/base 2025-08-26T20:05:25.1014269Z * [new branch] gh/benjaminglass1/98/head -> origin/gh/benjaminglass1/98/head 2025-08-26T20:05:25.1014355Z * [new branch] gh/benjaminglass1/98/orig -> origin/gh/benjaminglass1/98/orig 2025-08-26T20:05:25.1014440Z * [new branch] gh/benjaminglass1/99/base -> origin/gh/benjaminglass1/99/base 2025-08-26T20:05:25.1014526Z * [new branch] gh/benjaminglass1/99/head -> origin/gh/benjaminglass1/99/head 2025-08-26T20:05:25.1014610Z * [new branch] gh/benjaminglass1/99/orig -> origin/gh/benjaminglass1/99/orig 2025-08-26T20:05:25.1014763Z * [new branch] gh/bobrenjc93/514/base -> origin/gh/bobrenjc93/514/base 2025-08-26T20:05:25.1014843Z * [new branch] gh/bobrenjc93/514/head -> origin/gh/bobrenjc93/514/head 2025-08-26T20:05:25.1014921Z * [new branch] gh/bobrenjc93/514/orig -> origin/gh/bobrenjc93/514/orig 2025-08-26T20:05:25.1014999Z * [new branch] gh/bobrenjc93/521/base -> origin/gh/bobrenjc93/521/base 2025-08-26T20:05:25.1015076Z * [new branch] gh/bobrenjc93/521/head -> origin/gh/bobrenjc93/521/head 2025-08-26T20:05:25.1015152Z * [new branch] gh/bobrenjc93/521/orig -> origin/gh/bobrenjc93/521/orig 2025-08-26T20:05:25.1015230Z * [new branch] gh/bobrenjc93/522/base -> origin/gh/bobrenjc93/522/base 2025-08-26T20:05:25.1015341Z * [new branch] gh/bobrenjc93/522/head -> origin/gh/bobrenjc93/522/head 2025-08-26T20:05:25.1015422Z * [new branch] gh/bobrenjc93/522/orig -> origin/gh/bobrenjc93/522/orig 2025-08-26T20:05:25.1017157Z * [new branch] gh/bobrenjc93/525/base -> origin/gh/bobrenjc93/525/base 2025-08-26T20:05:25.1017246Z * [new branch] gh/bobrenjc93/525/head -> origin/gh/bobrenjc93/525/head 2025-08-26T20:05:25.1017336Z * [new branch] gh/bobrenjc93/525/orig -> origin/gh/bobrenjc93/525/orig 2025-08-26T20:05:25.1017458Z * [new branch] gh/bobrenjc93/526/base -> origin/gh/bobrenjc93/526/base 2025-08-26T20:05:25.1017588Z * [new branch] gh/bobrenjc93/526/head -> origin/gh/bobrenjc93/526/head 2025-08-26T20:05:25.1017705Z * [new branch] gh/bobrenjc93/526/orig -> origin/gh/bobrenjc93/526/orig 2025-08-26T20:05:25.1017832Z * [new branch] gh/bobrenjc93/527/base -> origin/gh/bobrenjc93/527/base 2025-08-26T20:05:25.1017955Z * [new branch] gh/bobrenjc93/527/head -> origin/gh/bobrenjc93/527/head 2025-08-26T20:05:25.1018097Z * [new branch] gh/bobrenjc93/527/orig -> origin/gh/bobrenjc93/527/orig 2025-08-26T20:05:25.1018220Z * [new branch] gh/bobrenjc93/528/base -> origin/gh/bobrenjc93/528/base 2025-08-26T20:05:25.1018354Z * [new branch] gh/bobrenjc93/528/head -> origin/gh/bobrenjc93/528/head 2025-08-26T20:05:25.1018479Z * [new branch] gh/bobrenjc93/528/orig -> origin/gh/bobrenjc93/528/orig 2025-08-26T20:05:25.1018598Z * [new branch] gh/bobrenjc93/529/base -> origin/gh/bobrenjc93/529/base 2025-08-26T20:05:25.1018733Z * [new branch] gh/bobrenjc93/529/head -> origin/gh/bobrenjc93/529/head 2025-08-26T20:05:25.1018861Z * [new branch] gh/bobrenjc93/529/orig -> origin/gh/bobrenjc93/529/orig 2025-08-26T20:05:25.1018990Z * [new branch] gh/bobrenjc93/535/base -> origin/gh/bobrenjc93/535/base 2025-08-26T20:05:25.1019119Z * [new branch] gh/bobrenjc93/535/head -> origin/gh/bobrenjc93/535/head 2025-08-26T20:05:25.1019251Z * [new branch] gh/bobrenjc93/535/orig -> origin/gh/bobrenjc93/535/orig 2025-08-26T20:05:25.1019376Z * [new branch] gh/bobrenjc93/537/base -> origin/gh/bobrenjc93/537/base 2025-08-26T20:05:25.1019500Z * [new branch] gh/bobrenjc93/537/head -> origin/gh/bobrenjc93/537/head 2025-08-26T20:05:25.1019626Z * [new branch] gh/bobrenjc93/537/orig -> origin/gh/bobrenjc93/537/orig 2025-08-26T20:05:25.1019874Z * [new branch] gh/bobrenjc93/538/base -> origin/gh/bobrenjc93/538/base 2025-08-26T20:05:25.1020002Z * [new branch] gh/bobrenjc93/538/head -> origin/gh/bobrenjc93/538/head 2025-08-26T20:05:25.1022834Z * [new branch] gh/bobrenjc93/538/orig -> origin/gh/bobrenjc93/538/orig 2025-08-26T20:05:25.1023030Z * [new branch] gh/bobrenjc93/539/base -> origin/gh/bobrenjc93/539/base 2025-08-26T20:05:25.1023173Z * [new branch] gh/bobrenjc93/539/head -> origin/gh/bobrenjc93/539/head 2025-08-26T20:05:25.1023458Z * [new branch] gh/bobrenjc93/539/orig -> origin/gh/bobrenjc93/539/orig 2025-08-26T20:05:25.1023594Z * [new branch] gh/bobrenjc93/540/base -> origin/gh/bobrenjc93/540/base 2025-08-26T20:05:25.1023726Z * [new branch] gh/bobrenjc93/540/head -> origin/gh/bobrenjc93/540/head 2025-08-26T20:05:25.1023860Z * [new branch] gh/bobrenjc93/540/orig -> origin/gh/bobrenjc93/540/orig 2025-08-26T20:05:25.1023995Z * [new branch] gh/bobrenjc93/541/base -> origin/gh/bobrenjc93/541/base 2025-08-26T20:05:25.1024137Z * [new branch] gh/bobrenjc93/541/head -> origin/gh/bobrenjc93/541/head 2025-08-26T20:05:25.1024339Z * [new branch] gh/bobrenjc93/541/orig -> origin/gh/bobrenjc93/541/orig 2025-08-26T20:05:25.1024470Z * [new branch] gh/bobrenjc93/542/base -> origin/gh/bobrenjc93/542/base 2025-08-26T20:05:25.1024611Z * [new branch] gh/bobrenjc93/542/head -> origin/gh/bobrenjc93/542/head 2025-08-26T20:05:25.1024739Z * [new branch] gh/bobrenjc93/542/orig -> origin/gh/bobrenjc93/542/orig 2025-08-26T20:05:25.1024869Z * [new branch] gh/bobrenjc93/543/base -> origin/gh/bobrenjc93/543/base 2025-08-26T20:05:25.1025002Z * [new branch] gh/bobrenjc93/543/head -> origin/gh/bobrenjc93/543/head 2025-08-26T20:05:25.1025135Z * [new branch] gh/bobrenjc93/543/orig -> origin/gh/bobrenjc93/543/orig 2025-08-26T20:05:25.1025263Z * [new branch] gh/bobrenjc93/544/base -> origin/gh/bobrenjc93/544/base 2025-08-26T20:05:25.1025398Z * [new branch] gh/bobrenjc93/544/head -> origin/gh/bobrenjc93/544/head 2025-08-26T20:05:25.1025538Z * [new branch] gh/bobrenjc93/544/orig -> origin/gh/bobrenjc93/544/orig 2025-08-26T20:05:25.1025678Z * [new branch] gh/bobrenjc93/545/base -> origin/gh/bobrenjc93/545/base 2025-08-26T20:05:25.1025812Z * [new branch] gh/bobrenjc93/545/head -> origin/gh/bobrenjc93/545/head 2025-08-26T20:05:25.1025947Z * [new branch] gh/bobrenjc93/545/orig -> origin/gh/bobrenjc93/545/orig 2025-08-26T20:05:25.1026081Z * [new branch] gh/bobrenjc93/546/base -> origin/gh/bobrenjc93/546/base 2025-08-26T20:05:25.1026213Z * [new branch] gh/bobrenjc93/546/head -> origin/gh/bobrenjc93/546/head 2025-08-26T20:05:25.1026351Z * [new branch] gh/bobrenjc93/546/orig -> origin/gh/bobrenjc93/546/orig 2025-08-26T20:05:25.1026490Z * [new branch] gh/bobrenjc93/547/base -> origin/gh/bobrenjc93/547/base 2025-08-26T20:05:25.1026626Z * [new branch] gh/bobrenjc93/547/head -> origin/gh/bobrenjc93/547/head 2025-08-26T20:05:25.1026760Z * [new branch] gh/bobrenjc93/547/orig -> origin/gh/bobrenjc93/547/orig 2025-08-26T20:05:25.1026896Z * [new branch] gh/bobrenjc93/548/base -> origin/gh/bobrenjc93/548/base 2025-08-26T20:05:25.1027025Z * [new branch] gh/bobrenjc93/548/head -> origin/gh/bobrenjc93/548/head 2025-08-26T20:05:25.1027163Z * [new branch] gh/bobrenjc93/548/orig -> origin/gh/bobrenjc93/548/orig 2025-08-26T20:05:25.1027293Z * [new branch] gh/bobrenjc93/549/base -> origin/gh/bobrenjc93/549/base 2025-08-26T20:05:25.1027416Z * [new branch] gh/bobrenjc93/549/head -> origin/gh/bobrenjc93/549/head 2025-08-26T20:05:25.1027545Z * [new branch] gh/bobrenjc93/549/orig -> origin/gh/bobrenjc93/549/orig 2025-08-26T20:05:25.1030811Z * [new branch] gh/bobrenjc93/550/base -> origin/gh/bobrenjc93/550/base 2025-08-26T20:05:25.1031020Z * [new branch] gh/bobrenjc93/550/head -> origin/gh/bobrenjc93/550/head 2025-08-26T20:05:25.1031165Z * [new branch] gh/bobrenjc93/550/orig -> origin/gh/bobrenjc93/550/orig 2025-08-26T20:05:25.1031460Z * [new branch] gh/bobrenjc93/551/base -> origin/gh/bobrenjc93/551/base 2025-08-26T20:05:25.1031596Z * [new branch] gh/bobrenjc93/551/head -> origin/gh/bobrenjc93/551/head 2025-08-26T20:05:25.1031735Z * [new branch] gh/bobrenjc93/551/orig -> origin/gh/bobrenjc93/551/orig 2025-08-26T20:05:25.1031887Z * [new branch] gh/briancoutinho/2/base -> origin/gh/briancoutinho/2/base 2025-08-26T20:05:25.1032030Z * [new branch] gh/briancoutinho/2/head -> origin/gh/briancoutinho/2/head 2025-08-26T20:05:25.1032152Z * [new branch] gh/c00w/23/base -> origin/gh/c00w/23/base 2025-08-26T20:05:25.1032340Z * [new branch] gh/c00w/23/head -> origin/gh/c00w/23/head 2025-08-26T20:05:25.1032451Z * [new branch] gh/c00w/38/base -> origin/gh/c00w/38/base 2025-08-26T20:05:25.1032565Z * [new branch] gh/c00w/38/head -> origin/gh/c00w/38/head 2025-08-26T20:05:25.1032679Z * [new branch] gh/c00w/38/orig -> origin/gh/c00w/38/orig 2025-08-26T20:05:25.1032791Z * [new branch] gh/c00w/48/base -> origin/gh/c00w/48/base 2025-08-26T20:05:25.1032901Z * [new branch] gh/c00w/48/head -> origin/gh/c00w/48/head 2025-08-26T20:05:25.1033015Z * [new branch] gh/c00w/48/orig -> origin/gh/c00w/48/orig 2025-08-26T20:05:25.1033128Z * [new branch] gh/c00w/51/base -> origin/gh/c00w/51/base 2025-08-26T20:05:25.1033237Z * [new branch] gh/c00w/51/head -> origin/gh/c00w/51/head 2025-08-26T20:05:25.1033350Z * [new branch] gh/c00w/51/orig -> origin/gh/c00w/51/orig 2025-08-26T20:05:25.1033466Z * [new branch] gh/c00w/52/base -> origin/gh/c00w/52/base 2025-08-26T20:05:25.1033575Z * [new branch] gh/c00w/52/head -> origin/gh/c00w/52/head 2025-08-26T20:05:25.1033688Z * [new branch] gh/c00w/52/orig -> origin/gh/c00w/52/orig 2025-08-26T20:05:25.1033800Z * [new branch] gh/c00w/53/base -> origin/gh/c00w/53/base 2025-08-26T20:05:25.1033912Z * [new branch] gh/c00w/53/head -> origin/gh/c00w/53/head 2025-08-26T20:05:25.1034024Z * [new branch] gh/c00w/53/orig -> origin/gh/c00w/53/orig 2025-08-26T20:05:25.1034137Z * [new branch] gh/c00w/54/base -> origin/gh/c00w/54/base 2025-08-26T20:05:25.1034249Z * [new branch] gh/c00w/54/head -> origin/gh/c00w/54/head 2025-08-26T20:05:25.1034358Z * [new branch] gh/c00w/54/orig -> origin/gh/c00w/54/orig 2025-08-26T20:05:25.1034473Z * [new branch] gh/c00w/55/base -> origin/gh/c00w/55/base 2025-08-26T20:05:25.1034579Z * [new branch] gh/c00w/55/head -> origin/gh/c00w/55/head 2025-08-26T20:05:25.1034698Z * [new branch] gh/c00w/55/orig -> origin/gh/c00w/55/orig 2025-08-26T20:05:25.1034841Z * [new branch] gh/chenmillie/1/base -> origin/gh/chenmillie/1/base 2025-08-26T20:05:25.1034973Z * [new branch] gh/chenmillie/1/head -> origin/gh/chenmillie/1/head 2025-08-26T20:05:25.1035107Z * [new branch] gh/chenmillie/1/orig -> origin/gh/chenmillie/1/orig 2025-08-26T20:05:25.1035237Z * [new branch] gh/clee2000/1/base -> origin/gh/clee2000/1/base 2025-08-26T20:05:25.1035354Z * [new branch] gh/clee2000/1/head -> origin/gh/clee2000/1/head 2025-08-26T20:05:25.1035470Z * [new branch] gh/clee2000/1/orig -> origin/gh/clee2000/1/orig 2025-08-26T20:05:25.1035608Z * [new branch] gh/coconutruben/1/base -> origin/gh/coconutruben/1/base 2025-08-26T20:05:25.1035743Z * [new branch] gh/coconutruben/1/head -> origin/gh/coconutruben/1/head 2025-08-26T20:05:25.1035952Z * [new branch] gh/coconutruben/11/base -> origin/gh/coconutruben/11/base 2025-08-26T20:05:25.1036100Z * [new branch] gh/coconutruben/11/head -> origin/gh/coconutruben/11/head 2025-08-26T20:05:25.1036237Z * [new branch] gh/coconutruben/11/orig -> origin/gh/coconutruben/11/orig 2025-08-26T20:05:25.1036378Z * [new branch] gh/coconutruben/12/base -> origin/gh/coconutruben/12/base 2025-08-26T20:05:25.1036514Z * [new branch] gh/coconutruben/12/head -> origin/gh/coconutruben/12/head 2025-08-26T20:05:25.1036653Z * [new branch] gh/coconutruben/12/orig -> origin/gh/coconutruben/12/orig 2025-08-26T20:05:25.1036838Z * [new branch] gh/coconutruben/13/base -> origin/gh/coconutruben/13/base 2025-08-26T20:05:25.1036979Z * [new branch] gh/coconutruben/13/head -> origin/gh/coconutruben/13/head 2025-08-26T20:05:25.1040386Z * [new branch] gh/coconutruben/13/orig -> origin/gh/coconutruben/13/orig 2025-08-26T20:05:25.1040578Z * [new branch] gh/coconutruben/14/base -> origin/gh/coconutruben/14/base 2025-08-26T20:05:25.1040724Z * [new branch] gh/coconutruben/14/head -> origin/gh/coconutruben/14/head 2025-08-26T20:05:25.1040873Z * [new branch] gh/coconutruben/14/orig -> origin/gh/coconutruben/14/orig 2025-08-26T20:05:25.1041014Z * [new branch] gh/coconutruben/15/base -> origin/gh/coconutruben/15/base 2025-08-26T20:05:25.1041158Z * [new branch] gh/coconutruben/15/head -> origin/gh/coconutruben/15/head 2025-08-26T20:05:25.1041302Z * [new branch] gh/coconutruben/15/orig -> origin/gh/coconutruben/15/orig 2025-08-26T20:05:25.1041443Z * [new branch] gh/coconutruben/16/base -> origin/gh/coconutruben/16/base 2025-08-26T20:05:25.1041594Z * [new branch] gh/coconutruben/16/head -> origin/gh/coconutruben/16/head 2025-08-26T20:05:25.1041739Z * [new branch] gh/coconutruben/16/orig -> origin/gh/coconutruben/16/orig 2025-08-26T20:05:25.1041880Z * [new branch] gh/coconutruben/17/base -> origin/gh/coconutruben/17/base 2025-08-26T20:05:25.1042025Z * [new branch] gh/coconutruben/17/head -> origin/gh/coconutruben/17/head 2025-08-26T20:05:25.1042162Z * [new branch] gh/coconutruben/17/orig -> origin/gh/coconutruben/17/orig 2025-08-26T20:05:25.1042296Z * [new branch] gh/coconutruben/18/base -> origin/gh/coconutruben/18/base 2025-08-26T20:05:25.1042436Z * [new branch] gh/coconutruben/18/head -> origin/gh/coconutruben/18/head 2025-08-26T20:05:25.1042572Z * [new branch] gh/coconutruben/18/orig -> origin/gh/coconutruben/18/orig 2025-08-26T20:05:25.1042702Z * [new branch] gh/coconutruben/19/base -> origin/gh/coconutruben/19/base 2025-08-26T20:05:25.1042834Z * [new branch] gh/coconutruben/19/head -> origin/gh/coconutruben/19/head 2025-08-26T20:05:25.1042985Z * [new branch] gh/coconutruben/19/orig -> origin/gh/coconutruben/19/orig 2025-08-26T20:05:25.1043117Z * [new branch] gh/coconutruben/20/base -> origin/gh/coconutruben/20/base 2025-08-26T20:05:25.1043248Z * [new branch] gh/coconutruben/20/head -> origin/gh/coconutruben/20/head 2025-08-26T20:05:25.1043391Z * [new branch] gh/coconutruben/20/orig -> origin/gh/coconutruben/20/orig 2025-08-26T20:05:25.1043523Z * [new branch] gh/coconutruben/21/base -> origin/gh/coconutruben/21/base 2025-08-26T20:05:25.1043662Z * [new branch] gh/coconutruben/21/head -> origin/gh/coconutruben/21/head 2025-08-26T20:05:25.1043795Z * [new branch] gh/coconutruben/21/orig -> origin/gh/coconutruben/21/orig 2025-08-26T20:05:25.1043937Z * [new branch] gh/coconutruben/22/base -> origin/gh/coconutruben/22/base 2025-08-26T20:05:25.1044195Z * [new branch] gh/coconutruben/22/head -> origin/gh/coconutruben/22/head 2025-08-26T20:05:25.1044323Z * [new branch] gh/coconutruben/22/orig -> origin/gh/coconutruben/22/orig 2025-08-26T20:05:25.1044441Z * [new branch] gh/coconutruben/23/base -> origin/gh/coconutruben/23/base 2025-08-26T20:05:25.1044527Z * [new branch] gh/coconutruben/23/head -> origin/gh/coconutruben/23/head 2025-08-26T20:05:25.1044607Z * [new branch] gh/coconutruben/23/orig -> origin/gh/coconutruben/23/orig 2025-08-26T20:05:25.1044688Z * [new branch] gh/coconutruben/24/base -> origin/gh/coconutruben/24/base 2025-08-26T20:05:25.1044811Z * [new branch] gh/coconutruben/24/head -> origin/gh/coconutruben/24/head 2025-08-26T20:05:25.1044891Z * [new branch] gh/coconutruben/24/orig -> origin/gh/coconutruben/24/orig 2025-08-26T20:05:25.1044970Z * [new branch] gh/coconutruben/25/base -> origin/gh/coconutruben/25/base 2025-08-26T20:05:25.1045055Z * [new branch] gh/coconutruben/25/head -> origin/gh/coconutruben/25/head 2025-08-26T20:05:25.1045134Z * [new branch] gh/coconutruben/25/orig -> origin/gh/coconutruben/25/orig 2025-08-26T20:05:25.1045214Z * [new branch] gh/coconutruben/26/base -> origin/gh/coconutruben/26/base 2025-08-26T20:05:25.1045294Z * [new branch] gh/coconutruben/26/head -> origin/gh/coconutruben/26/head 2025-08-26T20:05:25.1045376Z * [new branch] gh/coconutruben/26/orig -> origin/gh/coconutruben/26/orig 2025-08-26T20:05:25.1045456Z * [new branch] gh/coconutruben/27/base -> origin/gh/coconutruben/27/base 2025-08-26T20:05:25.1045537Z * [new branch] gh/coconutruben/27/head -> origin/gh/coconutruben/27/head 2025-08-26T20:05:25.1045616Z * [new branch] gh/coconutruben/27/orig -> origin/gh/coconutruben/27/orig 2025-08-26T20:05:25.1045697Z * [new branch] gh/coconutruben/28/base -> origin/gh/coconutruben/28/base 2025-08-26T20:05:25.1045782Z * [new branch] gh/coconutruben/28/head -> origin/gh/coconutruben/28/head 2025-08-26T20:05:25.1045864Z * [new branch] gh/coconutruben/28/orig -> origin/gh/coconutruben/28/orig 2025-08-26T20:05:25.1045944Z * [new branch] gh/coconutruben/29/base -> origin/gh/coconutruben/29/base 2025-08-26T20:05:25.1046022Z * [new branch] gh/coconutruben/29/head -> origin/gh/coconutruben/29/head 2025-08-26T20:05:25.1046100Z * [new branch] gh/coconutruben/29/orig -> origin/gh/coconutruben/29/orig 2025-08-26T20:05:25.1046182Z * [new branch] gh/coconutruben/30/base -> origin/gh/coconutruben/30/base 2025-08-26T20:05:25.1046260Z * [new branch] gh/coconutruben/30/head -> origin/gh/coconutruben/30/head 2025-08-26T20:05:25.1046339Z * [new branch] gh/coconutruben/30/orig -> origin/gh/coconutruben/30/orig 2025-08-26T20:05:25.1049280Z * [new branch] gh/coconutruben/31/base -> origin/gh/coconutruben/31/base 2025-08-26T20:05:25.1049410Z * [new branch] gh/coconutruben/31/head -> origin/gh/coconutruben/31/head 2025-08-26T20:05:25.1049498Z * [new branch] gh/coconutruben/31/orig -> origin/gh/coconutruben/31/orig 2025-08-26T20:05:25.1049580Z * [new branch] gh/coconutruben/32/base -> origin/gh/coconutruben/32/base 2025-08-26T20:05:25.1050012Z * [new branch] gh/coconutruben/32/head -> origin/gh/coconutruben/32/head 2025-08-26T20:05:25.1050099Z * [new branch] gh/coconutruben/32/orig -> origin/gh/coconutruben/32/orig 2025-08-26T20:05:25.1050183Z * [new branch] gh/coconutruben/33/base -> origin/gh/coconutruben/33/base 2025-08-26T20:05:25.1050261Z * [new branch] gh/coconutruben/33/head -> origin/gh/coconutruben/33/head 2025-08-26T20:05:25.1050429Z * [new branch] gh/coconutruben/33/orig -> origin/gh/coconutruben/33/orig 2025-08-26T20:05:25.1050510Z * [new branch] gh/coconutruben/34/base -> origin/gh/coconutruben/34/base 2025-08-26T20:05:25.1050590Z * [new branch] gh/coconutruben/34/head -> origin/gh/coconutruben/34/head 2025-08-26T20:05:25.1050669Z * [new branch] gh/coconutruben/34/orig -> origin/gh/coconutruben/34/orig 2025-08-26T20:05:25.1050757Z * [new branch] gh/coconutruben/35/base -> origin/gh/coconutruben/35/base 2025-08-26T20:05:25.1050838Z * [new branch] gh/coconutruben/35/head -> origin/gh/coconutruben/35/head 2025-08-26T20:05:25.1050921Z * [new branch] gh/coconutruben/35/orig -> origin/gh/coconutruben/35/orig 2025-08-26T20:05:25.1051042Z * [new branch] gh/coconutruben/36/base -> origin/gh/coconutruben/36/base 2025-08-26T20:05:25.1051121Z * [new branch] gh/coconutruben/36/head -> origin/gh/coconutruben/36/head 2025-08-26T20:05:25.1051201Z * [new branch] gh/coconutruben/36/orig -> origin/gh/coconutruben/36/orig 2025-08-26T20:05:25.1051281Z * [new branch] gh/coconutruben/37/base -> origin/gh/coconutruben/37/base 2025-08-26T20:05:25.1051362Z * [new branch] gh/coconutruben/37/head -> origin/gh/coconutruben/37/head 2025-08-26T20:05:25.1051442Z * [new branch] gh/coconutruben/37/orig -> origin/gh/coconutruben/37/orig 2025-08-26T20:05:25.1051525Z * [new branch] gh/coconutruben/38/base -> origin/gh/coconutruben/38/base 2025-08-26T20:05:25.1051604Z * [new branch] gh/coconutruben/38/head -> origin/gh/coconutruben/38/head 2025-08-26T20:05:25.1051691Z * [new branch] gh/coconutruben/38/orig -> origin/gh/coconutruben/38/orig 2025-08-26T20:05:25.1051771Z * [new branch] gh/coconutruben/39/base -> origin/gh/coconutruben/39/base 2025-08-26T20:05:25.1051854Z * [new branch] gh/coconutruben/39/head -> origin/gh/coconutruben/39/head 2025-08-26T20:05:25.1051934Z * [new branch] gh/coconutruben/39/orig -> origin/gh/coconutruben/39/orig 2025-08-26T20:05:25.1052014Z * [new branch] gh/coconutruben/40/base -> origin/gh/coconutruben/40/base 2025-08-26T20:05:25.1052094Z * [new branch] gh/coconutruben/40/head -> origin/gh/coconutruben/40/head 2025-08-26T20:05:25.1052173Z * [new branch] gh/coconutruben/40/orig -> origin/gh/coconutruben/40/orig 2025-08-26T20:05:25.1052251Z * [new branch] gh/coconutruben/41/base -> origin/gh/coconutruben/41/base 2025-08-26T20:05:25.1052339Z * [new branch] gh/coconutruben/41/head -> origin/gh/coconutruben/41/head 2025-08-26T20:05:25.1052421Z * [new branch] gh/coconutruben/41/orig -> origin/gh/coconutruben/41/orig 2025-08-26T20:05:25.1052499Z * [new branch] gh/coconutruben/42/base -> origin/gh/coconutruben/42/base 2025-08-26T20:05:25.1052588Z * [new branch] gh/coconutruben/42/head -> origin/gh/coconutruben/42/head 2025-08-26T20:05:25.1052673Z * [new branch] gh/coconutruben/42/orig -> origin/gh/coconutruben/42/orig 2025-08-26T20:05:25.1052751Z * [new branch] gh/coconutruben/43/base -> origin/gh/coconutruben/43/base 2025-08-26T20:05:25.1052831Z * [new branch] gh/coconutruben/43/head -> origin/gh/coconutruben/43/head 2025-08-26T20:05:25.1052910Z * [new branch] gh/coconutruben/43/orig -> origin/gh/coconutruben/43/orig 2025-08-26T20:05:25.1052990Z * [new branch] gh/coconutruben/44/base -> origin/gh/coconutruben/44/base 2025-08-26T20:05:25.1053073Z * [new branch] gh/coconutruben/44/head -> origin/gh/coconutruben/44/head 2025-08-26T20:05:25.1053151Z * [new branch] gh/coconutruben/44/orig -> origin/gh/coconutruben/44/orig 2025-08-26T20:05:25.1053265Z * [new branch] gh/coconutruben/45/base -> origin/gh/coconutruben/45/base 2025-08-26T20:05:25.1053346Z * [new branch] gh/coconutruben/45/head -> origin/gh/coconutruben/45/head 2025-08-26T20:05:25.1053432Z * [new branch] gh/coconutruben/45/orig -> origin/gh/coconutruben/45/orig 2025-08-26T20:05:25.1053511Z * [new branch] gh/coconutruben/46/base -> origin/gh/coconutruben/46/base 2025-08-26T20:05:25.1053598Z * [new branch] gh/coconutruben/46/head -> origin/gh/coconutruben/46/head 2025-08-26T20:05:25.1053677Z * [new branch] gh/coconutruben/46/orig -> origin/gh/coconutruben/46/orig 2025-08-26T20:05:25.1053755Z * [new branch] gh/coconutruben/47/base -> origin/gh/coconutruben/47/base 2025-08-26T20:05:25.1053867Z * [new branch] gh/coconutruben/47/head -> origin/gh/coconutruben/47/head 2025-08-26T20:05:25.1053949Z * [new branch] gh/coconutruben/47/orig -> origin/gh/coconutruben/47/orig 2025-08-26T20:05:25.1054029Z * [new branch] gh/coconutruben/48/base -> origin/gh/coconutruben/48/base 2025-08-26T20:05:25.1054117Z * [new branch] gh/coconutruben/48/head -> origin/gh/coconutruben/48/head 2025-08-26T20:05:25.1054195Z * [new branch] gh/coconutruben/48/orig -> origin/gh/coconutruben/48/orig 2025-08-26T20:05:25.1054291Z * [new branch] gh/coconutruben/49/base -> origin/gh/coconutruben/49/base 2025-08-26T20:05:25.1054421Z * [new branch] gh/coconutruben/49/head -> origin/gh/coconutruben/49/head 2025-08-26T20:05:25.1054546Z * [new branch] gh/coconutruben/49/orig -> origin/gh/coconutruben/49/orig 2025-08-26T20:05:25.1054678Z * [new branch] gh/coconutruben/50/base -> origin/gh/coconutruben/50/base 2025-08-26T20:05:25.1054821Z * [new branch] gh/coconutruben/50/head -> origin/gh/coconutruben/50/head 2025-08-26T20:05:25.1054953Z * [new branch] gh/coconutruben/50/orig -> origin/gh/coconutruben/50/orig 2025-08-26T20:05:25.1055085Z * [new branch] gh/coconutruben/51/base -> origin/gh/coconutruben/51/base 2025-08-26T20:05:25.1055213Z * [new branch] gh/coconutruben/51/head -> origin/gh/coconutruben/51/head 2025-08-26T20:05:25.1055336Z * [new branch] gh/coconutruben/51/orig -> origin/gh/coconutruben/51/orig 2025-08-26T20:05:25.1055463Z * [new branch] gh/coconutruben/52/base -> origin/gh/coconutruben/52/base 2025-08-26T20:05:25.1055593Z * [new branch] gh/coconutruben/52/head -> origin/gh/coconutruben/52/head 2025-08-26T20:05:25.1055734Z * [new branch] gh/coconutruben/52/orig -> origin/gh/coconutruben/52/orig 2025-08-26T20:05:25.1055877Z * [new branch] gh/coconutruben/53/base -> origin/gh/coconutruben/53/base 2025-08-26T20:05:25.1056015Z * [new branch] gh/coconutruben/53/head -> origin/gh/coconutruben/53/head 2025-08-26T20:05:25.1056154Z * [new branch] gh/coconutruben/53/orig -> origin/gh/coconutruben/53/orig 2025-08-26T20:05:25.1056289Z * [new branch] gh/coconutruben/54/base -> origin/gh/coconutruben/54/base 2025-08-26T20:05:25.1056424Z * [new branch] gh/coconutruben/54/head -> origin/gh/coconutruben/54/head 2025-08-26T20:05:25.1056557Z * [new branch] gh/coconutruben/54/orig -> origin/gh/coconutruben/54/orig 2025-08-26T20:05:25.1056685Z * [new branch] gh/coconutruben/55/base -> origin/gh/coconutruben/55/base 2025-08-26T20:05:25.1059466Z * [new branch] gh/coconutruben/55/head -> origin/gh/coconutruben/55/head 2025-08-26T20:05:25.1059616Z * [new branch] gh/coconutruben/55/orig -> origin/gh/coconutruben/55/orig 2025-08-26T20:05:25.1059824Z * [new branch] gh/codingwithsurya/12/base -> origin/gh/codingwithsurya/12/base 2025-08-26T20:05:25.1060018Z * [new branch] gh/codingwithsurya/12/head -> origin/gh/codingwithsurya/12/head 2025-08-26T20:05:25.1060114Z * [new branch] gh/codingwithsurya/12/orig -> origin/gh/codingwithsurya/12/orig 2025-08-26T20:05:25.1060203Z * [new branch] gh/codingwithsurya/13/base -> origin/gh/codingwithsurya/13/base 2025-08-26T20:05:25.1060296Z * [new branch] gh/codingwithsurya/13/head -> origin/gh/codingwithsurya/13/head 2025-08-26T20:05:25.1060383Z * [new branch] gh/codingwithsurya/13/orig -> origin/gh/codingwithsurya/13/orig 2025-08-26T20:05:25.1060468Z * [new branch] gh/codingwithsurya/14/base -> origin/gh/codingwithsurya/14/base 2025-08-26T20:05:25.1060552Z * [new branch] gh/codingwithsurya/14/head -> origin/gh/codingwithsurya/14/head 2025-08-26T20:05:25.1060683Z * [new branch] gh/codingwithsurya/14/orig -> origin/gh/codingwithsurya/14/orig 2025-08-26T20:05:25.1060770Z * [new branch] gh/codingwithsurya/15/base -> origin/gh/codingwithsurya/15/base 2025-08-26T20:05:25.1060859Z * [new branch] gh/codingwithsurya/15/head -> origin/gh/codingwithsurya/15/head 2025-08-26T20:05:25.1060948Z * [new branch] gh/codingwithsurya/15/orig -> origin/gh/codingwithsurya/15/orig 2025-08-26T20:05:25.1061033Z * [new branch] gh/codingwithsurya/16/base -> origin/gh/codingwithsurya/16/base 2025-08-26T20:05:25.1061119Z * [new branch] gh/codingwithsurya/16/head -> origin/gh/codingwithsurya/16/head 2025-08-26T20:05:25.1061208Z * [new branch] gh/codingwithsurya/16/orig -> origin/gh/codingwithsurya/16/orig 2025-08-26T20:05:25.1061293Z * [new branch] gh/codingwithsurya/17/base -> origin/gh/codingwithsurya/17/base 2025-08-26T20:05:25.1061379Z * [new branch] gh/codingwithsurya/17/head -> origin/gh/codingwithsurya/17/head 2025-08-26T20:05:25.1061468Z * [new branch] gh/codingwithsurya/17/orig -> origin/gh/codingwithsurya/17/orig 2025-08-26T20:05:25.1061557Z * [new branch] gh/codingwithsurya/18/base -> origin/gh/codingwithsurya/18/base 2025-08-26T20:05:25.1061643Z * [new branch] gh/codingwithsurya/18/head -> origin/gh/codingwithsurya/18/head 2025-08-26T20:05:25.1061732Z * [new branch] gh/codingwithsurya/18/orig -> origin/gh/codingwithsurya/18/orig 2025-08-26T20:05:25.1061823Z * [new branch] gh/codingwithsurya/19/base -> origin/gh/codingwithsurya/19/base 2025-08-26T20:05:25.1061911Z * [new branch] gh/codingwithsurya/19/head -> origin/gh/codingwithsurya/19/head 2025-08-26T20:05:25.1061999Z * [new branch] gh/codingwithsurya/19/orig -> origin/gh/codingwithsurya/19/orig 2025-08-26T20:05:25.1062086Z * [new branch] gh/codingwithsurya/20/base -> origin/gh/codingwithsurya/20/base 2025-08-26T20:05:25.1062172Z * [new branch] gh/codingwithsurya/20/head -> origin/gh/codingwithsurya/20/head 2025-08-26T20:05:25.1062261Z * [new branch] gh/codingwithsurya/20/orig -> origin/gh/codingwithsurya/20/orig 2025-08-26T20:05:25.1062348Z * [new branch] gh/codingwithsurya/21/base -> origin/gh/codingwithsurya/21/base 2025-08-26T20:05:25.1062435Z * [new branch] gh/codingwithsurya/21/head -> origin/gh/codingwithsurya/21/head 2025-08-26T20:05:25.1062521Z * [new branch] gh/codingwithsurya/21/orig -> origin/gh/codingwithsurya/21/orig 2025-08-26T20:05:25.1062614Z * [new branch] gh/colinchan15/1/base -> origin/gh/colinchan15/1/base 2025-08-26T20:05:25.1062697Z * [new branch] gh/colinchan15/1/head -> origin/gh/colinchan15/1/head 2025-08-26T20:05:25.1062775Z * [new branch] gh/colinchan15/2/base -> origin/gh/colinchan15/2/base 2025-08-26T20:05:25.1062858Z * [new branch] gh/colinchan15/2/head -> origin/gh/colinchan15/2/head 2025-08-26T20:05:25.1062936Z * [new branch] gh/colinchan15/3/base -> origin/gh/colinchan15/3/base 2025-08-26T20:05:25.1063046Z * [new branch] gh/colinchan15/3/head -> origin/gh/colinchan15/3/head 2025-08-26T20:05:25.1063124Z * [new branch] gh/colinchan15/4/base -> origin/gh/colinchan15/4/base 2025-08-26T20:05:25.1063199Z * [new branch] gh/colinchan15/4/head -> origin/gh/colinchan15/4/head 2025-08-26T20:05:25.1063278Z * [new branch] gh/colinchan15/5/base -> origin/gh/colinchan15/5/base 2025-08-26T20:05:25.1063354Z * [new branch] gh/colinchan15/5/head -> origin/gh/colinchan15/5/head 2025-08-26T20:05:25.1063429Z * [new branch] gh/colinchan15/6/base -> origin/gh/colinchan15/6/base 2025-08-26T20:05:25.1063539Z * [new branch] gh/colinchan15/6/head -> origin/gh/colinchan15/6/head 2025-08-26T20:05:25.1063627Z * [new branch] gh/davidberard98/382/base -> origin/gh/davidberard98/382/base 2025-08-26T20:05:25.1063713Z * [new branch] gh/davidberard98/382/head -> origin/gh/davidberard98/382/head 2025-08-26T20:05:25.1063797Z * [new branch] gh/davidberard98/382/orig -> origin/gh/davidberard98/382/orig 2025-08-26T20:05:25.1063884Z * [new branch] gh/davidberard98/386/base -> origin/gh/davidberard98/386/base 2025-08-26T20:05:25.1066145Z * [new branch] gh/davidberard98/386/head -> origin/gh/davidberard98/386/head 2025-08-26T20:05:25.1066305Z * [new branch] gh/davidberard98/386/orig -> origin/gh/davidberard98/386/orig 2025-08-26T20:05:25.1066450Z * [new branch] gh/davidberard98/391/base -> origin/gh/davidberard98/391/base 2025-08-26T20:05:25.1066590Z * [new branch] gh/davidberard98/391/head -> origin/gh/davidberard98/391/head 2025-08-26T20:05:25.1066742Z * [new branch] gh/davidberard98/391/orig -> origin/gh/davidberard98/391/orig 2025-08-26T20:05:25.1066878Z * [new branch] gh/davidberard98/392/base -> origin/gh/davidberard98/392/base 2025-08-26T20:05:25.1067019Z * [new branch] gh/davidberard98/392/head -> origin/gh/davidberard98/392/head 2025-08-26T20:05:25.1067152Z * [new branch] gh/davidberard98/392/orig -> origin/gh/davidberard98/392/orig 2025-08-26T20:05:25.1067284Z * [new branch] gh/davidberard98/393/base -> origin/gh/davidberard98/393/base 2025-08-26T20:05:25.1067418Z * [new branch] gh/davidberard98/393/head -> origin/gh/davidberard98/393/head 2025-08-26T20:05:25.1067550Z * [new branch] gh/davidberard98/393/orig -> origin/gh/davidberard98/393/orig 2025-08-26T20:05:25.1067690Z * [new branch] gh/davidberard98/394/base -> origin/gh/davidberard98/394/base 2025-08-26T20:05:25.1067829Z * [new branch] gh/davidberard98/394/head -> origin/gh/davidberard98/394/head 2025-08-26T20:05:25.1067969Z * [new branch] gh/davidberard98/394/orig -> origin/gh/davidberard98/394/orig 2025-08-26T20:05:25.1068129Z * [new branch] gh/davidberard98/395/base -> origin/gh/davidberard98/395/base 2025-08-26T20:05:25.1068274Z * [new branch] gh/davidberard98/395/head -> origin/gh/davidberard98/395/head 2025-08-26T20:05:25.1068410Z * [new branch] gh/davidberard98/395/orig -> origin/gh/davidberard98/395/orig 2025-08-26T20:05:25.1068540Z * [new branch] gh/davidberard98/396/base -> origin/gh/davidberard98/396/base 2025-08-26T20:05:25.1068671Z * [new branch] gh/davidberard98/396/head -> origin/gh/davidberard98/396/head 2025-08-26T20:05:25.1068969Z * [new branch] gh/davidberard98/396/orig -> origin/gh/davidberard98/396/orig 2025-08-26T20:05:25.1069114Z * [new branch] gh/davidberard98/397/base -> origin/gh/davidberard98/397/base 2025-08-26T20:05:25.1069253Z * [new branch] gh/davidberard98/397/head -> origin/gh/davidberard98/397/head 2025-08-26T20:05:25.1069392Z * [new branch] gh/davidberard98/397/orig -> origin/gh/davidberard98/397/orig 2025-08-26T20:05:25.1072784Z * [new branch] gh/davidberard98/398/base -> origin/gh/davidberard98/398/base 2025-08-26T20:05:25.1072978Z * [new branch] gh/davidberard98/398/head -> origin/gh/davidberard98/398/head 2025-08-26T20:05:25.1073124Z * [new branch] gh/davidberard98/398/orig -> origin/gh/davidberard98/398/orig 2025-08-26T20:05:25.1073270Z * [new branch] gh/davidberard98/399/base -> origin/gh/davidberard98/399/base 2025-08-26T20:05:25.1073416Z * [new branch] gh/davidberard98/399/head -> origin/gh/davidberard98/399/head 2025-08-26T20:05:25.1073558Z * [new branch] gh/davidberard98/399/orig -> origin/gh/davidberard98/399/orig 2025-08-26T20:05:25.1073785Z * [new branch] gh/davidberard98/400/base -> origin/gh/davidberard98/400/base 2025-08-26T20:05:25.1073932Z * [new branch] gh/davidberard98/400/head -> origin/gh/davidberard98/400/head 2025-08-26T20:05:25.1074080Z * [new branch] gh/davidberard98/400/orig -> origin/gh/davidberard98/400/orig 2025-08-26T20:05:25.1074225Z * [new branch] gh/davidberard98/401/base -> origin/gh/davidberard98/401/base 2025-08-26T20:05:25.1074369Z * [new branch] gh/davidberard98/401/head -> origin/gh/davidberard98/401/head 2025-08-26T20:05:25.1074509Z * [new branch] gh/davidberard98/401/orig -> origin/gh/davidberard98/401/orig 2025-08-26T20:05:25.1074651Z * [new branch] gh/davidberard98/402/base -> origin/gh/davidberard98/402/base 2025-08-26T20:05:25.1074805Z * [new branch] gh/davidberard98/402/head -> origin/gh/davidberard98/402/head 2025-08-26T20:05:25.1074954Z * [new branch] gh/davidberard98/402/orig -> origin/gh/davidberard98/402/orig 2025-08-26T20:05:25.1075093Z * [new branch] gh/desertfire/589/base -> origin/gh/desertfire/589/base 2025-08-26T20:05:25.1075232Z * [new branch] gh/desertfire/589/head -> origin/gh/desertfire/589/head 2025-08-26T20:05:25.1075376Z * [new branch] gh/desertfire/589/orig -> origin/gh/desertfire/589/orig 2025-08-26T20:05:25.1075509Z * [new branch] gh/desertfire/591/base -> origin/gh/desertfire/591/base 2025-08-26T20:05:25.1075647Z * [new branch] gh/desertfire/591/head -> origin/gh/desertfire/591/head 2025-08-26T20:05:25.1075782Z * [new branch] gh/desertfire/591/orig -> origin/gh/desertfire/591/orig 2025-08-26T20:05:25.1075915Z * [new branch] gh/desertfire/592/base -> origin/gh/desertfire/592/base 2025-08-26T20:05:25.1076056Z * [new branch] gh/desertfire/592/head -> origin/gh/desertfire/592/head 2025-08-26T20:05:25.1076194Z * [new branch] gh/desertfire/592/orig -> origin/gh/desertfire/592/orig 2025-08-26T20:05:25.1076324Z * [new branch] gh/desertfire/593/base -> origin/gh/desertfire/593/base 2025-08-26T20:05:25.1076467Z * [new branch] gh/desertfire/593/head -> origin/gh/desertfire/593/head 2025-08-26T20:05:25.1076602Z * [new branch] gh/desertfire/593/orig -> origin/gh/desertfire/593/orig 2025-08-26T20:05:25.1076736Z * [new branch] gh/desertfire/594/base -> origin/gh/desertfire/594/base 2025-08-26T20:05:25.1076877Z * [new branch] gh/desertfire/594/head -> origin/gh/desertfire/594/head 2025-08-26T20:05:25.1077011Z * [new branch] gh/desertfire/594/orig -> origin/gh/desertfire/594/orig 2025-08-26T20:05:25.1077152Z * [new branch] gh/desertfire/595/base -> origin/gh/desertfire/595/base 2025-08-26T20:05:25.1077288Z * [new branch] gh/desertfire/595/head -> origin/gh/desertfire/595/head 2025-08-26T20:05:25.1080422Z * [new branch] gh/desertfire/595/orig -> origin/gh/desertfire/595/orig 2025-08-26T20:05:25.1080618Z * [new branch] gh/desertfire/596/base -> origin/gh/desertfire/596/base 2025-08-26T20:05:25.1080895Z * [new branch] gh/desertfire/596/head -> origin/gh/desertfire/596/head 2025-08-26T20:05:25.1081033Z * [new branch] gh/desertfire/596/orig -> origin/gh/desertfire/596/orig 2025-08-26T20:05:25.1081162Z * [new branch] gh/desertfire/597/base -> origin/gh/desertfire/597/base 2025-08-26T20:05:25.1081288Z * [new branch] gh/desertfire/597/head -> origin/gh/desertfire/597/head 2025-08-26T20:05:25.1081420Z * [new branch] gh/desertfire/597/orig -> origin/gh/desertfire/597/orig 2025-08-26T20:05:25.1081547Z * [new branch] gh/dharakk/1/base -> origin/gh/dharakk/1/base 2025-08-26T20:05:25.1081786Z * [new branch] gh/dharakk/1/head -> origin/gh/dharakk/1/head 2025-08-26T20:05:25.1081913Z * [new branch] gh/dharakk/4/base -> origin/gh/dharakk/4/base 2025-08-26T20:05:25.1082027Z * [new branch] gh/dharakk/4/head -> origin/gh/dharakk/4/head 2025-08-26T20:05:25.1082153Z * [new branch] gh/dharakk/4/orig -> origin/gh/dharakk/4/orig 2025-08-26T20:05:25.1082286Z * [new branch] gh/drisspg/149/base -> origin/gh/drisspg/149/base 2025-08-26T20:05:25.1082415Z * [new branch] gh/drisspg/149/head -> origin/gh/drisspg/149/head 2025-08-26T20:05:25.1082540Z * [new branch] gh/drisspg/149/orig -> origin/gh/drisspg/149/orig 2025-08-26T20:05:25.1082660Z * [new branch] gh/drisspg/150/base -> origin/gh/drisspg/150/base 2025-08-26T20:05:25.1082781Z * [new branch] gh/drisspg/150/head -> origin/gh/drisspg/150/head 2025-08-26T20:05:25.1082910Z * [new branch] gh/drisspg/150/orig -> origin/gh/drisspg/150/orig 2025-08-26T20:05:25.1083031Z * [new branch] gh/drisspg/151/base -> origin/gh/drisspg/151/base 2025-08-26T20:05:25.1083164Z * [new branch] gh/drisspg/151/head -> origin/gh/drisspg/151/head 2025-08-26T20:05:25.1083279Z * [new branch] gh/drisspg/151/orig -> origin/gh/drisspg/151/orig 2025-08-26T20:05:25.1083400Z * [new branch] gh/drisspg/159/base -> origin/gh/drisspg/159/base 2025-08-26T20:05:25.1083521Z * [new branch] gh/drisspg/159/head -> origin/gh/drisspg/159/head 2025-08-26T20:05:25.1083641Z * [new branch] gh/drisspg/159/orig -> origin/gh/drisspg/159/orig 2025-08-26T20:05:25.1083761Z * [new branch] gh/drisspg/166/base -> origin/gh/drisspg/166/base 2025-08-26T20:05:25.1083885Z * [new branch] gh/drisspg/166/head -> origin/gh/drisspg/166/head 2025-08-26T20:05:25.1084012Z * [new branch] gh/drisspg/166/orig -> origin/gh/drisspg/166/orig 2025-08-26T20:05:25.1084148Z * [new branch] gh/drisspg/170/base -> origin/gh/drisspg/170/base 2025-08-26T20:05:25.1084271Z * [new branch] gh/drisspg/170/head -> origin/gh/drisspg/170/head 2025-08-26T20:05:25.1084402Z * [new branch] gh/drisspg/170/orig -> origin/gh/drisspg/170/orig 2025-08-26T20:05:25.1084529Z * [new branch] gh/drisspg/172/base -> origin/gh/drisspg/172/base 2025-08-26T20:05:25.1084648Z * [new branch] gh/drisspg/172/head -> origin/gh/drisspg/172/head 2025-08-26T20:05:25.1084770Z * [new branch] gh/drisspg/172/orig -> origin/gh/drisspg/172/orig 2025-08-26T20:05:25.1084896Z * [new branch] gh/drisspg/173/base -> origin/gh/drisspg/173/base 2025-08-26T20:05:25.1085012Z * [new branch] gh/drisspg/173/head -> origin/gh/drisspg/173/head 2025-08-26T20:05:25.1085134Z * [new branch] gh/drisspg/173/orig -> origin/gh/drisspg/173/orig 2025-08-26T20:05:25.1085263Z * [new branch] gh/drisspg/175/base -> origin/gh/drisspg/175/base 2025-08-26T20:05:25.1085464Z * [new branch] gh/drisspg/175/head -> origin/gh/drisspg/175/head 2025-08-26T20:05:25.1085588Z * [new branch] gh/drisspg/175/orig -> origin/gh/drisspg/175/orig 2025-08-26T20:05:25.1085716Z * [new branch] gh/drisspg/176/base -> origin/gh/drisspg/176/base 2025-08-26T20:05:25.1085843Z * [new branch] gh/drisspg/176/head -> origin/gh/drisspg/176/head 2025-08-26T20:05:25.1085973Z * [new branch] gh/drisspg/176/orig -> origin/gh/drisspg/176/orig 2025-08-26T20:05:25.1089090Z * [new branch] gh/drisspg/177/base -> origin/gh/drisspg/177/base 2025-08-26T20:05:25.1089277Z * [new branch] gh/drisspg/177/head -> origin/gh/drisspg/177/head 2025-08-26T20:05:25.1089501Z * [new branch] gh/drisspg/177/orig -> origin/gh/drisspg/177/orig 2025-08-26T20:05:25.1089633Z * [new branch] gh/drisspg/178/base -> origin/gh/drisspg/178/base 2025-08-26T20:05:25.1089876Z * [new branch] gh/drisspg/178/head -> origin/gh/drisspg/178/head 2025-08-26T20:05:25.1090001Z * [new branch] gh/drisspg/178/orig -> origin/gh/drisspg/178/orig 2025-08-26T20:05:25.1090130Z * [new branch] gh/drisspg/179/base -> origin/gh/drisspg/179/base 2025-08-26T20:05:25.1090259Z * [new branch] gh/drisspg/179/head -> origin/gh/drisspg/179/head 2025-08-26T20:05:25.1090385Z * [new branch] gh/drisspg/179/orig -> origin/gh/drisspg/179/orig 2025-08-26T20:05:25.1090513Z * [new branch] gh/drisspg/180/base -> origin/gh/drisspg/180/base 2025-08-26T20:05:25.1090647Z * [new branch] gh/drisspg/180/head -> origin/gh/drisspg/180/head 2025-08-26T20:05:25.1090772Z * [new branch] gh/drisspg/180/orig -> origin/gh/drisspg/180/orig 2025-08-26T20:05:25.1090900Z * [new branch] gh/drisspg/181/base -> origin/gh/drisspg/181/base 2025-08-26T20:05:25.1091029Z * [new branch] gh/drisspg/181/head -> origin/gh/drisspg/181/head 2025-08-26T20:05:25.1091151Z * [new branch] gh/drisspg/181/orig -> origin/gh/drisspg/181/orig 2025-08-26T20:05:25.1091269Z * [new branch] gh/drisspg/182/base -> origin/gh/drisspg/182/base 2025-08-26T20:05:25.1091390Z * [new branch] gh/drisspg/182/head -> origin/gh/drisspg/182/head 2025-08-26T20:05:25.1091512Z * [new branch] gh/drisspg/183/base -> origin/gh/drisspg/183/base 2025-08-26T20:05:25.1091632Z * [new branch] gh/drisspg/183/head -> origin/gh/drisspg/183/head 2025-08-26T20:05:25.1091757Z * [new branch] gh/drisspg/184/base -> origin/gh/drisspg/184/base 2025-08-26T20:05:25.1091877Z * [new branch] gh/drisspg/184/head -> origin/gh/drisspg/184/head 2025-08-26T20:05:25.1091996Z * [new branch] gh/drisspg/185/base -> origin/gh/drisspg/185/base 2025-08-26T20:05:25.1092128Z * [new branch] gh/drisspg/185/head -> origin/gh/drisspg/185/head 2025-08-26T20:05:25.1092255Z * [new branch] gh/drisspg/186/base -> origin/gh/drisspg/186/base 2025-08-26T20:05:25.1092377Z * [new branch] gh/drisspg/186/head -> origin/gh/drisspg/186/head 2025-08-26T20:05:25.1092501Z * [new branch] gh/drisspg/186/orig -> origin/gh/drisspg/186/orig 2025-08-26T20:05:25.1092631Z * [new branch] gh/drisspg/187/base -> origin/gh/drisspg/187/base 2025-08-26T20:05:25.1092752Z * [new branch] gh/drisspg/187/head -> origin/gh/drisspg/187/head 2025-08-26T20:05:25.1092880Z * [new branch] gh/drisspg/187/orig -> origin/gh/drisspg/187/orig 2025-08-26T20:05:25.1093007Z * [new branch] gh/drisspg/188/base -> origin/gh/drisspg/188/base 2025-08-26T20:05:25.1093252Z * [new branch] gh/drisspg/188/head -> origin/gh/drisspg/188/head 2025-08-26T20:05:25.1093389Z * [new branch] gh/drisspg/188/orig -> origin/gh/drisspg/188/orig 2025-08-26T20:05:25.1093510Z * [new branch] gh/drisspg/189/base -> origin/gh/drisspg/189/base 2025-08-26T20:05:25.1093643Z * [new branch] gh/drisspg/189/head -> origin/gh/drisspg/189/head 2025-08-26T20:05:25.1093766Z * [new branch] gh/drisspg/189/orig -> origin/gh/drisspg/189/orig 2025-08-26T20:05:25.1093898Z * [new branch] gh/dsjohns2/1/base -> origin/gh/dsjohns2/1/base 2025-08-26T20:05:25.1094026Z * [new branch] gh/dsjohns2/1/head -> origin/gh/dsjohns2/1/head 2025-08-26T20:05:25.1094221Z * [new branch] gh/eellison/784/base -> origin/gh/eellison/784/base 2025-08-26T20:05:25.1094354Z * [new branch] gh/eellison/784/head -> origin/gh/eellison/784/head 2025-08-26T20:05:25.1094490Z * [new branch] gh/eellison/784/orig -> origin/gh/eellison/784/orig 2025-08-26T20:05:25.1094623Z * [new branch] gh/eellison/785/base -> origin/gh/eellison/785/base 2025-08-26T20:05:25.1094749Z * [new branch] gh/eellison/785/head -> origin/gh/eellison/785/head 2025-08-26T20:05:25.1094880Z * [new branch] gh/eellison/785/orig -> origin/gh/eellison/785/orig 2025-08-26T20:05:25.1095010Z * [new branch] gh/eellison/789/base -> origin/gh/eellison/789/base 2025-08-26T20:05:25.1097982Z * [new branch] gh/eellison/789/head -> origin/gh/eellison/789/head 2025-08-26T20:05:25.1098164Z * [new branch] gh/eellison/789/orig -> origin/gh/eellison/789/orig 2025-08-26T20:05:25.1098310Z * [new branch] gh/eellison/800/base -> origin/gh/eellison/800/base 2025-08-26T20:05:25.1098439Z * [new branch] gh/eellison/800/head -> origin/gh/eellison/800/head 2025-08-26T20:05:25.1098573Z * [new branch] gh/eellison/800/orig -> origin/gh/eellison/800/orig 2025-08-26T20:05:25.1098699Z * [new branch] gh/eellison/801/base -> origin/gh/eellison/801/base 2025-08-26T20:05:25.1098817Z * [new branch] gh/eellison/801/head -> origin/gh/eellison/801/head 2025-08-26T20:05:25.1098937Z * [new branch] gh/eellison/801/orig -> origin/gh/eellison/801/orig 2025-08-26T20:05:25.1099058Z * [new branch] gh/eellison/802/base -> origin/gh/eellison/802/base 2025-08-26T20:05:25.1099184Z * [new branch] gh/eellison/802/head -> origin/gh/eellison/802/head 2025-08-26T20:05:25.1099309Z * [new branch] gh/eellison/802/orig -> origin/gh/eellison/802/orig 2025-08-26T20:05:25.1099436Z * [new branch] gh/eellison/805/base -> origin/gh/eellison/805/base 2025-08-26T20:05:25.1099558Z * [new branch] gh/eellison/805/head -> origin/gh/eellison/805/head 2025-08-26T20:05:25.1099801Z * [new branch] gh/eellison/805/orig -> origin/gh/eellison/805/orig 2025-08-26T20:05:25.1099923Z * [new branch] gh/eellison/808/base -> origin/gh/eellison/808/base 2025-08-26T20:05:25.1100048Z * [new branch] gh/eellison/808/head -> origin/gh/eellison/808/head 2025-08-26T20:05:25.1100172Z * [new branch] gh/eellison/808/orig -> origin/gh/eellison/808/orig 2025-08-26T20:05:25.1100295Z * [new branch] gh/eellison/809/base -> origin/gh/eellison/809/base 2025-08-26T20:05:25.1100419Z * [new branch] gh/eellison/809/head -> origin/gh/eellison/809/head 2025-08-26T20:05:25.1100551Z * [new branch] gh/eellison/809/orig -> origin/gh/eellison/809/orig 2025-08-26T20:05:25.1100676Z * [new branch] gh/eellison/810/base -> origin/gh/eellison/810/base 2025-08-26T20:05:25.1100933Z * [new branch] gh/eellison/810/head -> origin/gh/eellison/810/head 2025-08-26T20:05:25.1101060Z * [new branch] gh/eellison/810/orig -> origin/gh/eellison/810/orig 2025-08-26T20:05:25.1104638Z * [new branch] gh/eellison/811/base -> origin/gh/eellison/811/base 2025-08-26T20:05:25.1104833Z * [new branch] gh/eellison/811/head -> origin/gh/eellison/811/head 2025-08-26T20:05:25.1104973Z * [new branch] gh/eellison/811/orig -> origin/gh/eellison/811/orig 2025-08-26T20:05:25.1105105Z * [new branch] gh/eellison/812/base -> origin/gh/eellison/812/base 2025-08-26T20:05:25.1105232Z * [new branch] gh/eellison/812/head -> origin/gh/eellison/812/head 2025-08-26T20:05:25.1105522Z * [new branch] gh/eellison/812/orig -> origin/gh/eellison/812/orig 2025-08-26T20:05:25.1105660Z * [new branch] gh/eellison/813/base -> origin/gh/eellison/813/base 2025-08-26T20:05:25.1105793Z * [new branch] gh/eellison/813/head -> origin/gh/eellison/813/head 2025-08-26T20:05:25.1105921Z * [new branch] gh/eellison/813/orig -> origin/gh/eellison/813/orig 2025-08-26T20:05:25.1106051Z * [new branch] gh/eellison/814/base -> origin/gh/eellison/814/base 2025-08-26T20:05:25.1106179Z * [new branch] gh/eellison/814/head -> origin/gh/eellison/814/head 2025-08-26T20:05:25.1106309Z * [new branch] gh/eellison/814/orig -> origin/gh/eellison/814/orig 2025-08-26T20:05:25.1106437Z * [new branch] gh/eellison/815/base -> origin/gh/eellison/815/base 2025-08-26T20:05:25.1106568Z * [new branch] gh/eellison/815/head -> origin/gh/eellison/815/head 2025-08-26T20:05:25.1106701Z * [new branch] gh/eellison/815/orig -> origin/gh/eellison/815/orig 2025-08-26T20:05:25.1106827Z * [new branch] gh/eellison/816/base -> origin/gh/eellison/816/base 2025-08-26T20:05:25.1106956Z * [new branch] gh/eellison/816/head -> origin/gh/eellison/816/head 2025-08-26T20:05:25.1107085Z * [new branch] gh/eellison/816/orig -> origin/gh/eellison/816/orig 2025-08-26T20:05:25.1107213Z * [new branch] gh/eellison/817/base -> origin/gh/eellison/817/base 2025-08-26T20:05:25.1107341Z * [new branch] gh/eellison/817/head -> origin/gh/eellison/817/head 2025-08-26T20:05:25.1107465Z * [new branch] gh/eellison/817/orig -> origin/gh/eellison/817/orig 2025-08-26T20:05:25.1107595Z * [new branch] gh/eellison/818/base -> origin/gh/eellison/818/base 2025-08-26T20:05:25.1107727Z * [new branch] gh/eellison/818/head -> origin/gh/eellison/818/head 2025-08-26T20:05:25.1111279Z * [new branch] gh/eellison/818/orig -> origin/gh/eellison/818/orig 2025-08-26T20:05:25.1111488Z * [new branch] gh/eellison/819/base -> origin/gh/eellison/819/base 2025-08-26T20:05:25.1111644Z * [new branch] gh/eellison/819/head -> origin/gh/eellison/819/head 2025-08-26T20:05:25.1111768Z * [new branch] gh/eellison/819/orig -> origin/gh/eellison/819/orig 2025-08-26T20:05:25.1111904Z * [new branch] gh/eellison/820/base -> origin/gh/eellison/820/base 2025-08-26T20:05:25.1112032Z * [new branch] gh/eellison/820/head -> origin/gh/eellison/820/head 2025-08-26T20:05:25.1112157Z * [new branch] gh/eellison/820/orig -> origin/gh/eellison/820/orig 2025-08-26T20:05:25.1112287Z * [new branch] gh/eellison/821/base -> origin/gh/eellison/821/base 2025-08-26T20:05:25.1112422Z * [new branch] gh/eellison/821/head -> origin/gh/eellison/821/head 2025-08-26T20:05:25.1112548Z * [new branch] gh/eellison/821/orig -> origin/gh/eellison/821/orig 2025-08-26T20:05:25.1112810Z * [new branch] gh/eellison/822/base -> origin/gh/eellison/822/base 2025-08-26T20:05:25.1112940Z * [new branch] gh/eellison/822/head -> origin/gh/eellison/822/head 2025-08-26T20:05:25.1113062Z * [new branch] gh/eellison/822/orig -> origin/gh/eellison/822/orig 2025-08-26T20:05:25.1113182Z * [new branch] gh/etaf/132/base -> origin/gh/etaf/132/base 2025-08-26T20:05:25.1113303Z * [new branch] gh/etaf/132/head -> origin/gh/etaf/132/head 2025-08-26T20:05:25.1113421Z * [new branch] gh/etaf/132/orig -> origin/gh/etaf/132/orig 2025-08-26T20:05:25.1113534Z * [new branch] gh/etaf/138/base -> origin/gh/etaf/138/base 2025-08-26T20:05:25.1113726Z * [new branch] gh/etaf/138/head -> origin/gh/etaf/138/head 2025-08-26T20:05:25.1113841Z * [new branch] gh/etaf/138/orig -> origin/gh/etaf/138/orig 2025-08-26T20:05:25.1113955Z * [new branch] gh/etaf/140/base -> origin/gh/etaf/140/base 2025-08-26T20:05:25.1114069Z * [new branch] gh/etaf/140/head -> origin/gh/etaf/140/head 2025-08-26T20:05:25.1114185Z * [new branch] gh/etaf/140/orig -> origin/gh/etaf/140/orig 2025-08-26T20:05:25.1114300Z * [new branch] gh/etaf/143/base -> origin/gh/etaf/143/base 2025-08-26T20:05:25.1114419Z * [new branch] gh/etaf/143/head -> origin/gh/etaf/143/head 2025-08-26T20:05:25.1114530Z * [new branch] gh/etaf/143/orig -> origin/gh/etaf/143/orig 2025-08-26T20:05:25.1114645Z * [new branch] gh/etaf/147/base -> origin/gh/etaf/147/base 2025-08-26T20:05:25.1114770Z * [new branch] gh/etaf/147/head -> origin/gh/etaf/147/head 2025-08-26T20:05:25.1114880Z * [new branch] gh/etaf/149/base -> origin/gh/etaf/149/base 2025-08-26T20:05:25.1114995Z * [new branch] gh/etaf/149/head -> origin/gh/etaf/149/head 2025-08-26T20:05:25.1115114Z * [new branch] gh/etaf/149/orig -> origin/gh/etaf/149/orig 2025-08-26T20:05:25.1115227Z * [new branch] gh/etaf/150/base -> origin/gh/etaf/150/base 2025-08-26T20:05:25.1115344Z * [new branch] gh/etaf/150/head -> origin/gh/etaf/150/head 2025-08-26T20:05:25.1115460Z * [new branch] gh/etaf/150/orig -> origin/gh/etaf/150/orig 2025-08-26T20:05:25.1115576Z * [new branch] gh/etaf/151/base -> origin/gh/etaf/151/base 2025-08-26T20:05:25.1115687Z * [new branch] gh/etaf/151/head -> origin/gh/etaf/151/head 2025-08-26T20:05:25.1115809Z * [new branch] gh/etaf/151/orig -> origin/gh/etaf/151/orig 2025-08-26T20:05:25.1115927Z * [new branch] gh/etaf/152/base -> origin/gh/etaf/152/base 2025-08-26T20:05:25.1118912Z * [new branch] gh/etaf/152/head -> origin/gh/etaf/152/head 2025-08-26T20:05:25.1119099Z * [new branch] gh/etaf/152/orig -> origin/gh/etaf/152/orig 2025-08-26T20:05:25.1119218Z * [new branch] gh/etaf/153/base -> origin/gh/etaf/153/base 2025-08-26T20:05:25.1119346Z * [new branch] gh/etaf/153/head -> origin/gh/etaf/153/head 2025-08-26T20:05:25.1119458Z * [new branch] gh/etaf/153/orig -> origin/gh/etaf/153/orig 2025-08-26T20:05:25.1119565Z * [new branch] gh/etaf/154/base -> origin/gh/etaf/154/base 2025-08-26T20:05:25.1119782Z * [new branch] gh/etaf/154/head -> origin/gh/etaf/154/head 2025-08-26T20:05:25.1119896Z * [new branch] gh/etaf/154/orig -> origin/gh/etaf/154/orig 2025-08-26T20:05:25.1120000Z * [new branch] gh/etaf/155/base -> origin/gh/etaf/155/base 2025-08-26T20:05:25.1120111Z * [new branch] gh/etaf/155/head -> origin/gh/etaf/155/head 2025-08-26T20:05:25.1120355Z * [new branch] gh/etaf/155/orig -> origin/gh/etaf/155/orig 2025-08-26T20:05:25.1120475Z * [new branch] gh/etaf/156/base -> origin/gh/etaf/156/base 2025-08-26T20:05:25.1120588Z * [new branch] gh/etaf/156/head -> origin/gh/etaf/156/head 2025-08-26T20:05:25.1120701Z * [new branch] gh/etaf/156/orig -> origin/gh/etaf/156/orig 2025-08-26T20:05:25.1120812Z * [new branch] gh/etaf/157/base -> origin/gh/etaf/157/base 2025-08-26T20:05:25.1120925Z * [new branch] gh/etaf/157/head -> origin/gh/etaf/157/head 2025-08-26T20:05:25.1121092Z * [new branch] gh/etaf/157/orig -> origin/gh/etaf/157/orig 2025-08-26T20:05:25.1121202Z * [new branch] gh/etaf/158/base -> origin/gh/etaf/158/base 2025-08-26T20:05:25.1121308Z * [new branch] gh/etaf/158/head -> origin/gh/etaf/158/head 2025-08-26T20:05:25.1121427Z * [new branch] gh/etaf/158/orig -> origin/gh/etaf/158/orig 2025-08-26T20:05:25.1121541Z * [new branch] gh/etaf/159/base -> origin/gh/etaf/159/base 2025-08-26T20:05:25.1121653Z * [new branch] gh/etaf/159/head -> origin/gh/etaf/159/head 2025-08-26T20:05:25.1121769Z * [new branch] gh/etaf/159/orig -> origin/gh/etaf/159/orig 2025-08-26T20:05:25.1121883Z * [new branch] gh/etaf/160/base -> origin/gh/etaf/160/base 2025-08-26T20:05:25.1124728Z * [new branch] gh/etaf/160/head -> origin/gh/etaf/160/head 2025-08-26T20:05:25.1124882Z * [new branch] gh/etaf/160/orig -> origin/gh/etaf/160/orig 2025-08-26T20:05:25.1124998Z * [new branch] gh/etaf/161/base -> origin/gh/etaf/161/base 2025-08-26T20:05:25.1125108Z * [new branch] gh/etaf/161/head -> origin/gh/etaf/161/head 2025-08-26T20:05:25.1125226Z * [new branch] gh/etaf/161/orig -> origin/gh/etaf/161/orig 2025-08-26T20:05:25.1125337Z * [new branch] gh/etaf/162/base -> origin/gh/etaf/162/base 2025-08-26T20:05:25.1125441Z * [new branch] gh/etaf/162/head -> origin/gh/etaf/162/head 2025-08-26T20:05:25.1125551Z * [new branch] gh/etaf/162/orig -> origin/gh/etaf/162/orig 2025-08-26T20:05:25.1125657Z * [new branch] gh/etaf/163/base -> origin/gh/etaf/163/base 2025-08-26T20:05:25.1125765Z * [new branch] gh/etaf/163/head -> origin/gh/etaf/163/head 2025-08-26T20:05:25.1125882Z * [new branch] gh/etaf/163/orig -> origin/gh/etaf/163/orig 2025-08-26T20:05:25.1125989Z * [new branch] gh/etaf/164/base -> origin/gh/etaf/164/base 2025-08-26T20:05:25.1126099Z * [new branch] gh/etaf/164/head -> origin/gh/etaf/164/head 2025-08-26T20:05:25.1126213Z * [new branch] gh/etaf/164/orig -> origin/gh/etaf/164/orig 2025-08-26T20:05:25.1126324Z * [new branch] gh/etaf/165/base -> origin/gh/etaf/165/base 2025-08-26T20:05:25.1126437Z * [new branch] gh/etaf/165/head -> origin/gh/etaf/165/head 2025-08-26T20:05:25.1126546Z * [new branch] gh/etaf/165/orig -> origin/gh/etaf/165/orig 2025-08-26T20:05:25.1126675Z * [new branch] gh/ezyang/2374/base -> origin/gh/ezyang/2374/base 2025-08-26T20:05:25.1126803Z * [new branch] gh/ezyang/2374/head -> origin/gh/ezyang/2374/head 2025-08-26T20:05:25.1126928Z * [new branch] gh/ezyang/2374/orig -> origin/gh/ezyang/2374/orig 2025-08-26T20:05:25.1127048Z * [new branch] gh/ezyang/2973/base -> origin/gh/ezyang/2973/base 2025-08-26T20:05:25.1127167Z * [new branch] gh/ezyang/2973/head -> origin/gh/ezyang/2973/head 2025-08-26T20:05:25.1127392Z * [new branch] gh/ezyang/2973/orig -> origin/gh/ezyang/2973/orig 2025-08-26T20:05:25.1127515Z * [new branch] gh/ezyang/2974/base -> origin/gh/ezyang/2974/base 2025-08-26T20:05:25.1130304Z * [new branch] gh/ezyang/2974/head -> origin/gh/ezyang/2974/head 2025-08-26T20:05:25.1130459Z * [new branch] gh/ezyang/2974/orig -> origin/gh/ezyang/2974/orig 2025-08-26T20:05:25.1130588Z * [new branch] gh/ezyang/3068/base -> origin/gh/ezyang/3068/base 2025-08-26T20:05:25.1130711Z * [new branch] gh/ezyang/3068/head -> origin/gh/ezyang/3068/head 2025-08-26T20:05:25.1130956Z * [new branch] gh/ezyang/3068/orig -> origin/gh/ezyang/3068/orig 2025-08-26T20:05:25.1131079Z * [new branch] gh/ezyang/3071/base -> origin/gh/ezyang/3071/base 2025-08-26T20:05:25.1131203Z * [new branch] gh/ezyang/3071/head -> origin/gh/ezyang/3071/head 2025-08-26T20:05:25.1131327Z * [new branch] gh/ezyang/3071/orig -> origin/gh/ezyang/3071/orig 2025-08-26T20:05:25.1131451Z * [new branch] gh/ezyang/3074/base -> origin/gh/ezyang/3074/base 2025-08-26T20:05:25.1131573Z * [new branch] gh/ezyang/3074/head -> origin/gh/ezyang/3074/head 2025-08-26T20:05:25.1131697Z * [new branch] gh/ezyang/3074/orig -> origin/gh/ezyang/3074/orig 2025-08-26T20:05:25.1131816Z * [new branch] gh/ezyang/3088/base -> origin/gh/ezyang/3088/base 2025-08-26T20:05:25.1131941Z * [new branch] gh/ezyang/3088/head -> origin/gh/ezyang/3088/head 2025-08-26T20:05:25.1132067Z * [new branch] gh/ezyang/3088/orig -> origin/gh/ezyang/3088/orig 2025-08-26T20:05:25.1132188Z * [new branch] gh/ezyang/3092/base -> origin/gh/ezyang/3092/base 2025-08-26T20:05:25.1132317Z * [new branch] gh/ezyang/3092/head -> origin/gh/ezyang/3092/head 2025-08-26T20:05:25.1132440Z * [new branch] gh/ezyang/3092/orig -> origin/gh/ezyang/3092/orig 2025-08-26T20:05:25.1132563Z * [new branch] gh/ezyang/3103/base -> origin/gh/ezyang/3103/base 2025-08-26T20:05:25.1132683Z * [new branch] gh/ezyang/3103/head -> origin/gh/ezyang/3103/head 2025-08-26T20:05:25.1132805Z * [new branch] gh/ezyang/3103/orig -> origin/gh/ezyang/3103/orig 2025-08-26T20:05:25.1132927Z * [new branch] gh/ezyang/3105/base -> origin/gh/ezyang/3105/base 2025-08-26T20:05:25.1133042Z * [new branch] gh/ezyang/3105/head -> origin/gh/ezyang/3105/head 2025-08-26T20:05:25.1133162Z * [new branch] gh/ezyang/3105/orig -> origin/gh/ezyang/3105/orig 2025-08-26T20:05:25.1133278Z * [new branch] gh/ezyang/3114/base -> origin/gh/ezyang/3114/base 2025-08-26T20:05:25.1135920Z * [new branch] gh/ezyang/3114/head -> origin/gh/ezyang/3114/head 2025-08-26T20:05:25.1136081Z * [new branch] gh/ezyang/3114/orig -> origin/gh/ezyang/3114/orig 2025-08-26T20:05:25.1136199Z * [new branch] gh/ezyang/3116/base -> origin/gh/ezyang/3116/base 2025-08-26T20:05:25.1136315Z * [new branch] gh/ezyang/3116/head -> origin/gh/ezyang/3116/head 2025-08-26T20:05:25.1136405Z * [new branch] gh/ezyang/3116/orig -> origin/gh/ezyang/3116/orig 2025-08-26T20:05:25.1136478Z * [new branch] gh/ezyang/3117/base -> origin/gh/ezyang/3117/base 2025-08-26T20:05:25.1136550Z * [new branch] gh/ezyang/3117/head -> origin/gh/ezyang/3117/head 2025-08-26T20:05:25.1136626Z * [new branch] gh/ezyang/3117/orig -> origin/gh/ezyang/3117/orig 2025-08-26T20:05:25.1136699Z * [new branch] gh/ezyang/3118/base -> origin/gh/ezyang/3118/base 2025-08-26T20:05:25.1136902Z * [new branch] gh/ezyang/3118/head -> origin/gh/ezyang/3118/head 2025-08-26T20:05:25.1136974Z * [new branch] gh/ezyang/3118/orig -> origin/gh/ezyang/3118/orig 2025-08-26T20:05:25.1137045Z * [new branch] gh/ezyang/3119/base -> origin/gh/ezyang/3119/base 2025-08-26T20:05:25.1137117Z * [new branch] gh/ezyang/3119/head -> origin/gh/ezyang/3119/head 2025-08-26T20:05:25.1137188Z * [new branch] gh/ezyang/3119/orig -> origin/gh/ezyang/3119/orig 2025-08-26T20:05:25.1137259Z * [new branch] gh/ezyang/3120/base -> origin/gh/ezyang/3120/base 2025-08-26T20:05:25.1137331Z * [new branch] gh/ezyang/3120/head -> origin/gh/ezyang/3120/head 2025-08-26T20:05:25.1137447Z * [new branch] gh/ezyang/3120/orig -> origin/gh/ezyang/3120/orig 2025-08-26T20:05:25.1137518Z * [new branch] gh/ezyang/3121/base -> origin/gh/ezyang/3121/base 2025-08-26T20:05:25.1137594Z * [new branch] gh/ezyang/3121/head -> origin/gh/ezyang/3121/head 2025-08-26T20:05:25.1137665Z * [new branch] gh/ezyang/3121/orig -> origin/gh/ezyang/3121/orig 2025-08-26T20:05:25.1137736Z * [new branch] gh/ezyang/3122/base -> origin/gh/ezyang/3122/base 2025-08-26T20:05:25.1137808Z * [new branch] gh/ezyang/3122/head -> origin/gh/ezyang/3122/head 2025-08-26T20:05:25.1137879Z * [new branch] gh/ezyang/3122/orig -> origin/gh/ezyang/3122/orig 2025-08-26T20:05:25.1137950Z * [new branch] gh/ezyang/3123/base -> origin/gh/ezyang/3123/base 2025-08-26T20:05:25.1139632Z * [new branch] gh/ezyang/3123/head -> origin/gh/ezyang/3123/head 2025-08-26T20:05:25.1139812Z * [new branch] gh/ezyang/3123/orig -> origin/gh/ezyang/3123/orig 2025-08-26T20:05:25.1139884Z * [new branch] gh/ezyang/3124/base -> origin/gh/ezyang/3124/base 2025-08-26T20:05:25.1139962Z * [new branch] gh/ezyang/3124/head -> origin/gh/ezyang/3124/head 2025-08-26T20:05:25.1140033Z * [new branch] gh/ezyang/3124/orig -> origin/gh/ezyang/3124/orig 2025-08-26T20:05:25.1140104Z * [new branch] gh/ezyang/3125/base -> origin/gh/ezyang/3125/base 2025-08-26T20:05:25.1140176Z * [new branch] gh/ezyang/3125/head -> origin/gh/ezyang/3125/head 2025-08-26T20:05:25.1140247Z * [new branch] gh/ezyang/3125/orig -> origin/gh/ezyang/3125/orig 2025-08-26T20:05:25.1140317Z * [new branch] gh/ezyang/3126/base -> origin/gh/ezyang/3126/base 2025-08-26T20:05:25.1140392Z * [new branch] gh/ezyang/3126/head -> origin/gh/ezyang/3126/head 2025-08-26T20:05:25.1140465Z * [new branch] gh/ezyang/3126/orig -> origin/gh/ezyang/3126/orig 2025-08-26T20:05:25.1140536Z * [new branch] gh/ezyang/3127/base -> origin/gh/ezyang/3127/base 2025-08-26T20:05:25.1140608Z * [new branch] gh/ezyang/3127/head -> origin/gh/ezyang/3127/head 2025-08-26T20:05:25.1140679Z * [new branch] gh/ezyang/3127/orig -> origin/gh/ezyang/3127/orig 2025-08-26T20:05:25.1140750Z * [new branch] gh/ezyang/3128/base -> origin/gh/ezyang/3128/base 2025-08-26T20:05:25.1140820Z * [new branch] gh/ezyang/3128/head -> origin/gh/ezyang/3128/head 2025-08-26T20:05:25.1140892Z * [new branch] gh/ezyang/3128/orig -> origin/gh/ezyang/3128/orig 2025-08-26T20:05:25.1140963Z * [new branch] gh/ezyang/3129/base -> origin/gh/ezyang/3129/base 2025-08-26T20:05:25.1141035Z * [new branch] gh/ezyang/3129/head -> origin/gh/ezyang/3129/head 2025-08-26T20:05:25.1141106Z * [new branch] gh/ezyang/3129/orig -> origin/gh/ezyang/3129/orig 2025-08-26T20:05:25.1141261Z * [new branch] gh/ezyang/3130/base -> origin/gh/ezyang/3130/base 2025-08-26T20:05:25.1141332Z * [new branch] gh/ezyang/3130/head -> origin/gh/ezyang/3130/head 2025-08-26T20:05:25.1141403Z * [new branch] gh/ezyang/3130/orig -> origin/gh/ezyang/3130/orig 2025-08-26T20:05:25.1141474Z * [new branch] gh/ezyang/3131/base -> origin/gh/ezyang/3131/base 2025-08-26T20:05:25.1141545Z * [new branch] gh/ezyang/3131/head -> origin/gh/ezyang/3131/head 2025-08-26T20:05:25.1142998Z * [new branch] gh/ezyang/3131/orig -> origin/gh/ezyang/3131/orig 2025-08-26T20:05:25.1143074Z * [new branch] gh/ezyang/3132/base -> origin/gh/ezyang/3132/base 2025-08-26T20:05:25.1143215Z * [new branch] gh/ezyang/3132/head -> origin/gh/ezyang/3132/head 2025-08-26T20:05:25.1143288Z * [new branch] gh/ezyang/3132/orig -> origin/gh/ezyang/3132/orig 2025-08-26T20:05:25.1143363Z * [new branch] gh/ezyang/3133/base -> origin/gh/ezyang/3133/base 2025-08-26T20:05:25.1143435Z * [new branch] gh/ezyang/3133/head -> origin/gh/ezyang/3133/head 2025-08-26T20:05:25.1143507Z * [new branch] gh/ezyang/3133/orig -> origin/gh/ezyang/3133/orig 2025-08-26T20:05:25.1143578Z * [new branch] gh/ezyang/3134/base -> origin/gh/ezyang/3134/base 2025-08-26T20:05:25.1143648Z * [new branch] gh/ezyang/3134/head -> origin/gh/ezyang/3134/head 2025-08-26T20:05:25.1143719Z * [new branch] gh/ezyang/3134/orig -> origin/gh/ezyang/3134/orig 2025-08-26T20:05:25.1143790Z * [new branch] gh/ezyang/3135/base -> origin/gh/ezyang/3135/base 2025-08-26T20:05:25.1143862Z * [new branch] gh/ezyang/3135/head -> origin/gh/ezyang/3135/head 2025-08-26T20:05:25.1143934Z * [new branch] gh/ezyang/3135/orig -> origin/gh/ezyang/3135/orig 2025-08-26T20:05:25.1144006Z * [new branch] gh/ezyang/3136/base -> origin/gh/ezyang/3136/base 2025-08-26T20:05:25.1144078Z * [new branch] gh/ezyang/3136/head -> origin/gh/ezyang/3136/head 2025-08-26T20:05:25.1144148Z * [new branch] gh/ezyang/3136/orig -> origin/gh/ezyang/3136/orig 2025-08-26T20:05:25.1144223Z * [new branch] gh/ezyang/3137/base -> origin/gh/ezyang/3137/base 2025-08-26T20:05:25.1144335Z * [new branch] gh/ezyang/3137/head -> origin/gh/ezyang/3137/head 2025-08-26T20:05:25.1144448Z * [new branch] gh/ezyang/3137/orig -> origin/gh/ezyang/3137/orig 2025-08-26T20:05:25.1144565Z * [new branch] gh/fadara01/1/base -> origin/gh/fadara01/1/base 2025-08-26T20:05:25.1144682Z * [new branch] gh/fadara01/1/head -> origin/gh/fadara01/1/head 2025-08-26T20:05:25.1144793Z * [new branch] gh/fadara01/1/orig -> origin/gh/fadara01/1/orig 2025-08-26T20:05:25.1144910Z * [new branch] gh/fduwjj/169/base -> origin/gh/fduwjj/169/base 2025-08-26T20:05:25.1145026Z * [new branch] gh/fduwjj/169/head -> origin/gh/fduwjj/169/head 2025-08-26T20:05:25.1146920Z * [new branch] gh/fduwjj/169/orig -> origin/gh/fduwjj/169/orig 2025-08-26T20:05:25.1147016Z * [new branch] gh/fduwjj/171/base -> origin/gh/fduwjj/171/base 2025-08-26T20:05:25.1147087Z * [new branch] gh/fduwjj/171/head -> origin/gh/fduwjj/171/head 2025-08-26T20:05:25.1147158Z * [new branch] gh/fduwjj/171/orig -> origin/gh/fduwjj/171/orig 2025-08-26T20:05:25.1147233Z * [new branch] gh/fduwjj/175/base -> origin/gh/fduwjj/175/base 2025-08-26T20:05:25.1147303Z * [new branch] gh/fduwjj/175/head -> origin/gh/fduwjj/175/head 2025-08-26T20:05:25.1147374Z * [new branch] gh/fduwjj/175/orig -> origin/gh/fduwjj/175/orig 2025-08-26T20:05:25.1147511Z * [new branch] gh/fduwjj/176/base -> origin/gh/fduwjj/176/base 2025-08-26T20:05:25.1147582Z * [new branch] gh/fduwjj/176/head -> origin/gh/fduwjj/176/head 2025-08-26T20:05:25.1147652Z * [new branch] gh/fduwjj/176/orig -> origin/gh/fduwjj/176/orig 2025-08-26T20:05:25.1147722Z * [new branch] gh/fduwjj/177/base -> origin/gh/fduwjj/177/base 2025-08-26T20:05:25.1147792Z * [new branch] gh/fduwjj/177/head -> origin/gh/fduwjj/177/head 2025-08-26T20:05:25.1147862Z * [new branch] gh/fduwjj/177/orig -> origin/gh/fduwjj/177/orig 2025-08-26T20:05:25.1147977Z * [new branch] gh/fduwjj/178/base -> origin/gh/fduwjj/178/base 2025-08-26T20:05:25.1148046Z * [new branch] gh/fduwjj/178/head -> origin/gh/fduwjj/178/head 2025-08-26T20:05:25.1148116Z * [new branch] gh/fduwjj/178/orig -> origin/gh/fduwjj/178/orig 2025-08-26T20:05:25.1148189Z * [new branch] gh/fduwjj/179/base -> origin/gh/fduwjj/179/base 2025-08-26T20:05:25.1148259Z * [new branch] gh/fduwjj/179/head -> origin/gh/fduwjj/179/head 2025-08-26T20:05:25.1148330Z * [new branch] gh/fduwjj/179/orig -> origin/gh/fduwjj/179/orig 2025-08-26T20:05:25.1148400Z * [new branch] gh/fduwjj/180/base -> origin/gh/fduwjj/180/base 2025-08-26T20:05:25.1148471Z * [new branch] gh/fduwjj/180/head -> origin/gh/fduwjj/180/head 2025-08-26T20:05:25.1148541Z * [new branch] gh/fduwjj/180/orig -> origin/gh/fduwjj/180/orig 2025-08-26T20:05:25.1148612Z * [new branch] gh/fduwjj/181/base -> origin/gh/fduwjj/181/base 2025-08-26T20:05:25.1148683Z * [new branch] gh/fduwjj/181/head -> origin/gh/fduwjj/181/head 2025-08-26T20:05:25.1150339Z * [new branch] gh/fduwjj/181/orig -> origin/gh/fduwjj/181/orig 2025-08-26T20:05:25.1150427Z * [new branch] gh/fduwjj/182/base -> origin/gh/fduwjj/182/base 2025-08-26T20:05:25.1150500Z * [new branch] gh/fduwjj/182/head -> origin/gh/fduwjj/182/head 2025-08-26T20:05:25.1150570Z * [new branch] gh/fduwjj/182/orig -> origin/gh/fduwjj/182/orig 2025-08-26T20:05:25.1150639Z * [new branch] gh/fduwjj/183/base -> origin/gh/fduwjj/183/base 2025-08-26T20:05:25.1150710Z * [new branch] gh/fduwjj/183/head -> origin/gh/fduwjj/183/head 2025-08-26T20:05:25.1150781Z * [new branch] gh/fduwjj/183/orig -> origin/gh/fduwjj/183/orig 2025-08-26T20:05:25.1150856Z * [new branch] gh/fduwjj/184/base -> origin/gh/fduwjj/184/base 2025-08-26T20:05:25.1150927Z * [new branch] gh/fduwjj/184/head -> origin/gh/fduwjj/184/head 2025-08-26T20:05:25.1150997Z * [new branch] gh/fduwjj/184/orig -> origin/gh/fduwjj/184/orig 2025-08-26T20:05:25.1151069Z * [new branch] gh/fduwjj/185/base -> origin/gh/fduwjj/185/base 2025-08-26T20:05:25.1151140Z * [new branch] gh/fduwjj/185/head -> origin/gh/fduwjj/185/head 2025-08-26T20:05:25.1151210Z * [new branch] gh/fduwjj/185/orig -> origin/gh/fduwjj/185/orig 2025-08-26T20:05:25.1151279Z * [new branch] gh/fduwjj/186/base -> origin/gh/fduwjj/186/base 2025-08-26T20:05:25.1151349Z * [new branch] gh/fduwjj/186/head -> origin/gh/fduwjj/186/head 2025-08-26T20:05:25.1151420Z * [new branch] gh/fduwjj/186/orig -> origin/gh/fduwjj/186/orig 2025-08-26T20:05:25.1151492Z * [new branch] gh/fduwjj/187/base -> origin/gh/fduwjj/187/base 2025-08-26T20:05:25.1151562Z * [new branch] gh/fduwjj/187/head -> origin/gh/fduwjj/187/head 2025-08-26T20:05:25.1151707Z * [new branch] gh/fduwjj/187/orig -> origin/gh/fduwjj/187/orig 2025-08-26T20:05:25.1151777Z * [new branch] gh/fduwjj/188/base -> origin/gh/fduwjj/188/base 2025-08-26T20:05:25.1151849Z * [new branch] gh/fduwjj/188/head -> origin/gh/fduwjj/188/head 2025-08-26T20:05:25.1151920Z * [new branch] gh/fduwjj/188/orig -> origin/gh/fduwjj/188/orig 2025-08-26T20:05:25.1151990Z * [new branch] gh/fduwjj/189/base -> origin/gh/fduwjj/189/base 2025-08-26T20:05:25.1152061Z * [new branch] gh/fduwjj/189/head -> origin/gh/fduwjj/189/head 2025-08-26T20:05:25.1153421Z * [new branch] gh/fduwjj/189/orig -> origin/gh/fduwjj/189/orig 2025-08-26T20:05:25.1153622Z * [new branch] gh/fduwjj/190/base -> origin/gh/fduwjj/190/base 2025-08-26T20:05:25.1153733Z * [new branch] gh/fduwjj/190/head -> origin/gh/fduwjj/190/head 2025-08-26T20:05:25.1153850Z * [new branch] gh/fduwjj/190/orig -> origin/gh/fduwjj/190/orig 2025-08-26T20:05:25.1153960Z * [new branch] gh/fduwjj/191/base -> origin/gh/fduwjj/191/base 2025-08-26T20:05:25.1154074Z * [new branch] gh/fduwjj/191/head -> origin/gh/fduwjj/191/head 2025-08-26T20:05:25.1154192Z * [new branch] gh/fduwjj/191/orig -> origin/gh/fduwjj/191/orig 2025-08-26T20:05:25.1154307Z * [new branch] gh/fegin/306/base -> origin/gh/fegin/306/base 2025-08-26T20:05:25.1154423Z * [new branch] gh/fegin/306/head -> origin/gh/fegin/306/head 2025-08-26T20:05:25.1154536Z * [new branch] gh/fegin/306/orig -> origin/gh/fegin/306/orig 2025-08-26T20:05:25.1154657Z * [new branch] gh/fegin/307/base -> origin/gh/fegin/307/base 2025-08-26T20:05:25.1154773Z * [new branch] gh/fegin/307/head -> origin/gh/fegin/307/head 2025-08-26T20:05:25.1154891Z * [new branch] gh/fegin/307/orig -> origin/gh/fegin/307/orig 2025-08-26T20:05:25.1155005Z * [new branch] gh/fffrog/124/base -> origin/gh/fffrog/124/base 2025-08-26T20:05:25.1155121Z * [new branch] gh/fffrog/124/head -> origin/gh/fffrog/124/head 2025-08-26T20:05:25.1155242Z * [new branch] gh/fffrog/124/orig -> origin/gh/fffrog/124/orig 2025-08-26T20:05:25.1155361Z * [new branch] gh/fffrog/128/base -> origin/gh/fffrog/128/base 2025-08-26T20:05:25.1155481Z * [new branch] gh/fffrog/128/head -> origin/gh/fffrog/128/head 2025-08-26T20:05:25.1155603Z * [new branch] gh/fffrog/128/orig -> origin/gh/fffrog/128/orig 2025-08-26T20:05:25.1155725Z * [new branch] gh/fffrog/129/base -> origin/gh/fffrog/129/base 2025-08-26T20:05:25.1155843Z * [new branch] gh/fffrog/129/head -> origin/gh/fffrog/129/head 2025-08-26T20:05:25.1155968Z * [new branch] gh/fffrog/129/orig -> origin/gh/fffrog/129/orig 2025-08-26T20:05:25.1156088Z * [new branch] gh/fffrog/130/base -> origin/gh/fffrog/130/base 2025-08-26T20:05:25.1156204Z * [new branch] gh/fffrog/130/head -> origin/gh/fffrog/130/head 2025-08-26T20:05:25.1158547Z * [new branch] gh/fffrog/130/orig -> origin/gh/fffrog/130/orig 2025-08-26T20:05:25.1158694Z * [new branch] gh/fffrog/131/base -> origin/gh/fffrog/131/base 2025-08-26T20:05:25.1158816Z * [new branch] gh/fffrog/131/head -> origin/gh/fffrog/131/head 2025-08-26T20:05:25.1158937Z * [new branch] gh/fffrog/131/orig -> origin/gh/fffrog/131/orig 2025-08-26T20:05:25.1159062Z * [new branch] gh/fffrog/132/base -> origin/gh/fffrog/132/base 2025-08-26T20:05:25.1159175Z * [new branch] gh/fffrog/132/head -> origin/gh/fffrog/132/head 2025-08-26T20:05:25.1159400Z * [new branch] gh/fffrog/132/orig -> origin/gh/fffrog/132/orig 2025-08-26T20:05:25.1159516Z * [new branch] gh/fffrog/133/base -> origin/gh/fffrog/133/base 2025-08-26T20:05:25.1159644Z * [new branch] gh/fffrog/133/head -> origin/gh/fffrog/133/head 2025-08-26T20:05:25.1159881Z * [new branch] gh/fffrog/133/orig -> origin/gh/fffrog/133/orig 2025-08-26T20:05:25.1160005Z * [new branch] gh/fffrog/134/base -> origin/gh/fffrog/134/base 2025-08-26T20:05:25.1160128Z * [new branch] gh/fffrog/134/head -> origin/gh/fffrog/134/head 2025-08-26T20:05:25.1160261Z * [new branch] gh/fffrog/134/orig -> origin/gh/fffrog/134/orig 2025-08-26T20:05:25.1160470Z * [new branch] gh/fffrog/135/base -> origin/gh/fffrog/135/base 2025-08-26T20:05:25.1160583Z * [new branch] gh/fffrog/135/head -> origin/gh/fffrog/135/head 2025-08-26T20:05:25.1160700Z * [new branch] gh/fffrog/135/orig -> origin/gh/fffrog/135/orig 2025-08-26T20:05:25.1160812Z * [new branch] gh/fffrog/136/base -> origin/gh/fffrog/136/base 2025-08-26T20:05:25.1160928Z * [new branch] gh/fffrog/136/head -> origin/gh/fffrog/136/head 2025-08-26T20:05:25.1161041Z * [new branch] gh/fffrog/136/orig -> origin/gh/fffrog/136/orig 2025-08-26T20:05:25.1161155Z * [new branch] gh/fffrog/137/base -> origin/gh/fffrog/137/base 2025-08-26T20:05:25.1161245Z * [new branch] gh/fffrog/137/head -> origin/gh/fffrog/137/head 2025-08-26T20:05:25.1161317Z * [new branch] gh/fffrog/137/orig -> origin/gh/fffrog/137/orig 2025-08-26T20:05:25.1161393Z * [new branch] gh/fffrog/138/base -> origin/gh/fffrog/138/base 2025-08-26T20:05:25.1161463Z * [new branch] gh/fffrog/138/head -> origin/gh/fffrog/138/head 2025-08-26T20:05:25.1161536Z * [new branch] gh/fffrog/138/orig -> origin/gh/fffrog/138/orig 2025-08-26T20:05:25.1163277Z * [new branch] gh/fffrog/139/base -> origin/gh/fffrog/139/base 2025-08-26T20:05:25.1163349Z * [new branch] gh/fffrog/139/head -> origin/gh/fffrog/139/head 2025-08-26T20:05:25.1163420Z * [new branch] gh/fffrog/139/orig -> origin/gh/fffrog/139/orig 2025-08-26T20:05:25.1163491Z * [new branch] gh/fffrog/140/base -> origin/gh/fffrog/140/base 2025-08-26T20:05:25.1163561Z * [new branch] gh/fffrog/140/head -> origin/gh/fffrog/140/head 2025-08-26T20:05:25.1163636Z * [new branch] gh/fffrog/140/orig -> origin/gh/fffrog/140/orig 2025-08-26T20:05:25.1163707Z * [new branch] gh/fffrog/141/base -> origin/gh/fffrog/141/base 2025-08-26T20:05:25.1163777Z * [new branch] gh/fffrog/141/head -> origin/gh/fffrog/141/head 2025-08-26T20:05:25.1163851Z * [new branch] gh/fffrog/141/orig -> origin/gh/fffrog/141/orig 2025-08-26T20:05:25.1163923Z * [new branch] gh/fffrog/142/base -> origin/gh/fffrog/142/base 2025-08-26T20:05:25.1163993Z * [new branch] gh/fffrog/142/head -> origin/gh/fffrog/142/head 2025-08-26T20:05:25.1164063Z * [new branch] gh/fffrog/142/orig -> origin/gh/fffrog/142/orig 2025-08-26T20:05:25.1164135Z * [new branch] gh/fffrog/143/base -> origin/gh/fffrog/143/base 2025-08-26T20:05:25.1164205Z * [new branch] gh/fffrog/143/head -> origin/gh/fffrog/143/head 2025-08-26T20:05:25.1164277Z * [new branch] gh/fffrog/143/orig -> origin/gh/fffrog/143/orig 2025-08-26T20:05:25.1164348Z * [new branch] gh/fffrog/144/base -> origin/gh/fffrog/144/base 2025-08-26T20:05:25.1164418Z * [new branch] gh/fffrog/144/head -> origin/gh/fffrog/144/head 2025-08-26T20:05:25.1164585Z * [new branch] gh/fffrog/144/orig -> origin/gh/fffrog/144/orig 2025-08-26T20:05:25.1164668Z * [new branch] gh/gmagogsfm/1/base -> origin/gh/gmagogsfm/1/base 2025-08-26T20:05:25.1164744Z * [new branch] gh/gmagogsfm/1/head -> origin/gh/gmagogsfm/1/head 2025-08-26T20:05:25.1164818Z * [new branch] gh/gmagogsfm/1/orig -> origin/gh/gmagogsfm/1/orig 2025-08-26T20:05:25.1164891Z * [new branch] gh/gmagogsfm/2/base -> origin/gh/gmagogsfm/2/base 2025-08-26T20:05:25.1164965Z * [new branch] gh/gmagogsfm/2/head -> origin/gh/gmagogsfm/2/head 2025-08-26T20:05:25.1165075Z * [new branch] gh/gmagogsfm/2/orig -> origin/gh/gmagogsfm/2/orig 2025-08-26T20:05:25.1166488Z * [new branch] gh/gmagogsfm/3/base -> origin/gh/gmagogsfm/3/base 2025-08-26T20:05:25.1166569Z * [new branch] gh/gmagogsfm/3/head -> origin/gh/gmagogsfm/3/head 2025-08-26T20:05:25.1166648Z * [new branch] gh/gmagogsfm/3/orig -> origin/gh/gmagogsfm/3/orig 2025-08-26T20:05:25.1166729Z * [new branch] gh/guangyey/130/base -> origin/gh/guangyey/130/base 2025-08-26T20:05:25.1166813Z * [new branch] gh/guangyey/130/head -> origin/gh/guangyey/130/head 2025-08-26T20:05:25.1166887Z * [new branch] gh/guangyey/130/orig -> origin/gh/guangyey/130/orig 2025-08-26T20:05:25.1166961Z * [new branch] gh/guangyey/133/base -> origin/gh/guangyey/133/base 2025-08-26T20:05:25.1167035Z * [new branch] gh/guangyey/133/head -> origin/gh/guangyey/133/head 2025-08-26T20:05:25.1167112Z * [new branch] gh/guangyey/133/orig -> origin/gh/guangyey/133/orig 2025-08-26T20:05:25.1167186Z * [new branch] gh/guangyey/134/base -> origin/gh/guangyey/134/base 2025-08-26T20:05:25.1167261Z * [new branch] gh/guangyey/134/head -> origin/gh/guangyey/134/head 2025-08-26T20:05:25.1167346Z * [new branch] gh/guangyey/134/orig -> origin/gh/guangyey/134/orig 2025-08-26T20:05:25.1167418Z * [new branch] gh/guangyey/135/base -> origin/gh/guangyey/135/base 2025-08-26T20:05:25.1167492Z * [new branch] gh/guangyey/135/head -> origin/gh/guangyey/135/head 2025-08-26T20:05:25.1167599Z * [new branch] gh/guangyey/135/orig -> origin/gh/guangyey/135/orig 2025-08-26T20:05:25.1167715Z * [new branch] gh/guangyey/139/base -> origin/gh/guangyey/139/base 2025-08-26T20:05:25.1167827Z * [new branch] gh/guangyey/139/head -> origin/gh/guangyey/139/head 2025-08-26T20:05:25.1167943Z * [new branch] gh/guangyey/139/orig -> origin/gh/guangyey/139/orig 2025-08-26T20:05:25.1168056Z * [new branch] gh/guangyey/140/base -> origin/gh/guangyey/140/base 2025-08-26T20:05:25.1168176Z * [new branch] gh/guangyey/140/head -> origin/gh/guangyey/140/head 2025-08-26T20:05:25.1168294Z * [new branch] gh/guangyey/140/orig -> origin/gh/guangyey/140/orig 2025-08-26T20:05:25.1168416Z * [new branch] gh/guangyey/142/base -> origin/gh/guangyey/142/base 2025-08-26T20:05:25.1168539Z * [new branch] gh/guangyey/142/head -> origin/gh/guangyey/142/head 2025-08-26T20:05:25.1168658Z * [new branch] gh/guangyey/142/orig -> origin/gh/guangyey/142/orig 2025-08-26T20:05:25.1170687Z * [new branch] gh/guangyey/145/base -> origin/gh/guangyey/145/base 2025-08-26T20:05:25.1170784Z * [new branch] gh/guangyey/145/head -> origin/gh/guangyey/145/head 2025-08-26T20:05:25.1170858Z * [new branch] gh/guangyey/145/orig -> origin/gh/guangyey/145/orig 2025-08-26T20:05:25.1170932Z * [new branch] gh/guangyey/153/base -> origin/gh/guangyey/153/base 2025-08-26T20:05:25.1171114Z * [new branch] gh/guangyey/153/head -> origin/gh/guangyey/153/head 2025-08-26T20:05:25.1171188Z * [new branch] gh/guangyey/153/orig -> origin/gh/guangyey/153/orig 2025-08-26T20:05:25.1171261Z * [new branch] gh/guangyey/158/base -> origin/gh/guangyey/158/base 2025-08-26T20:05:25.1171336Z * [new branch] gh/guangyey/158/head -> origin/gh/guangyey/158/head 2025-08-26T20:05:25.1171409Z * [new branch] gh/guangyey/158/orig -> origin/gh/guangyey/158/orig 2025-08-26T20:05:25.1171482Z * [new branch] gh/guangyey/159/base -> origin/gh/guangyey/159/base 2025-08-26T20:05:25.1171628Z * [new branch] gh/guangyey/159/head -> origin/gh/guangyey/159/head 2025-08-26T20:05:25.1171702Z * [new branch] gh/guangyey/159/orig -> origin/gh/guangyey/159/orig 2025-08-26T20:05:25.1171774Z * [new branch] gh/guangyey/163/base -> origin/gh/guangyey/163/base 2025-08-26T20:05:25.1171849Z * [new branch] gh/guangyey/163/head -> origin/gh/guangyey/163/head 2025-08-26T20:05:25.1171923Z * [new branch] gh/guangyey/163/orig -> origin/gh/guangyey/163/orig 2025-08-26T20:05:25.1171996Z * [new branch] gh/guangyey/165/base -> origin/gh/guangyey/165/base 2025-08-26T20:05:25.1172069Z * [new branch] gh/guangyey/165/head -> origin/gh/guangyey/165/head 2025-08-26T20:05:25.1172142Z * [new branch] gh/guangyey/165/orig -> origin/gh/guangyey/165/orig 2025-08-26T20:05:25.1172215Z * [new branch] gh/guangyey/168/base -> origin/gh/guangyey/168/base 2025-08-26T20:05:25.1172290Z * [new branch] gh/guangyey/168/head -> origin/gh/guangyey/168/head 2025-08-26T20:05:25.1172364Z * [new branch] gh/guangyey/168/orig -> origin/gh/guangyey/168/orig 2025-08-26T20:05:25.1172439Z * [new branch] gh/guangyey/169/base -> origin/gh/guangyey/169/base 2025-08-26T20:05:25.1172512Z * [new branch] gh/guangyey/169/head -> origin/gh/guangyey/169/head 2025-08-26T20:05:25.1172586Z * [new branch] gh/guangyey/169/orig -> origin/gh/guangyey/169/orig 2025-08-26T20:05:25.1174014Z * [new branch] gh/guangyey/170/base -> origin/gh/guangyey/170/base 2025-08-26T20:05:25.1174095Z * [new branch] gh/guangyey/170/head -> origin/gh/guangyey/170/head 2025-08-26T20:05:25.1174172Z * [new branch] gh/guangyey/170/orig -> origin/gh/guangyey/170/orig 2025-08-26T20:05:25.1174245Z * [new branch] gh/guangyey/171/base -> origin/gh/guangyey/171/base 2025-08-26T20:05:25.1174322Z * [new branch] gh/guangyey/171/head -> origin/gh/guangyey/171/head 2025-08-26T20:05:25.1174396Z * [new branch] gh/guangyey/171/orig -> origin/gh/guangyey/171/orig 2025-08-26T20:05:25.1174472Z * [new branch] gh/guangyey/173/base -> origin/gh/guangyey/173/base 2025-08-26T20:05:25.1174545Z * [new branch] gh/guangyey/173/head -> origin/gh/guangyey/173/head 2025-08-26T20:05:25.1174620Z * [new branch] gh/guangyey/173/orig -> origin/gh/guangyey/173/orig 2025-08-26T20:05:25.1174692Z * [new branch] gh/guangyey/174/base -> origin/gh/guangyey/174/base 2025-08-26T20:05:25.1174765Z * [new branch] gh/guangyey/174/head -> origin/gh/guangyey/174/head 2025-08-26T20:05:25.1174839Z * [new branch] gh/guangyey/174/orig -> origin/gh/guangyey/174/orig 2025-08-26T20:05:25.1174913Z * [new branch] gh/guangyey/175/base -> origin/gh/guangyey/175/base 2025-08-26T20:05:25.1174987Z * [new branch] gh/guangyey/175/head -> origin/gh/guangyey/175/head 2025-08-26T20:05:25.1175059Z * [new branch] gh/guangyey/175/orig -> origin/gh/guangyey/175/orig 2025-08-26T20:05:25.1175179Z * [new branch] gh/guangyey/176/base -> origin/gh/guangyey/176/base 2025-08-26T20:05:25.1175295Z * [new branch] gh/guangyey/176/head -> origin/gh/guangyey/176/head 2025-08-26T20:05:25.1175413Z * [new branch] gh/guangyey/176/orig -> origin/gh/guangyey/176/orig 2025-08-26T20:05:25.1175527Z * [new branch] gh/guangyey/177/base -> origin/gh/guangyey/177/base 2025-08-26T20:05:25.1175642Z * [new branch] gh/guangyey/177/head -> origin/gh/guangyey/177/head 2025-08-26T20:05:25.1175759Z * [new branch] gh/guangyey/177/orig -> origin/gh/guangyey/177/orig 2025-08-26T20:05:25.1175948Z * [new branch] gh/guangyey/178/base -> origin/gh/guangyey/178/base 2025-08-26T20:05:25.1176065Z * [new branch] gh/guangyey/178/head -> origin/gh/guangyey/178/head 2025-08-26T20:05:25.1176185Z * [new branch] gh/guangyey/178/orig -> origin/gh/guangyey/178/orig 2025-08-26T20:05:25.1178500Z * [new branch] gh/guangyey/179/base -> origin/gh/guangyey/179/base 2025-08-26T20:05:25.1178652Z * [new branch] gh/guangyey/179/head -> origin/gh/guangyey/179/head 2025-08-26T20:05:25.1178776Z * [new branch] gh/guangyey/179/orig -> origin/gh/guangyey/179/orig 2025-08-26T20:05:25.1178899Z * [new branch] gh/guangyey/180/base -> origin/gh/guangyey/180/base 2025-08-26T20:05:25.1179025Z * [new branch] gh/guangyey/180/head -> origin/gh/guangyey/180/head 2025-08-26T20:05:25.1179143Z * [new branch] gh/guangyey/180/orig -> origin/gh/guangyey/180/orig 2025-08-26T20:05:25.1179271Z * [new branch] gh/guangyey/181/base -> origin/gh/guangyey/181/base 2025-08-26T20:05:25.1179390Z * [new branch] gh/guangyey/181/head -> origin/gh/guangyey/181/head 2025-08-26T20:05:25.1179517Z * [new branch] gh/guangyey/181/orig -> origin/gh/guangyey/181/orig 2025-08-26T20:05:25.1179644Z * [new branch] gh/guangyey/182/base -> origin/gh/guangyey/182/base 2025-08-26T20:05:25.1179865Z * [new branch] gh/guangyey/182/head -> origin/gh/guangyey/182/head 2025-08-26T20:05:25.1179984Z * [new branch] gh/guangyey/182/orig -> origin/gh/guangyey/182/orig 2025-08-26T20:05:25.1180103Z * [new branch] gh/guangyey/183/base -> origin/gh/guangyey/183/base 2025-08-26T20:05:25.1180223Z * [new branch] gh/guangyey/183/head -> origin/gh/guangyey/183/head 2025-08-26T20:05:25.1180341Z * [new branch] gh/guangyey/183/orig -> origin/gh/guangyey/183/orig 2025-08-26T20:05:25.1180466Z * [new branch] gh/guangyey/184/base -> origin/gh/guangyey/184/base 2025-08-26T20:05:25.1180592Z * [new branch] gh/guangyey/184/head -> origin/gh/guangyey/184/head 2025-08-26T20:05:25.1180721Z * [new branch] gh/guangyey/184/orig -> origin/gh/guangyey/184/orig 2025-08-26T20:05:25.1180845Z * [new branch] gh/guangyey/185/base -> origin/gh/guangyey/185/base 2025-08-26T20:05:25.1180969Z * [new branch] gh/guangyey/185/head -> origin/gh/guangyey/185/head 2025-08-26T20:05:25.1181089Z * [new branch] gh/guangyey/185/orig -> origin/gh/guangyey/185/orig 2025-08-26T20:05:25.1181204Z * [new branch] gh/guangyey/186/base -> origin/gh/guangyey/186/base 2025-08-26T20:05:25.1181323Z * [new branch] gh/guangyey/186/head -> origin/gh/guangyey/186/head 2025-08-26T20:05:25.1181441Z * [new branch] gh/guangyey/186/orig -> origin/gh/guangyey/186/orig 2025-08-26T20:05:25.1183893Z * [new branch] gh/guangyey/187/base -> origin/gh/guangyey/187/base 2025-08-26T20:05:25.1184049Z * [new branch] gh/guangyey/187/head -> origin/gh/guangyey/187/head 2025-08-26T20:05:25.1184328Z * [new branch] gh/guangyey/187/orig -> origin/gh/guangyey/187/orig 2025-08-26T20:05:25.1184457Z * [new branch] gh/guangyey/188/base -> origin/gh/guangyey/188/base 2025-08-26T20:05:25.1184581Z * [new branch] gh/guangyey/188/head -> origin/gh/guangyey/188/head 2025-08-26T20:05:25.1184703Z * [new branch] gh/guangyey/188/orig -> origin/gh/guangyey/188/orig 2025-08-26T20:05:25.1184826Z * [new branch] gh/guangyey/189/base -> origin/gh/guangyey/189/base 2025-08-26T20:05:25.1184946Z * [new branch] gh/guangyey/189/head -> origin/gh/guangyey/189/head 2025-08-26T20:05:25.1185135Z * [new branch] gh/guangyey/189/orig -> origin/gh/guangyey/189/orig 2025-08-26T20:05:25.1185261Z * [new branch] gh/guangyey/190/base -> origin/gh/guangyey/190/base 2025-08-26T20:05:25.1185384Z * [new branch] gh/guangyey/190/head -> origin/gh/guangyey/190/head 2025-08-26T20:05:25.1185504Z * [new branch] gh/guangyey/190/orig -> origin/gh/guangyey/190/orig 2025-08-26T20:05:25.1185622Z * [new branch] gh/guangyey/191/base -> origin/gh/guangyey/191/base 2025-08-26T20:05:25.1185739Z * [new branch] gh/guangyey/191/head -> origin/gh/guangyey/191/head 2025-08-26T20:05:25.1185861Z * [new branch] gh/guangyey/191/orig -> origin/gh/guangyey/191/orig 2025-08-26T20:05:25.1185989Z * [new branch] gh/guangyey/79/base -> origin/gh/guangyey/79/base 2025-08-26T20:05:25.1186114Z * [new branch] gh/guangyey/79/head -> origin/gh/guangyey/79/head 2025-08-26T20:05:25.1186246Z * [new branch] gh/guangyey/79/orig -> origin/gh/guangyey/79/orig 2025-08-26T20:05:25.1186370Z * [new branch] gh/guangyey/89/base -> origin/gh/guangyey/89/base 2025-08-26T20:05:25.1186499Z * [new branch] gh/guangyey/89/head -> origin/gh/guangyey/89/head 2025-08-26T20:05:25.1186622Z * [new branch] gh/guangyey/89/orig -> origin/gh/guangyey/89/orig 2025-08-26T20:05:25.1186781Z * [new branch] gh/guilhermeleobas/107/base -> origin/gh/guilhermeleobas/107/base 2025-08-26T20:05:25.1186930Z * [new branch] gh/guilhermeleobas/107/head -> origin/gh/guilhermeleobas/107/head 2025-08-26T20:05:25.1187073Z * [new branch] gh/guilhermeleobas/107/orig -> origin/gh/guilhermeleobas/107/orig 2025-08-26T20:05:25.1187223Z * [new branch] gh/guilhermeleobas/108/base -> origin/gh/guilhermeleobas/108/base 2025-08-26T20:05:25.1189880Z * [new branch] gh/guilhermeleobas/108/head -> origin/gh/guilhermeleobas/108/head 2025-08-26T20:05:25.1190061Z * [new branch] gh/guilhermeleobas/108/orig -> origin/gh/guilhermeleobas/108/orig 2025-08-26T20:05:25.1190216Z * [new branch] gh/guilhermeleobas/124/base -> origin/gh/guilhermeleobas/124/base 2025-08-26T20:05:25.1190370Z * [new branch] gh/guilhermeleobas/124/head -> origin/gh/guilhermeleobas/124/head 2025-08-26T20:05:25.1190523Z * [new branch] gh/guilhermeleobas/124/orig -> origin/gh/guilhermeleobas/124/orig 2025-08-26T20:05:25.1190676Z * [new branch] gh/guilhermeleobas/147/base -> origin/gh/guilhermeleobas/147/base 2025-08-26T20:05:25.1190829Z * [new branch] gh/guilhermeleobas/147/head -> origin/gh/guilhermeleobas/147/head 2025-08-26T20:05:25.1190979Z * [new branch] gh/guilhermeleobas/147/orig -> origin/gh/guilhermeleobas/147/orig 2025-08-26T20:05:25.1191125Z * [new branch] gh/guilhermeleobas/150/base -> origin/gh/guilhermeleobas/150/base 2025-08-26T20:05:25.1191270Z * [new branch] gh/guilhermeleobas/150/head -> origin/gh/guilhermeleobas/150/head 2025-08-26T20:05:25.1191414Z * [new branch] gh/guilhermeleobas/150/orig -> origin/gh/guilhermeleobas/150/orig 2025-08-26T20:05:25.1191678Z * [new branch] gh/guilhermeleobas/163/base -> origin/gh/guilhermeleobas/163/base 2025-08-26T20:05:25.1191825Z * [new branch] gh/guilhermeleobas/163/head -> origin/gh/guilhermeleobas/163/head 2025-08-26T20:05:25.1191966Z * [new branch] gh/guilhermeleobas/163/orig -> origin/gh/guilhermeleobas/163/orig 2025-08-26T20:05:25.1192114Z * [new branch] gh/guilhermeleobas/164/base -> origin/gh/guilhermeleobas/164/base 2025-08-26T20:05:25.1192264Z * [new branch] gh/guilhermeleobas/164/head -> origin/gh/guilhermeleobas/164/head 2025-08-26T20:05:25.1192415Z * [new branch] gh/guilhermeleobas/164/orig -> origin/gh/guilhermeleobas/164/orig 2025-08-26T20:05:25.1192637Z * [new branch] gh/guilhermeleobas/165/base -> origin/gh/guilhermeleobas/165/base 2025-08-26T20:05:25.1192788Z * [new branch] gh/guilhermeleobas/165/head -> origin/gh/guilhermeleobas/165/head 2025-08-26T20:05:25.1192940Z * [new branch] gh/guilhermeleobas/165/orig -> origin/gh/guilhermeleobas/165/orig 2025-08-26T20:05:25.1193085Z * [new branch] gh/guilhermeleobas/166/base -> origin/gh/guilhermeleobas/166/base 2025-08-26T20:05:25.1193224Z * [new branch] gh/guilhermeleobas/166/head -> origin/gh/guilhermeleobas/166/head 2025-08-26T20:05:25.1193368Z * [new branch] gh/guilhermeleobas/166/orig -> origin/gh/guilhermeleobas/166/orig 2025-08-26T20:05:25.1193521Z * [new branch] gh/guilhermeleobas/167/base -> origin/gh/guilhermeleobas/167/base 2025-08-26T20:05:25.1195783Z * [new branch] gh/guilhermeleobas/167/head -> origin/gh/guilhermeleobas/167/head 2025-08-26T20:05:25.1195904Z * [new branch] gh/guilhermeleobas/167/orig -> origin/gh/guilhermeleobas/167/orig 2025-08-26T20:05:25.1195994Z * [new branch] gh/guilhermeleobas/168/base -> origin/gh/guilhermeleobas/168/base 2025-08-26T20:05:25.1196089Z * [new branch] gh/guilhermeleobas/168/head -> origin/gh/guilhermeleobas/168/head 2025-08-26T20:05:25.1196177Z * [new branch] gh/guilhermeleobas/168/orig -> origin/gh/guilhermeleobas/168/orig 2025-08-26T20:05:25.1196262Z * [new branch] gh/guilhermeleobas/169/base -> origin/gh/guilhermeleobas/169/base 2025-08-26T20:05:25.1196348Z * [new branch] gh/guilhermeleobas/169/head -> origin/gh/guilhermeleobas/169/head 2025-08-26T20:05:25.1196435Z * [new branch] gh/guilhermeleobas/169/orig -> origin/gh/guilhermeleobas/169/orig 2025-08-26T20:05:25.1196521Z * [new branch] gh/guilhermeleobas/170/base -> origin/gh/guilhermeleobas/170/base 2025-08-26T20:05:25.1196606Z * [new branch] gh/guilhermeleobas/170/head -> origin/gh/guilhermeleobas/170/head 2025-08-26T20:05:25.1196697Z * [new branch] gh/guilhermeleobas/170/orig -> origin/gh/guilhermeleobas/170/orig 2025-08-26T20:05:25.1196783Z * [new branch] gh/guilhermeleobas/171/base -> origin/gh/guilhermeleobas/171/base 2025-08-26T20:05:25.1196870Z * [new branch] gh/guilhermeleobas/171/head -> origin/gh/guilhermeleobas/171/head 2025-08-26T20:05:25.1196958Z * [new branch] gh/guilhermeleobas/171/orig -> origin/gh/guilhermeleobas/171/orig 2025-08-26T20:05:25.1197044Z * [new branch] gh/guilhermeleobas/173/base -> origin/gh/guilhermeleobas/173/base 2025-08-26T20:05:25.1197131Z * [new branch] gh/guilhermeleobas/173/head -> origin/gh/guilhermeleobas/173/head 2025-08-26T20:05:25.1197218Z * [new branch] gh/guilhermeleobas/173/orig -> origin/gh/guilhermeleobas/173/orig 2025-08-26T20:05:25.1197303Z * [new branch] gh/guilhermeleobas/183/base -> origin/gh/guilhermeleobas/183/base 2025-08-26T20:05:25.1197392Z * [new branch] gh/guilhermeleobas/183/head -> origin/gh/guilhermeleobas/183/head 2025-08-26T20:05:25.1197480Z * [new branch] gh/guilhermeleobas/183/orig -> origin/gh/guilhermeleobas/183/orig 2025-08-26T20:05:25.1197646Z * [new branch] gh/guilhermeleobas/184/base -> origin/gh/guilhermeleobas/184/base 2025-08-26T20:05:25.1197733Z * [new branch] gh/guilhermeleobas/184/head -> origin/gh/guilhermeleobas/184/head 2025-08-26T20:05:25.1197820Z * [new branch] gh/guilhermeleobas/184/orig -> origin/gh/guilhermeleobas/184/orig 2025-08-26T20:05:25.1197905Z * [new branch] gh/guilhermeleobas/185/base -> origin/gh/guilhermeleobas/185/base 2025-08-26T20:05:25.1199385Z * [new branch] gh/guilhermeleobas/185/head -> origin/gh/guilhermeleobas/185/head 2025-08-26T20:05:25.1199483Z * [new branch] gh/guilhermeleobas/185/orig -> origin/gh/guilhermeleobas/185/orig 2025-08-26T20:05:25.1199634Z * [new branch] gh/guilhermeleobas/192/base -> origin/gh/guilhermeleobas/192/base 2025-08-26T20:05:25.1199820Z * [new branch] gh/guilhermeleobas/192/head -> origin/gh/guilhermeleobas/192/head 2025-08-26T20:05:25.1199912Z * [new branch] gh/guilhermeleobas/192/orig -> origin/gh/guilhermeleobas/192/orig 2025-08-26T20:05:25.1199999Z * [new branch] gh/guilhermeleobas/193/base -> origin/gh/guilhermeleobas/193/base 2025-08-26T20:05:25.1200085Z * [new branch] gh/guilhermeleobas/193/head -> origin/gh/guilhermeleobas/193/head 2025-08-26T20:05:25.1200171Z * [new branch] gh/guilhermeleobas/193/orig -> origin/gh/guilhermeleobas/193/orig 2025-08-26T20:05:25.1200256Z * [new branch] gh/guilhermeleobas/194/base -> origin/gh/guilhermeleobas/194/base 2025-08-26T20:05:25.1200342Z * [new branch] gh/guilhermeleobas/194/head -> origin/gh/guilhermeleobas/194/head 2025-08-26T20:05:25.1200432Z * [new branch] gh/guilhermeleobas/194/orig -> origin/gh/guilhermeleobas/194/orig 2025-08-26T20:05:25.1200518Z * [new branch] gh/guilhermeleobas/203/base -> origin/gh/guilhermeleobas/203/base 2025-08-26T20:05:25.1200604Z * [new branch] gh/guilhermeleobas/203/head -> origin/gh/guilhermeleobas/203/head 2025-08-26T20:05:25.1200694Z * [new branch] gh/guilhermeleobas/203/orig -> origin/gh/guilhermeleobas/203/orig 2025-08-26T20:05:25.1200780Z * [new branch] gh/guilhermeleobas/204/base -> origin/gh/guilhermeleobas/204/base 2025-08-26T20:05:25.1200866Z * [new branch] gh/guilhermeleobas/204/head -> origin/gh/guilhermeleobas/204/head 2025-08-26T20:05:25.1200952Z * [new branch] gh/guilhermeleobas/204/orig -> origin/gh/guilhermeleobas/204/orig 2025-08-26T20:05:25.1201038Z * [new branch] gh/guilhermeleobas/205/base -> origin/gh/guilhermeleobas/205/base 2025-08-26T20:05:25.1201132Z * [new branch] gh/guilhermeleobas/205/head -> origin/gh/guilhermeleobas/205/head 2025-08-26T20:05:25.1201272Z * [new branch] gh/guilhermeleobas/205/orig -> origin/gh/guilhermeleobas/205/orig 2025-08-26T20:05:25.1201409Z * [new branch] gh/guilhermeleobas/206/base -> origin/gh/guilhermeleobas/206/base 2025-08-26T20:05:25.1201549Z * [new branch] gh/guilhermeleobas/206/head -> origin/gh/guilhermeleobas/206/head 2025-08-26T20:05:25.1201689Z * [new branch] gh/guilhermeleobas/206/orig -> origin/gh/guilhermeleobas/206/orig 2025-08-26T20:05:25.1201839Z * [new branch] gh/guilhermeleobas/209/base -> origin/gh/guilhermeleobas/209/base 2025-08-26T20:05:25.1203811Z * [new branch] gh/guilhermeleobas/209/head -> origin/gh/guilhermeleobas/209/head 2025-08-26T20:05:25.1203955Z * [new branch] gh/guilhermeleobas/209/orig -> origin/gh/guilhermeleobas/209/orig 2025-08-26T20:05:25.1204081Z * [new branch] gh/guilhermeleobas/210/base -> origin/gh/guilhermeleobas/210/base 2025-08-26T20:05:25.1204211Z * [new branch] gh/guilhermeleobas/210/head -> origin/gh/guilhermeleobas/210/head 2025-08-26T20:05:25.1204335Z * [new branch] gh/guilhermeleobas/210/orig -> origin/gh/guilhermeleobas/210/orig 2025-08-26T20:05:25.1204552Z * [new branch] gh/guilhermeleobas/211/base -> origin/gh/guilhermeleobas/211/base 2025-08-26T20:05:25.1204639Z * [new branch] gh/guilhermeleobas/211/head -> origin/gh/guilhermeleobas/211/head 2025-08-26T20:05:25.1204726Z * [new branch] gh/guilhermeleobas/211/orig -> origin/gh/guilhermeleobas/211/orig 2025-08-26T20:05:25.1204812Z * [new branch] gh/guilhermeleobas/213/base -> origin/gh/guilhermeleobas/213/base 2025-08-26T20:05:25.1204898Z * [new branch] gh/guilhermeleobas/213/head -> origin/gh/guilhermeleobas/213/head 2025-08-26T20:05:25.1204984Z * [new branch] gh/guilhermeleobas/213/orig -> origin/gh/guilhermeleobas/213/orig 2025-08-26T20:05:25.1205167Z * [new branch] gh/guilhermeleobas/214/base -> origin/gh/guilhermeleobas/214/base 2025-08-26T20:05:25.1205252Z * [new branch] gh/guilhermeleobas/214/head -> origin/gh/guilhermeleobas/214/head 2025-08-26T20:05:25.1205341Z * [new branch] gh/guilhermeleobas/214/orig -> origin/gh/guilhermeleobas/214/orig 2025-08-26T20:05:25.1205428Z * [new branch] gh/guilhermeleobas/215/base -> origin/gh/guilhermeleobas/215/base 2025-08-26T20:05:25.1205514Z * [new branch] gh/guilhermeleobas/215/head -> origin/gh/guilhermeleobas/215/head 2025-08-26T20:05:25.1205599Z * [new branch] gh/guilhermeleobas/215/orig -> origin/gh/guilhermeleobas/215/orig 2025-08-26T20:05:25.1205685Z * [new branch] gh/guilhermeleobas/216/base -> origin/gh/guilhermeleobas/216/base 2025-08-26T20:05:25.1205771Z * [new branch] gh/guilhermeleobas/216/head -> origin/gh/guilhermeleobas/216/head 2025-08-26T20:05:25.1205858Z * [new branch] gh/guilhermeleobas/216/orig -> origin/gh/guilhermeleobas/216/orig 2025-08-26T20:05:25.1205945Z * [new branch] gh/guilhermeleobas/217/base -> origin/gh/guilhermeleobas/217/base 2025-08-26T20:05:25.1206031Z * [new branch] gh/guilhermeleobas/217/head -> origin/gh/guilhermeleobas/217/head 2025-08-26T20:05:25.1206119Z * [new branch] gh/guilhermeleobas/217/orig -> origin/gh/guilhermeleobas/217/orig 2025-08-26T20:05:25.1206206Z * [new branch] gh/guilhermeleobas/218/base -> origin/gh/guilhermeleobas/218/base 2025-08-26T20:05:25.1207608Z * [new branch] gh/guilhermeleobas/218/head -> origin/gh/guilhermeleobas/218/head 2025-08-26T20:05:25.1207705Z * [new branch] gh/guilhermeleobas/218/orig -> origin/gh/guilhermeleobas/218/orig 2025-08-26T20:05:25.1207846Z * [new branch] gh/guilhermeleobas/219/base -> origin/gh/guilhermeleobas/219/base 2025-08-26T20:05:25.1207981Z * [new branch] gh/guilhermeleobas/219/head -> origin/gh/guilhermeleobas/219/head 2025-08-26T20:05:25.1208126Z * [new branch] gh/guilhermeleobas/219/orig -> origin/gh/guilhermeleobas/219/orig 2025-08-26T20:05:25.1208264Z * [new branch] gh/guilhermeleobas/220/base -> origin/gh/guilhermeleobas/220/base 2025-08-26T20:05:25.1208424Z * [new branch] gh/guilhermeleobas/220/head -> origin/gh/guilhermeleobas/220/head 2025-08-26T20:05:25.1208563Z * [new branch] gh/guilhermeleobas/220/orig -> origin/gh/guilhermeleobas/220/orig 2025-08-26T20:05:25.1208714Z * [new branch] gh/guilhermeleobas/221/base -> origin/gh/guilhermeleobas/221/base 2025-08-26T20:05:25.1208853Z * [new branch] gh/guilhermeleobas/221/head -> origin/gh/guilhermeleobas/221/head 2025-08-26T20:05:25.1208995Z * [new branch] gh/guilhermeleobas/221/orig -> origin/gh/guilhermeleobas/221/orig 2025-08-26T20:05:25.1209140Z * [new branch] gh/guilhermeleobas/222/base -> origin/gh/guilhermeleobas/222/base 2025-08-26T20:05:25.1209289Z * [new branch] gh/guilhermeleobas/222/head -> origin/gh/guilhermeleobas/222/head 2025-08-26T20:05:25.1209433Z * [new branch] gh/guilhermeleobas/222/orig -> origin/gh/guilhermeleobas/222/orig 2025-08-26T20:05:25.1209781Z * [new branch] gh/guilhermeleobas/223/base -> origin/gh/guilhermeleobas/223/base 2025-08-26T20:05:25.1209936Z * [new branch] gh/guilhermeleobas/223/head -> origin/gh/guilhermeleobas/223/head 2025-08-26T20:05:25.1210083Z * [new branch] gh/guilhermeleobas/223/orig -> origin/gh/guilhermeleobas/223/orig 2025-08-26T20:05:25.1210223Z * [new branch] gh/guilhermeleobas/224/base -> origin/gh/guilhermeleobas/224/base 2025-08-26T20:05:25.1210315Z * [new branch] gh/guilhermeleobas/224/head -> origin/gh/guilhermeleobas/224/head 2025-08-26T20:05:25.1210402Z * [new branch] gh/guilhermeleobas/224/orig -> origin/gh/guilhermeleobas/224/orig 2025-08-26T20:05:25.1210565Z * [new branch] gh/guilhermeleobas/225/base -> origin/gh/guilhermeleobas/225/base 2025-08-26T20:05:25.1210652Z * [new branch] gh/guilhermeleobas/225/head -> origin/gh/guilhermeleobas/225/head 2025-08-26T20:05:25.1210744Z * [new branch] gh/guilhermeleobas/225/orig -> origin/gh/guilhermeleobas/225/orig 2025-08-26T20:05:25.1210830Z * [new branch] gh/guilhermeleobas/226/base -> origin/gh/guilhermeleobas/226/base 2025-08-26T20:05:25.1212563Z * [new branch] gh/guilhermeleobas/226/head -> origin/gh/guilhermeleobas/226/head 2025-08-26T20:05:25.1212661Z * [new branch] gh/guilhermeleobas/226/orig -> origin/gh/guilhermeleobas/226/orig 2025-08-26T20:05:25.1212751Z * [new branch] gh/guilhermeleobas/227/base -> origin/gh/guilhermeleobas/227/base 2025-08-26T20:05:25.1212837Z * [new branch] gh/guilhermeleobas/227/head -> origin/gh/guilhermeleobas/227/head 2025-08-26T20:05:25.1212927Z * [new branch] gh/guilhermeleobas/227/orig -> origin/gh/guilhermeleobas/227/orig 2025-08-26T20:05:25.1213014Z * [new branch] gh/guilhermeleobas/228/base -> origin/gh/guilhermeleobas/228/base 2025-08-26T20:05:25.1213100Z * [new branch] gh/guilhermeleobas/228/head -> origin/gh/guilhermeleobas/228/head 2025-08-26T20:05:25.1213190Z * [new branch] gh/guilhermeleobas/228/orig -> origin/gh/guilhermeleobas/228/orig 2025-08-26T20:05:25.1213276Z * [new branch] gh/guilhermeleobas/229/base -> origin/gh/guilhermeleobas/229/base 2025-08-26T20:05:25.1213363Z * [new branch] gh/guilhermeleobas/229/head -> origin/gh/guilhermeleobas/229/head 2025-08-26T20:05:25.1213449Z * [new branch] gh/guilhermeleobas/229/orig -> origin/gh/guilhermeleobas/229/orig 2025-08-26T20:05:25.1213535Z * [new branch] gh/guilhermeleobas/230/base -> origin/gh/guilhermeleobas/230/base 2025-08-26T20:05:25.1213622Z * [new branch] gh/guilhermeleobas/230/head -> origin/gh/guilhermeleobas/230/head 2025-08-26T20:05:25.1213710Z * [new branch] gh/guilhermeleobas/230/orig -> origin/gh/guilhermeleobas/230/orig 2025-08-26T20:05:25.1213796Z * [new branch] gh/guilhermeleobas/231/base -> origin/gh/guilhermeleobas/231/base 2025-08-26T20:05:25.1213885Z * [new branch] gh/guilhermeleobas/231/head -> origin/gh/guilhermeleobas/231/head 2025-08-26T20:05:25.1213971Z * [new branch] gh/guilhermeleobas/231/orig -> origin/gh/guilhermeleobas/231/orig 2025-08-26T20:05:25.1214056Z * [new branch] gh/guilhermeleobas/232/base -> origin/gh/guilhermeleobas/232/base 2025-08-26T20:05:25.1214143Z * [new branch] gh/guilhermeleobas/232/head -> origin/gh/guilhermeleobas/232/head 2025-08-26T20:05:25.1214230Z * [new branch] gh/guilhermeleobas/232/orig -> origin/gh/guilhermeleobas/232/orig 2025-08-26T20:05:25.1214317Z * [new branch] gh/guilhermeleobas/233/base -> origin/gh/guilhermeleobas/233/base 2025-08-26T20:05:25.1214408Z * [new branch] gh/guilhermeleobas/233/head -> origin/gh/guilhermeleobas/233/head 2025-08-26T20:05:25.1214493Z * [new branch] gh/guilhermeleobas/233/orig -> origin/gh/guilhermeleobas/233/orig 2025-08-26T20:05:25.1214654Z * [new branch] gh/guilhermeleobas/234/base -> origin/gh/guilhermeleobas/234/base 2025-08-26T20:05:25.1216059Z * [new branch] gh/guilhermeleobas/234/head -> origin/gh/guilhermeleobas/234/head 2025-08-26T20:05:25.1216156Z * [new branch] gh/guilhermeleobas/234/orig -> origin/gh/guilhermeleobas/234/orig 2025-08-26T20:05:25.1216243Z * [new branch] gh/guilhermeleobas/235/base -> origin/gh/guilhermeleobas/235/base 2025-08-26T20:05:25.1216330Z * [new branch] gh/guilhermeleobas/235/head -> origin/gh/guilhermeleobas/235/head 2025-08-26T20:05:25.1216417Z * [new branch] gh/guilhermeleobas/235/orig -> origin/gh/guilhermeleobas/235/orig 2025-08-26T20:05:25.1216548Z * [new branch] gh/guilhermeleobas/236/base -> origin/gh/guilhermeleobas/236/base 2025-08-26T20:05:25.1216635Z * [new branch] gh/guilhermeleobas/236/head -> origin/gh/guilhermeleobas/236/head 2025-08-26T20:05:25.1216725Z * [new branch] gh/guilhermeleobas/236/orig -> origin/gh/guilhermeleobas/236/orig 2025-08-26T20:05:25.1216811Z * [new branch] gh/guilhermeleobas/237/base -> origin/gh/guilhermeleobas/237/base 2025-08-26T20:05:25.1216898Z * [new branch] gh/guilhermeleobas/237/head -> origin/gh/guilhermeleobas/237/head 2025-08-26T20:05:25.1216984Z * [new branch] gh/guilhermeleobas/237/orig -> origin/gh/guilhermeleobas/237/orig 2025-08-26T20:05:25.1217069Z * [new branch] gh/guilhermeleobas/238/base -> origin/gh/guilhermeleobas/238/base 2025-08-26T20:05:25.1217155Z * [new branch] gh/guilhermeleobas/238/head -> origin/gh/guilhermeleobas/238/head 2025-08-26T20:05:25.1217244Z * [new branch] gh/guilhermeleobas/238/orig -> origin/gh/guilhermeleobas/238/orig 2025-08-26T20:05:25.1217330Z * [new branch] gh/guilhermeleobas/239/base -> origin/gh/guilhermeleobas/239/base 2025-08-26T20:05:25.1217417Z * [new branch] gh/guilhermeleobas/239/head -> origin/gh/guilhermeleobas/239/head 2025-08-26T20:05:25.1217504Z * [new branch] gh/guilhermeleobas/239/orig -> origin/gh/guilhermeleobas/239/orig 2025-08-26T20:05:25.1217593Z * [new branch] gh/guilhermeleobas/73/base -> origin/gh/guilhermeleobas/73/base 2025-08-26T20:05:25.1217680Z * [new branch] gh/guilhermeleobas/73/head -> origin/gh/guilhermeleobas/73/head 2025-08-26T20:05:25.1217785Z * [new branch] gh/guilhermeleobas/73/orig -> origin/gh/guilhermeleobas/73/orig 2025-08-26T20:05:25.1217919Z * [new branch] gh/henrylhtsang/103/base -> origin/gh/henrylhtsang/103/base 2025-08-26T20:05:25.1218048Z * [new branch] gh/henrylhtsang/103/head -> origin/gh/henrylhtsang/103/head 2025-08-26T20:05:25.1218184Z * [new branch] gh/henrylhtsang/103/orig -> origin/gh/henrylhtsang/103/orig 2025-08-26T20:05:25.1218316Z * [new branch] gh/henrylhtsang/132/base -> origin/gh/henrylhtsang/132/base 2025-08-26T20:05:25.1220710Z * [new branch] gh/henrylhtsang/132/head -> origin/gh/henrylhtsang/132/head 2025-08-26T20:05:25.1220887Z * [new branch] gh/henrylhtsang/132/orig -> origin/gh/henrylhtsang/132/orig 2025-08-26T20:05:25.1221032Z * [new branch] gh/henrylhtsang/133/base -> origin/gh/henrylhtsang/133/base 2025-08-26T20:05:25.1221171Z * [new branch] gh/henrylhtsang/133/head -> origin/gh/henrylhtsang/133/head 2025-08-26T20:05:25.1221304Z * [new branch] gh/henrylhtsang/133/orig -> origin/gh/henrylhtsang/133/orig 2025-08-26T20:05:25.1221442Z * [new branch] gh/henrylhtsang/134/base -> origin/gh/henrylhtsang/134/base 2025-08-26T20:05:25.1221580Z * [new branch] gh/henrylhtsang/134/head -> origin/gh/henrylhtsang/134/head 2025-08-26T20:05:25.1221708Z * [new branch] gh/henrylhtsang/134/orig -> origin/gh/henrylhtsang/134/orig 2025-08-26T20:05:25.1221969Z * [new branch] gh/henrylhtsang/135/base -> origin/gh/henrylhtsang/135/base 2025-08-26T20:05:25.1222108Z * [new branch] gh/henrylhtsang/135/head -> origin/gh/henrylhtsang/135/head 2025-08-26T20:05:25.1222246Z * [new branch] gh/henrylhtsang/135/orig -> origin/gh/henrylhtsang/135/orig 2025-08-26T20:05:25.1222384Z * [new branch] gh/henrylhtsang/136/base -> origin/gh/henrylhtsang/136/base 2025-08-26T20:05:25.1222523Z * [new branch] gh/henrylhtsang/136/head -> origin/gh/henrylhtsang/136/head 2025-08-26T20:05:25.1222662Z * [new branch] gh/henrylhtsang/136/orig -> origin/gh/henrylhtsang/136/orig 2025-08-26T20:05:25.1222797Z * [new branch] gh/henrylhtsang/137/base -> origin/gh/henrylhtsang/137/base 2025-08-26T20:05:25.1223017Z * [new branch] gh/henrylhtsang/137/head -> origin/gh/henrylhtsang/137/head 2025-08-26T20:05:25.1223150Z * [new branch] gh/henrylhtsang/137/orig -> origin/gh/henrylhtsang/137/orig 2025-08-26T20:05:25.1223285Z * [new branch] gh/henrylhtsang/138/base -> origin/gh/henrylhtsang/138/base 2025-08-26T20:05:25.1223419Z * [new branch] gh/henrylhtsang/138/head -> origin/gh/henrylhtsang/138/head 2025-08-26T20:05:25.1223558Z * [new branch] gh/henrylhtsang/138/orig -> origin/gh/henrylhtsang/138/orig 2025-08-26T20:05:25.1223699Z * [new branch] gh/henrylhtsang/139/base -> origin/gh/henrylhtsang/139/base 2025-08-26T20:05:25.1223834Z * [new branch] gh/henrylhtsang/139/head -> origin/gh/henrylhtsang/139/head 2025-08-26T20:05:25.1223977Z * [new branch] gh/henrylhtsang/139/orig -> origin/gh/henrylhtsang/139/orig 2025-08-26T20:05:25.1224125Z * [new branch] gh/henrylhtsang/140/base -> origin/gh/henrylhtsang/140/base 2025-08-26T20:05:25.1224263Z * [new branch] gh/henrylhtsang/140/head -> origin/gh/henrylhtsang/140/head 2025-08-26T20:05:25.1226079Z * [new branch] gh/henrylhtsang/140/orig -> origin/gh/henrylhtsang/140/orig 2025-08-26T20:05:25.1226169Z * [new branch] gh/henrylhtsang/141/base -> origin/gh/henrylhtsang/141/base 2025-08-26T20:05:25.1226250Z * [new branch] gh/henrylhtsang/141/head -> origin/gh/henrylhtsang/141/head 2025-08-26T20:05:25.1226332Z * [new branch] gh/henrylhtsang/141/orig -> origin/gh/henrylhtsang/141/orig 2025-08-26T20:05:25.1226412Z * [new branch] gh/henrylhtsang/142/base -> origin/gh/henrylhtsang/142/base 2025-08-26T20:05:25.1226492Z * [new branch] gh/henrylhtsang/142/head -> origin/gh/henrylhtsang/142/head 2025-08-26T20:05:25.1226574Z * [new branch] gh/henrylhtsang/142/orig -> origin/gh/henrylhtsang/142/orig 2025-08-26T20:05:25.1226659Z * [new branch] gh/henrylhtsang/143/base -> origin/gh/henrylhtsang/143/base 2025-08-26T20:05:25.1226738Z * [new branch] gh/henrylhtsang/143/head -> origin/gh/henrylhtsang/143/head 2025-08-26T20:05:25.1226822Z * [new branch] gh/henrylhtsang/143/orig -> origin/gh/henrylhtsang/143/orig 2025-08-26T20:05:25.1226902Z * [new branch] gh/henrylhtsang/144/base -> origin/gh/henrylhtsang/144/base 2025-08-26T20:05:25.1226982Z * [new branch] gh/henrylhtsang/144/head -> origin/gh/henrylhtsang/144/head 2025-08-26T20:05:25.1227064Z * [new branch] gh/henrylhtsang/144/orig -> origin/gh/henrylhtsang/144/orig 2025-08-26T20:05:25.1227144Z * [new branch] gh/henrylhtsang/145/base -> origin/gh/henrylhtsang/145/base 2025-08-26T20:05:25.1227224Z * [new branch] gh/henrylhtsang/145/head -> origin/gh/henrylhtsang/145/head 2025-08-26T20:05:25.1227309Z * [new branch] gh/henrylhtsang/145/orig -> origin/gh/henrylhtsang/145/orig 2025-08-26T20:05:25.1227388Z * [new branch] gh/henrylhtsang/146/base -> origin/gh/henrylhtsang/146/base 2025-08-26T20:05:25.1227546Z * [new branch] gh/henrylhtsang/146/head -> origin/gh/henrylhtsang/146/head 2025-08-26T20:05:25.1227626Z * [new branch] gh/henrylhtsang/146/orig -> origin/gh/henrylhtsang/146/orig 2025-08-26T20:05:25.1227707Z * [new branch] gh/henrylhtsang/147/base -> origin/gh/henrylhtsang/147/base 2025-08-26T20:05:25.1227787Z * [new branch] gh/henrylhtsang/147/head -> origin/gh/henrylhtsang/147/head 2025-08-26T20:05:25.1227866Z * [new branch] gh/henrylhtsang/147/orig -> origin/gh/henrylhtsang/147/orig 2025-08-26T20:05:25.1227947Z * [new branch] gh/henrylhtsang/148/base -> origin/gh/henrylhtsang/148/base 2025-08-26T20:05:25.1228027Z * [new branch] gh/henrylhtsang/148/head -> origin/gh/henrylhtsang/148/head 2025-08-26T20:05:25.1229557Z * [new branch] gh/henrylhtsang/148/orig -> origin/gh/henrylhtsang/148/orig 2025-08-26T20:05:25.1229646Z * [new branch] gh/henrylhtsang/149/base -> origin/gh/henrylhtsang/149/base 2025-08-26T20:05:25.1229854Z * [new branch] gh/henrylhtsang/149/head -> origin/gh/henrylhtsang/149/head 2025-08-26T20:05:25.1229934Z * [new branch] gh/henrylhtsang/149/orig -> origin/gh/henrylhtsang/149/orig 2025-08-26T20:05:25.1230014Z * [new branch] gh/huydhn/1/next -> origin/gh/huydhn/1/next 2025-08-26T20:05:25.1230087Z * [new branch] gh/huydhn/2/next -> origin/gh/huydhn/2/next 2025-08-26T20:05:25.1230191Z * [new branch] gh/huydhn/3/next -> origin/gh/huydhn/3/next 2025-08-26T20:05:25.1230301Z * [new branch] gh/huydhn/4/next -> origin/gh/huydhn/4/next 2025-08-26T20:05:25.1230407Z * [new branch] gh/huydhn/5/next -> origin/gh/huydhn/5/next 2025-08-26T20:05:25.1230511Z * [new branch] gh/huydhn/6/head -> origin/gh/huydhn/6/head 2025-08-26T20:05:25.1230622Z * [new branch] gh/huydhn/6/next -> origin/gh/huydhn/6/next 2025-08-26T20:05:25.1230737Z * [new branch] gh/huydhn/6/orig -> origin/gh/huydhn/6/orig 2025-08-26T20:05:25.1230858Z * [new branch] gh/int3/97/base -> origin/gh/int3/97/base 2025-08-26T20:05:25.1230972Z * [new branch] gh/int3/97/head -> origin/gh/int3/97/head 2025-08-26T20:05:25.1231093Z * [new branch] gh/isuruf/101/base -> origin/gh/isuruf/101/base 2025-08-26T20:05:25.1231207Z * [new branch] gh/isuruf/101/head -> origin/gh/isuruf/101/head 2025-08-26T20:05:25.1231315Z * [new branch] gh/isuruf/116/base -> origin/gh/isuruf/116/base 2025-08-26T20:05:25.1231390Z * [new branch] gh/isuruf/116/head -> origin/gh/isuruf/116/head 2025-08-26T20:05:25.1231460Z * [new branch] gh/isuruf/116/orig -> origin/gh/isuruf/116/orig 2025-08-26T20:05:25.1231531Z * [new branch] gh/isuruf/141/base -> origin/gh/isuruf/141/base 2025-08-26T20:05:25.1231604Z * [new branch] gh/isuruf/141/head -> origin/gh/isuruf/141/head 2025-08-26T20:05:25.1231674Z * [new branch] gh/isuruf/141/orig -> origin/gh/isuruf/141/orig 2025-08-26T20:05:25.1231746Z * [new branch] gh/isuruf/142/base -> origin/gh/isuruf/142/base 2025-08-26T20:05:25.1231816Z * [new branch] gh/isuruf/142/head -> origin/gh/isuruf/142/head 2025-08-26T20:05:25.1233327Z * [new branch] gh/isuruf/142/orig -> origin/gh/isuruf/142/orig 2025-08-26T20:05:25.1233408Z * [new branch] gh/isuruf/143/base -> origin/gh/isuruf/143/base 2025-08-26T20:05:25.1233482Z * [new branch] gh/isuruf/143/head -> origin/gh/isuruf/143/head 2025-08-26T20:05:25.1233552Z * [new branch] gh/isuruf/143/orig -> origin/gh/isuruf/143/orig 2025-08-26T20:05:25.1233626Z * [new branch] gh/isuruf/81/base -> origin/gh/isuruf/81/base 2025-08-26T20:05:25.1233799Z * [new branch] gh/isuruf/81/head -> origin/gh/isuruf/81/head 2025-08-26T20:05:25.1233869Z * [new branch] gh/isuruf/81/orig -> origin/gh/isuruf/81/orig 2025-08-26T20:05:25.1233949Z * [new branch] gh/jamesjwu/140/base -> origin/gh/jamesjwu/140/base 2025-08-26T20:05:25.1234026Z * [new branch] gh/jamesjwu/140/head -> origin/gh/jamesjwu/140/head 2025-08-26T20:05:25.1234100Z * [new branch] gh/jamesjwu/140/orig -> origin/gh/jamesjwu/140/orig 2025-08-26T20:05:25.1234172Z * [new branch] gh/jamesjwu/150/base -> origin/gh/jamesjwu/150/base 2025-08-26T20:05:25.1234304Z * [new branch] gh/jamesjwu/150/head -> origin/gh/jamesjwu/150/head 2025-08-26T20:05:25.1234377Z * [new branch] gh/jamesjwu/150/orig -> origin/gh/jamesjwu/150/orig 2025-08-26T20:05:25.1234451Z * [new branch] gh/jamesjwu/154/base -> origin/gh/jamesjwu/154/base 2025-08-26T20:05:25.1234524Z * [new branch] gh/jamesjwu/154/head -> origin/gh/jamesjwu/154/head 2025-08-26T20:05:25.1234596Z * [new branch] gh/jamesjwu/154/orig -> origin/gh/jamesjwu/154/orig 2025-08-26T20:05:25.1234668Z * [new branch] gh/jamesjwu/155/base -> origin/gh/jamesjwu/155/base 2025-08-26T20:05:25.1234741Z * [new branch] gh/jamesjwu/155/head -> origin/gh/jamesjwu/155/head 2025-08-26T20:05:25.1234814Z * [new branch] gh/jamesjwu/155/orig -> origin/gh/jamesjwu/155/orig 2025-08-26T20:05:25.1234886Z * [new branch] gh/jamesjwu/159/base -> origin/gh/jamesjwu/159/base 2025-08-26T20:05:25.1234961Z * [new branch] gh/jamesjwu/159/head -> origin/gh/jamesjwu/159/head 2025-08-26T20:05:25.1235033Z * [new branch] gh/jamesjwu/159/orig -> origin/gh/jamesjwu/159/orig 2025-08-26T20:05:25.1235108Z * [new branch] gh/jamesjwu/163/base -> origin/gh/jamesjwu/163/base 2025-08-26T20:05:25.1235181Z * [new branch] gh/jamesjwu/163/head -> origin/gh/jamesjwu/163/head 2025-08-26T20:05:25.1236603Z * [new branch] gh/jamesjwu/163/orig -> origin/gh/jamesjwu/163/orig 2025-08-26T20:05:25.1236730Z * [new branch] gh/jamesjwu/171/base -> origin/gh/jamesjwu/171/base 2025-08-26T20:05:25.1236847Z * [new branch] gh/jamesjwu/171/head -> origin/gh/jamesjwu/171/head 2025-08-26T20:05:25.1236961Z * [new branch] gh/jamesjwu/171/orig -> origin/gh/jamesjwu/171/orig 2025-08-26T20:05:25.1237078Z * [new branch] gh/jamesjwu/175/base -> origin/gh/jamesjwu/175/base 2025-08-26T20:05:25.1237215Z * [new branch] gh/jamesjwu/175/head -> origin/gh/jamesjwu/175/head 2025-08-26T20:05:25.1237334Z * [new branch] gh/jamesjwu/175/orig -> origin/gh/jamesjwu/175/orig 2025-08-26T20:05:25.1237461Z * [new branch] gh/jamesjwu/176/base -> origin/gh/jamesjwu/176/base 2025-08-26T20:05:25.1237579Z * [new branch] gh/jamesjwu/176/head -> origin/gh/jamesjwu/176/head 2025-08-26T20:05:25.1237698Z * [new branch] gh/jamesjwu/176/orig -> origin/gh/jamesjwu/176/orig 2025-08-26T20:05:25.1237815Z * [new branch] gh/jamesjwu/180/base -> origin/gh/jamesjwu/180/base 2025-08-26T20:05:25.1237942Z * [new branch] gh/jamesjwu/180/head -> origin/gh/jamesjwu/180/head 2025-08-26T20:05:25.1238065Z * [new branch] gh/jamesjwu/180/orig -> origin/gh/jamesjwu/180/orig 2025-08-26T20:05:25.1238190Z * [new branch] gh/jamesjwu/181/base -> origin/gh/jamesjwu/181/base 2025-08-26T20:05:25.1238311Z * [new branch] gh/jamesjwu/181/head -> origin/gh/jamesjwu/181/head 2025-08-26T20:05:25.1238437Z * [new branch] gh/jamesjwu/181/orig -> origin/gh/jamesjwu/181/orig 2025-08-26T20:05:25.1238654Z * [new branch] gh/jamesjwu/182/base -> origin/gh/jamesjwu/182/base 2025-08-26T20:05:25.1238773Z * [new branch] gh/jamesjwu/182/head -> origin/gh/jamesjwu/182/head 2025-08-26T20:05:25.1238853Z * [new branch] gh/jamesjwu/182/orig -> origin/gh/jamesjwu/182/orig 2025-08-26T20:05:25.1238926Z * [new branch] gh/jamesjwu/183/base -> origin/gh/jamesjwu/183/base 2025-08-26T20:05:25.1238998Z * [new branch] gh/jamesjwu/183/head -> origin/gh/jamesjwu/183/head 2025-08-26T20:05:25.1239072Z * [new branch] gh/jamesjwu/183/orig -> origin/gh/jamesjwu/183/orig 2025-08-26T20:05:25.1239183Z * [new branch] gh/jamesjwu/184/base -> origin/gh/jamesjwu/184/base 2025-08-26T20:05:25.1239255Z * [new branch] gh/jamesjwu/184/head -> origin/gh/jamesjwu/184/head 2025-08-26T20:05:25.1241043Z * [new branch] gh/jamesjwu/184/orig -> origin/gh/jamesjwu/184/orig 2025-08-26T20:05:25.1241128Z * [new branch] gh/jamesjwu/185/base -> origin/gh/jamesjwu/185/base 2025-08-26T20:05:25.1241203Z * [new branch] gh/jamesjwu/185/head -> origin/gh/jamesjwu/185/head 2025-08-26T20:05:25.1241277Z * [new branch] gh/jamesjwu/185/orig -> origin/gh/jamesjwu/185/orig 2025-08-26T20:05:25.1241354Z * [new branch] gh/jamesjwu/52/base -> origin/gh/jamesjwu/52/base 2025-08-26T20:05:25.1241431Z * [new branch] gh/jamesjwu/52/head -> origin/gh/jamesjwu/52/head 2025-08-26T20:05:25.1241506Z * [new branch] gh/jamesjwu/53/base -> origin/gh/jamesjwu/53/base 2025-08-26T20:05:25.1241583Z * [new branch] gh/jamesjwu/53/head -> origin/gh/jamesjwu/53/head 2025-08-26T20:05:25.1241655Z * [new branch] gh/jamesjwu/54/base -> origin/gh/jamesjwu/54/base 2025-08-26T20:05:25.1241729Z * [new branch] gh/jamesjwu/54/head -> origin/gh/jamesjwu/54/head 2025-08-26T20:05:25.1241801Z * [new branch] gh/jamesjwu/55/base -> origin/gh/jamesjwu/55/base 2025-08-26T20:05:25.1241873Z * [new branch] gh/jamesjwu/55/head -> origin/gh/jamesjwu/55/head 2025-08-26T20:05:25.1241946Z * [new branch] gh/jamesjwu/56/base -> origin/gh/jamesjwu/56/base 2025-08-26T20:05:25.1242017Z * [new branch] gh/jamesjwu/56/head -> origin/gh/jamesjwu/56/head 2025-08-26T20:05:25.1242089Z * [new branch] gh/jamesjwu/57/base -> origin/gh/jamesjwu/57/base 2025-08-26T20:05:25.1242163Z * [new branch] gh/jamesjwu/57/head -> origin/gh/jamesjwu/57/head 2025-08-26T20:05:25.1242237Z * [new branch] gh/jamesjwu/58/base -> origin/gh/jamesjwu/58/base 2025-08-26T20:05:25.1242309Z * [new branch] gh/jamesjwu/58/head -> origin/gh/jamesjwu/58/head 2025-08-26T20:05:25.1242384Z * [new branch] gh/jamesjwu/59/base -> origin/gh/jamesjwu/59/base 2025-08-26T20:05:25.1242457Z * [new branch] gh/jamesjwu/59/head -> origin/gh/jamesjwu/59/head 2025-08-26T20:05:25.1242529Z * [new branch] gh/jamesjwu/60/base -> origin/gh/jamesjwu/60/base 2025-08-26T20:05:25.1242601Z * [new branch] gh/jamesjwu/60/head -> origin/gh/jamesjwu/60/head 2025-08-26T20:05:25.1242674Z * [new branch] gh/jamesjwu/61/base -> origin/gh/jamesjwu/61/base 2025-08-26T20:05:25.1242745Z * [new branch] gh/jamesjwu/61/head -> origin/gh/jamesjwu/61/head 2025-08-26T20:05:25.1244111Z * [new branch] gh/jamesjwu/62/base -> origin/gh/jamesjwu/62/base 2025-08-26T20:05:25.1244195Z * [new branch] gh/jamesjwu/62/head -> origin/gh/jamesjwu/62/head 2025-08-26T20:05:25.1244268Z * [new branch] gh/jamesjwu/63/base -> origin/gh/jamesjwu/63/base 2025-08-26T20:05:25.1244418Z * [new branch] gh/jamesjwu/63/head -> origin/gh/jamesjwu/63/head 2025-08-26T20:05:25.1244491Z * [new branch] gh/jamesjwu/64/base -> origin/gh/jamesjwu/64/base 2025-08-26T20:05:25.1244563Z * [new branch] gh/jamesjwu/64/head -> origin/gh/jamesjwu/64/head 2025-08-26T20:05:25.1244635Z * [new branch] gh/jamesjwu/65/base -> origin/gh/jamesjwu/65/base 2025-08-26T20:05:25.1244708Z * [new branch] gh/jamesjwu/65/head -> origin/gh/jamesjwu/65/head 2025-08-26T20:05:25.1244782Z * [new branch] gh/janeyx99/165/base -> origin/gh/janeyx99/165/base 2025-08-26T20:05:25.1244921Z * [new branch] gh/janeyx99/165/head -> origin/gh/janeyx99/165/head 2025-08-26T20:05:25.1244994Z * [new branch] gh/janeyx99/165/orig -> origin/gh/janeyx99/165/orig 2025-08-26T20:05:25.1245065Z * [new branch] gh/janeyx99/201/base -> origin/gh/janeyx99/201/base 2025-08-26T20:05:25.1245141Z * [new branch] gh/janeyx99/201/head -> origin/gh/janeyx99/201/head 2025-08-26T20:05:25.1245213Z * [new branch] gh/janeyx99/201/orig -> origin/gh/janeyx99/201/orig 2025-08-26T20:05:25.1245285Z * [new branch] gh/janeyx99/225/base -> origin/gh/janeyx99/225/base 2025-08-26T20:05:25.1245357Z * [new branch] gh/janeyx99/225/head -> origin/gh/janeyx99/225/head 2025-08-26T20:05:25.1245429Z * [new branch] gh/janeyx99/225/orig -> origin/gh/janeyx99/225/orig 2025-08-26T20:05:25.1245500Z * [new branch] gh/janeyx99/282/base -> origin/gh/janeyx99/282/base 2025-08-26T20:05:25.1245573Z * [new branch] gh/janeyx99/282/head -> origin/gh/janeyx99/282/head 2025-08-26T20:05:25.1245646Z * [new branch] gh/janeyx99/282/orig -> origin/gh/janeyx99/282/orig 2025-08-26T20:05:25.1245720Z * [new branch] gh/janeyx99/283/base -> origin/gh/janeyx99/283/base 2025-08-26T20:05:25.1245791Z * [new branch] gh/janeyx99/283/head -> origin/gh/janeyx99/283/head 2025-08-26T20:05:25.1245863Z * [new branch] gh/janeyx99/283/orig -> origin/gh/janeyx99/283/orig 2025-08-26T20:05:25.1245935Z * [new branch] gh/janeyx99/284/base -> origin/gh/janeyx99/284/base 2025-08-26T20:05:25.1246026Z * [new branch] gh/janeyx99/284/head -> origin/gh/janeyx99/284/head 2025-08-26T20:05:25.1248173Z * [new branch] gh/janeyx99/284/orig -> origin/gh/janeyx99/284/orig 2025-08-26T20:05:25.1248314Z * [new branch] gh/janeyx99/285/base -> origin/gh/janeyx99/285/base 2025-08-26T20:05:25.1248440Z * [new branch] gh/janeyx99/285/head -> origin/gh/janeyx99/285/head 2025-08-26T20:05:25.1248564Z * [new branch] gh/janeyx99/285/orig -> origin/gh/janeyx99/285/orig 2025-08-26T20:05:25.1248690Z * [new branch] gh/janeyx99/286/base -> origin/gh/janeyx99/286/base 2025-08-26T20:05:25.1248810Z * [new branch] gh/janeyx99/286/head -> origin/gh/janeyx99/286/head 2025-08-26T20:05:25.1248934Z * [new branch] gh/janeyx99/286/orig -> origin/gh/janeyx99/286/orig 2025-08-26T20:05:25.1249059Z * [new branch] gh/janeyx99/287/base -> origin/gh/janeyx99/287/base 2025-08-26T20:05:25.1249181Z * [new branch] gh/janeyx99/287/head -> origin/gh/janeyx99/287/head 2025-08-26T20:05:25.1249302Z * [new branch] gh/janeyx99/287/orig -> origin/gh/janeyx99/287/orig 2025-08-26T20:05:25.1249426Z * [new branch] gh/janeyx99/288/base -> origin/gh/janeyx99/288/base 2025-08-26T20:05:25.1249550Z * [new branch] gh/janeyx99/288/head -> origin/gh/janeyx99/288/head 2025-08-26T20:05:25.1249761Z * [new branch] gh/janeyx99/288/orig -> origin/gh/janeyx99/288/orig 2025-08-26T20:05:25.1250026Z * [new branch] gh/janeyx99/289/base -> origin/gh/janeyx99/289/base 2025-08-26T20:05:25.1250149Z * [new branch] gh/janeyx99/289/head -> origin/gh/janeyx99/289/head 2025-08-26T20:05:25.1250271Z * [new branch] gh/janeyx99/289/orig -> origin/gh/janeyx99/289/orig 2025-08-26T20:05:25.1250396Z * [new branch] gh/janeyx99/290/base -> origin/gh/janeyx99/290/base 2025-08-26T20:05:25.1250522Z * [new branch] gh/janeyx99/290/head -> origin/gh/janeyx99/290/head 2025-08-26T20:05:25.1250647Z * [new branch] gh/janeyx99/290/orig -> origin/gh/janeyx99/290/orig 2025-08-26T20:05:25.1250849Z * [new branch] gh/janeyx99/291/base -> origin/gh/janeyx99/291/base 2025-08-26T20:05:25.1250972Z * [new branch] gh/janeyx99/291/head -> origin/gh/janeyx99/291/head 2025-08-26T20:05:25.1251087Z * [new branch] gh/janeyx99/291/orig -> origin/gh/janeyx99/291/orig 2025-08-26T20:05:25.1251209Z * [new branch] gh/janeyx99/292/base -> origin/gh/janeyx99/292/base 2025-08-26T20:05:25.1251323Z * [new branch] gh/janeyx99/292/head -> origin/gh/janeyx99/292/head 2025-08-26T20:05:25.1253409Z * [new branch] gh/janeyx99/292/orig -> origin/gh/janeyx99/292/orig 2025-08-26T20:05:25.1253507Z * [new branch] gh/janeyx99/293/base -> origin/gh/janeyx99/293/base 2025-08-26T20:05:25.1253582Z * [new branch] gh/janeyx99/293/head -> origin/gh/janeyx99/293/head 2025-08-26T20:05:25.1253655Z * [new branch] gh/janeyx99/293/orig -> origin/gh/janeyx99/293/orig 2025-08-26T20:05:25.1253734Z * [new branch] gh/janeyx99/294/base -> origin/gh/janeyx99/294/base 2025-08-26T20:05:25.1253808Z * [new branch] gh/janeyx99/294/head -> origin/gh/janeyx99/294/head 2025-08-26T20:05:25.1253885Z * [new branch] gh/janeyx99/294/orig -> origin/gh/janeyx99/294/orig 2025-08-26T20:05:25.1253958Z * [new branch] gh/janeyx99/295/base -> origin/gh/janeyx99/295/base 2025-08-26T20:05:25.1254030Z * [new branch] gh/janeyx99/295/head -> origin/gh/janeyx99/295/head 2025-08-26T20:05:25.1254102Z * [new branch] gh/janeyx99/295/orig -> origin/gh/janeyx99/295/orig 2025-08-26T20:05:25.1254175Z * [new branch] gh/janeyx99/296/base -> origin/gh/janeyx99/296/base 2025-08-26T20:05:25.1254247Z * [new branch] gh/janeyx99/296/head -> origin/gh/janeyx99/296/head 2025-08-26T20:05:25.1254319Z * [new branch] gh/janeyx99/296/orig -> origin/gh/janeyx99/296/orig 2025-08-26T20:05:25.1254395Z * [new branch] gh/janeyx99/297/base -> origin/gh/janeyx99/297/base 2025-08-26T20:05:25.1254466Z * [new branch] gh/janeyx99/297/head -> origin/gh/janeyx99/297/head 2025-08-26T20:05:25.1254540Z * [new branch] gh/janeyx99/297/orig -> origin/gh/janeyx99/297/orig 2025-08-26T20:05:25.1254612Z * [new branch] gh/janeyx99/298/base -> origin/gh/janeyx99/298/base 2025-08-26T20:05:25.1254685Z * [new branch] gh/janeyx99/298/head -> origin/gh/janeyx99/298/head 2025-08-26T20:05:25.1254756Z * [new branch] gh/janeyx99/298/orig -> origin/gh/janeyx99/298/orig 2025-08-26T20:05:25.1254828Z * [new branch] gh/janeyx99/299/base -> origin/gh/janeyx99/299/base 2025-08-26T20:05:25.1254901Z * [new branch] gh/janeyx99/299/head -> origin/gh/janeyx99/299/head 2025-08-26T20:05:25.1254972Z * [new branch] gh/janeyx99/299/orig -> origin/gh/janeyx99/299/orig 2025-08-26T20:05:25.1255047Z * [new branch] gh/janeyx99/300/base -> origin/gh/janeyx99/300/base 2025-08-26T20:05:25.1255119Z * [new branch] gh/janeyx99/300/head -> origin/gh/janeyx99/300/head 2025-08-26T20:05:25.1256630Z * [new branch] gh/janeyx99/300/orig -> origin/gh/janeyx99/300/orig 2025-08-26T20:05:25.1256712Z * [new branch] gh/janeyx99/301/base -> origin/gh/janeyx99/301/base 2025-08-26T20:05:25.1256786Z * [new branch] gh/janeyx99/301/head -> origin/gh/janeyx99/301/head 2025-08-26T20:05:25.1256860Z * [new branch] gh/janeyx99/301/orig -> origin/gh/janeyx99/301/orig 2025-08-26T20:05:25.1256935Z * [new branch] gh/janeyx99/88/base -> origin/gh/janeyx99/88/base 2025-08-26T20:05:25.1257008Z * [new branch] gh/janeyx99/88/head -> origin/gh/janeyx99/88/head 2025-08-26T20:05:25.1257116Z * [new branch] gh/janeyx99/88/orig -> origin/gh/janeyx99/88/orig 2025-08-26T20:05:25.1257190Z * [new branch] gh/jansel/360/base -> origin/gh/jansel/360/base 2025-08-26T20:05:25.1257263Z * [new branch] gh/jansel/360/head -> origin/gh/jansel/360/head 2025-08-26T20:05:25.1257335Z * [new branch] gh/jansel/451/base -> origin/gh/jansel/451/base 2025-08-26T20:05:25.1257405Z * [new branch] gh/jansel/451/head -> origin/gh/jansel/451/head 2025-08-26T20:05:25.1257476Z * [new branch] gh/jansel/451/orig -> origin/gh/jansel/451/orig 2025-08-26T20:05:25.1257546Z * [new branch] gh/jansel/462/base -> origin/gh/jansel/462/base 2025-08-26T20:05:25.1257616Z * [new branch] gh/jansel/462/head -> origin/gh/jansel/462/head 2025-08-26T20:05:25.1257686Z * [new branch] gh/jansel/462/orig -> origin/gh/jansel/462/orig 2025-08-26T20:05:25.1257758Z * [new branch] gh/jansel/531/base -> origin/gh/jansel/531/base 2025-08-26T20:05:25.1257828Z * [new branch] gh/jansel/531/head -> origin/gh/jansel/531/head 2025-08-26T20:05:25.1257899Z * [new branch] gh/jansel/531/orig -> origin/gh/jansel/531/orig 2025-08-26T20:05:25.1257971Z * [new branch] gh/jansel/534/base -> origin/gh/jansel/534/base 2025-08-26T20:05:25.1258040Z * [new branch] gh/jansel/534/head -> origin/gh/jansel/534/head 2025-08-26T20:05:25.1258111Z * [new branch] gh/jansel/534/orig -> origin/gh/jansel/534/orig 2025-08-26T20:05:25.1258199Z * [new branch] gh/jbschlosser/208/head -> origin/gh/jbschlosser/208/head 2025-08-26T20:05:25.1258280Z * [new branch] gh/jbschlosser/239/base -> origin/gh/jbschlosser/239/base 2025-08-26T20:05:25.1258360Z * [new branch] gh/jbschlosser/239/head -> origin/gh/jbschlosser/239/head 2025-08-26T20:05:25.1260245Z * [new branch] gh/jbschlosser/239/orig -> origin/gh/jbschlosser/239/orig 2025-08-26T20:05:25.1260411Z * [new branch] gh/jbschlosser/247/base -> origin/gh/jbschlosser/247/base 2025-08-26T20:05:25.1260549Z * [new branch] gh/jbschlosser/247/head -> origin/gh/jbschlosser/247/head 2025-08-26T20:05:25.1260684Z * [new branch] gh/jbschlosser/247/orig -> origin/gh/jbschlosser/247/orig 2025-08-26T20:05:25.1260814Z * [new branch] gh/jbschlosser/248/base -> origin/gh/jbschlosser/248/base 2025-08-26T20:05:25.1260946Z * [new branch] gh/jbschlosser/248/head -> origin/gh/jbschlosser/248/head 2025-08-26T20:05:25.1261080Z * [new branch] gh/jbschlosser/248/orig -> origin/gh/jbschlosser/248/orig 2025-08-26T20:05:25.1261209Z * [new branch] gh/jbschlosser/250/base -> origin/gh/jbschlosser/250/base 2025-08-26T20:05:25.1261337Z * [new branch] gh/jbschlosser/250/head -> origin/gh/jbschlosser/250/head 2025-08-26T20:05:25.1261471Z * [new branch] gh/jbschlosser/250/orig -> origin/gh/jbschlosser/250/orig 2025-08-26T20:05:25.1261599Z * [new branch] gh/jiayisunx/57/base -> origin/gh/jiayisunx/57/base 2025-08-26T20:05:25.1261861Z * [new branch] gh/jiayisunx/57/head -> origin/gh/jiayisunx/57/head 2025-08-26T20:05:25.1261986Z * [new branch] gh/jiayisunx/57/orig -> origin/gh/jiayisunx/57/orig 2025-08-26T20:05:25.1262108Z * [new branch] gh/jiayisunx/59/base -> origin/gh/jiayisunx/59/base 2025-08-26T20:05:25.1262236Z * [new branch] gh/jiayisunx/59/head -> origin/gh/jiayisunx/59/head 2025-08-26T20:05:25.1262358Z * [new branch] gh/jiayisunx/59/orig -> origin/gh/jiayisunx/59/orig 2025-08-26T20:05:25.1262477Z * [new branch] gh/jiayisunx/61/base -> origin/gh/jiayisunx/61/base 2025-08-26T20:05:25.1262689Z * [new branch] gh/jiayisunx/61/head -> origin/gh/jiayisunx/61/head 2025-08-26T20:05:25.1262809Z * [new branch] gh/jiayisunx/61/orig -> origin/gh/jiayisunx/61/orig 2025-08-26T20:05:25.1262927Z * [new branch] gh/jiayisunx/64/base -> origin/gh/jiayisunx/64/base 2025-08-26T20:05:25.1263051Z * [new branch] gh/jiayisunx/64/head -> origin/gh/jiayisunx/64/head 2025-08-26T20:05:25.1263179Z * [new branch] gh/jiayisunx/64/orig -> origin/gh/jiayisunx/64/orig 2025-08-26T20:05:25.1263298Z * [new branch] gh/jiayisunx/65/base -> origin/gh/jiayisunx/65/base 2025-08-26T20:05:25.1263419Z * [new branch] gh/jiayisunx/65/head -> origin/gh/jiayisunx/65/head 2025-08-26T20:05:25.1266067Z * [new branch] gh/jiayisunx/65/orig -> origin/gh/jiayisunx/65/orig 2025-08-26T20:05:25.1266224Z * [new branch] gh/jiayisunx/66/base -> origin/gh/jiayisunx/66/base 2025-08-26T20:05:25.1266358Z * [new branch] gh/jiayisunx/66/head -> origin/gh/jiayisunx/66/head 2025-08-26T20:05:25.1266484Z * [new branch] gh/jiayisunx/66/orig -> origin/gh/jiayisunx/66/orig 2025-08-26T20:05:25.1266619Z * [new branch] gh/jiayisunx/67/base -> origin/gh/jiayisunx/67/base 2025-08-26T20:05:25.1266751Z * [new branch] gh/jiayisunx/67/head -> origin/gh/jiayisunx/67/head 2025-08-26T20:05:25.1266878Z * [new branch] gh/jiayisunx/67/orig -> origin/gh/jiayisunx/67/orig 2025-08-26T20:05:25.1267008Z * [new branch] gh/jiayisunx/68/base -> origin/gh/jiayisunx/68/base 2025-08-26T20:05:25.1267137Z * [new branch] gh/jiayisunx/68/head -> origin/gh/jiayisunx/68/head 2025-08-26T20:05:25.1267261Z * [new branch] gh/jiayisunx/68/orig -> origin/gh/jiayisunx/68/orig 2025-08-26T20:05:25.1267388Z * [new branch] gh/jiayisunx/69/base -> origin/gh/jiayisunx/69/base 2025-08-26T20:05:25.1267517Z * [new branch] gh/jiayisunx/69/head -> origin/gh/jiayisunx/69/head 2025-08-26T20:05:25.1267648Z * [new branch] gh/jiayisunx/69/orig -> origin/gh/jiayisunx/69/orig 2025-08-26T20:05:25.1267776Z * [new branch] gh/jiayisunx/70/base -> origin/gh/jiayisunx/70/base 2025-08-26T20:05:25.1267902Z * [new branch] gh/jiayisunx/70/head -> origin/gh/jiayisunx/70/head 2025-08-26T20:05:25.1268029Z * [new branch] gh/jiayisunx/70/orig -> origin/gh/jiayisunx/70/orig 2025-08-26T20:05:25.1268167Z * [new branch] gh/jjwu@meta.com/1/base -> origin/gh/jjwu@meta.com/1/base 2025-08-26T20:05:25.1268296Z * [new branch] gh/jjwu@meta.com/1/head -> origin/gh/jjwu@meta.com/1/head 2025-08-26T20:05:25.1268436Z * [new branch] gh/justinchuby/111/base -> origin/gh/justinchuby/111/base 2025-08-26T20:05:25.1268579Z * [new branch] gh/justinchuby/111/head -> origin/gh/justinchuby/111/head 2025-08-26T20:05:25.1268716Z * [new branch] gh/justinchuby/111/orig -> origin/gh/justinchuby/111/orig 2025-08-26T20:05:25.1268952Z * [new branch] gh/justinchuby/112/base -> origin/gh/justinchuby/112/base 2025-08-26T20:05:25.1269187Z * [new branch] gh/justinchuby/112/head -> origin/gh/justinchuby/112/head 2025-08-26T20:05:25.1269320Z * [new branch] gh/justinchuby/112/orig -> origin/gh/justinchuby/112/orig 2025-08-26T20:05:25.1269453Z * [new branch] gh/justinchuby/113/base -> origin/gh/justinchuby/113/base 2025-08-26T20:05:25.1272297Z * [new branch] gh/justinchuby/113/head -> origin/gh/justinchuby/113/head 2025-08-26T20:05:25.1272443Z * [new branch] gh/justinchuby/113/orig -> origin/gh/justinchuby/113/orig 2025-08-26T20:05:25.1272579Z * [new branch] gh/justinchuby/114/base -> origin/gh/justinchuby/114/base 2025-08-26T20:05:25.1272892Z * [new branch] gh/justinchuby/114/head -> origin/gh/justinchuby/114/head 2025-08-26T20:05:25.1273031Z * [new branch] gh/justinchuby/114/orig -> origin/gh/justinchuby/114/orig 2025-08-26T20:05:25.1273172Z * [new branch] gh/karthickai/1/base -> origin/gh/karthickai/1/base 2025-08-26T20:05:25.1273303Z * [new branch] gh/karthickai/1/head -> origin/gh/karthickai/1/head 2025-08-26T20:05:25.1273434Z * [new branch] gh/karthickai/1/orig -> origin/gh/karthickai/1/orig 2025-08-26T20:05:25.1273565Z * [new branch] gh/karthickai/2/base -> origin/gh/karthickai/2/base 2025-08-26T20:05:25.1273695Z * [new branch] gh/karthickai/2/head -> origin/gh/karthickai/2/head 2025-08-26T20:05:25.1273817Z * [new branch] gh/karthickai/2/orig -> origin/gh/karthickai/2/orig 2025-08-26T20:05:25.1273953Z * [new branch] gh/kurtamohler/32/base -> origin/gh/kurtamohler/32/base 2025-08-26T20:05:25.1274098Z * [new branch] gh/kurtamohler/32/head -> origin/gh/kurtamohler/32/head 2025-08-26T20:05:25.1274231Z * [new branch] gh/kurtamohler/32/orig -> origin/gh/kurtamohler/32/orig 2025-08-26T20:05:25.1274366Z * [new branch] gh/kurtamohler/33/base -> origin/gh/kurtamohler/33/base 2025-08-26T20:05:25.1274502Z * [new branch] gh/kurtamohler/33/head -> origin/gh/kurtamohler/33/head 2025-08-26T20:05:25.1274635Z * [new branch] gh/kurtamohler/33/orig -> origin/gh/kurtamohler/33/orig 2025-08-26T20:05:25.1274766Z * [new branch] gh/kurtamohler/34/base -> origin/gh/kurtamohler/34/base 2025-08-26T20:05:25.1274904Z * [new branch] gh/kurtamohler/34/head -> origin/gh/kurtamohler/34/head 2025-08-26T20:05:25.1275037Z * [new branch] gh/kurtamohler/34/orig -> origin/gh/kurtamohler/34/orig 2025-08-26T20:05:25.1275171Z * [new branch] gh/kurtamohler/41/base -> origin/gh/kurtamohler/41/base 2025-08-26T20:05:25.1275301Z * [new branch] gh/kurtamohler/41/head -> origin/gh/kurtamohler/41/head 2025-08-26T20:05:25.1275437Z * [new branch] gh/kurtamohler/41/orig -> origin/gh/kurtamohler/41/orig 2025-08-26T20:05:25.1275576Z * [new branch] gh/kurtamohler/42/base -> origin/gh/kurtamohler/42/base 2025-08-26T20:05:25.1278172Z * [new branch] gh/kurtamohler/42/head -> origin/gh/kurtamohler/42/head 2025-08-26T20:05:25.1278349Z * [new branch] gh/kurtamohler/42/orig -> origin/gh/kurtamohler/42/orig 2025-08-26T20:05:25.1278482Z * [new branch] gh/kurtamohler/43/base -> origin/gh/kurtamohler/43/base 2025-08-26T20:05:25.1278618Z * [new branch] gh/kurtamohler/43/head -> origin/gh/kurtamohler/43/head 2025-08-26T20:05:25.1278747Z * [new branch] gh/kurtamohler/43/orig -> origin/gh/kurtamohler/43/orig 2025-08-26T20:05:25.1278884Z * [new branch] gh/kurtamohler/44/base -> origin/gh/kurtamohler/44/base 2025-08-26T20:05:25.1279018Z * [new branch] gh/kurtamohler/44/head -> origin/gh/kurtamohler/44/head 2025-08-26T20:05:25.1279296Z * [new branch] gh/kurtamohler/44/orig -> origin/gh/kurtamohler/44/orig 2025-08-26T20:05:25.1279433Z * [new branch] gh/kurtamohler/45/base -> origin/gh/kurtamohler/45/base 2025-08-26T20:05:25.1279564Z * [new branch] gh/kurtamohler/45/head -> origin/gh/kurtamohler/45/head 2025-08-26T20:05:25.1279804Z * [new branch] gh/kurtamohler/45/orig -> origin/gh/kurtamohler/45/orig 2025-08-26T20:05:25.1279940Z * [new branch] gh/kurtamohler/46/base -> origin/gh/kurtamohler/46/base 2025-08-26T20:05:25.1280072Z * [new branch] gh/kurtamohler/46/head -> origin/gh/kurtamohler/46/head 2025-08-26T20:05:25.1280205Z * [new branch] gh/kurtamohler/46/orig -> origin/gh/kurtamohler/46/orig 2025-08-26T20:05:25.1280438Z * [new branch] gh/kurtamohler/47/base -> origin/gh/kurtamohler/47/base 2025-08-26T20:05:25.1280575Z * [new branch] gh/kurtamohler/47/head -> origin/gh/kurtamohler/47/head 2025-08-26T20:05:25.1280715Z * [new branch] gh/kurtamohler/47/orig -> origin/gh/kurtamohler/47/orig 2025-08-26T20:05:25.1280852Z * [new branch] gh/kurtamohler/48/base -> origin/gh/kurtamohler/48/base 2025-08-26T20:05:25.1280986Z * [new branch] gh/kurtamohler/48/head -> origin/gh/kurtamohler/48/head 2025-08-26T20:05:25.1281119Z * [new branch] gh/kurtamohler/48/orig -> origin/gh/kurtamohler/48/orig 2025-08-26T20:05:25.1281244Z * [new branch] gh/kwen2501/130/base -> origin/gh/kwen2501/130/base 2025-08-26T20:05:25.1281367Z * [new branch] gh/kwen2501/130/head -> origin/gh/kwen2501/130/head 2025-08-26T20:05:25.1281493Z * [new branch] gh/kwen2501/130/orig -> origin/gh/kwen2501/130/orig 2025-08-26T20:05:25.1281617Z * [new branch] gh/kwen2501/142/base -> origin/gh/kwen2501/142/base 2025-08-26T20:05:25.1284171Z * [new branch] gh/kwen2501/142/head -> origin/gh/kwen2501/142/head 2025-08-26T20:05:25.1284315Z * [new branch] gh/kwen2501/142/orig -> origin/gh/kwen2501/142/orig 2025-08-26T20:05:25.1284439Z * [new branch] gh/kwen2501/15/base -> origin/gh/kwen2501/15/base 2025-08-26T20:05:25.1284560Z * [new branch] gh/kwen2501/15/head -> origin/gh/kwen2501/15/head 2025-08-26T20:05:25.1284681Z * [new branch] gh/kwen2501/156/base -> origin/gh/kwen2501/156/base 2025-08-26T20:05:25.1284795Z * [new branch] gh/kwen2501/156/head -> origin/gh/kwen2501/156/head 2025-08-26T20:05:25.1284912Z * [new branch] gh/kwen2501/156/orig -> origin/gh/kwen2501/156/orig 2025-08-26T20:05:25.1285038Z * [new branch] gh/kwen2501/170/base -> origin/gh/kwen2501/170/base 2025-08-26T20:05:25.1285156Z * [new branch] gh/kwen2501/170/head -> origin/gh/kwen2501/170/head 2025-08-26T20:05:25.1285278Z * [new branch] gh/kwen2501/186/base -> origin/gh/kwen2501/186/base 2025-08-26T20:05:25.1285397Z * [new branch] gh/kwen2501/186/head -> origin/gh/kwen2501/186/head 2025-08-26T20:05:25.1285514Z * [new branch] gh/kwen2501/186/orig -> origin/gh/kwen2501/186/orig 2025-08-26T20:05:25.1285634Z * [new branch] gh/kwen2501/187/base -> origin/gh/kwen2501/187/base 2025-08-26T20:05:25.1285747Z * [new branch] gh/kwen2501/187/head -> origin/gh/kwen2501/187/head 2025-08-26T20:05:25.1285860Z * [new branch] gh/kwen2501/187/orig -> origin/gh/kwen2501/187/orig 2025-08-26T20:05:25.1285965Z * [new branch] gh/kwen2501/188/base -> origin/gh/kwen2501/188/base 2025-08-26T20:05:25.1286043Z * [new branch] gh/kwen2501/188/head -> origin/gh/kwen2501/188/head 2025-08-26T20:05:25.1286116Z * [new branch] gh/kwen2501/188/orig -> origin/gh/kwen2501/188/orig 2025-08-26T20:05:25.1286308Z * [new branch] gh/kwen2501/194/base -> origin/gh/kwen2501/194/base 2025-08-26T20:05:25.1286379Z * [new branch] gh/kwen2501/194/head -> origin/gh/kwen2501/194/head 2025-08-26T20:05:25.1286452Z * [new branch] gh/kwen2501/194/orig -> origin/gh/kwen2501/194/orig 2025-08-26T20:05:25.1286523Z * [new branch] gh/kwen2501/199/base -> origin/gh/kwen2501/199/base 2025-08-26T20:05:25.1286593Z * [new branch] gh/kwen2501/199/head -> origin/gh/kwen2501/199/head 2025-08-26T20:05:25.1286665Z * [new branch] gh/kwen2501/199/orig -> origin/gh/kwen2501/199/orig 2025-08-26T20:05:25.1288613Z * [new branch] gh/kwen2501/200/base -> origin/gh/kwen2501/200/base 2025-08-26T20:05:25.1288747Z * [new branch] gh/kwen2501/200/head -> origin/gh/kwen2501/200/head 2025-08-26T20:05:25.1288877Z * [new branch] gh/kwen2501/200/orig -> origin/gh/kwen2501/200/orig 2025-08-26T20:05:25.1289003Z * [new branch] gh/kwen2501/201/base -> origin/gh/kwen2501/201/base 2025-08-26T20:05:25.1289119Z * [new branch] gh/kwen2501/201/head -> origin/gh/kwen2501/201/head 2025-08-26T20:05:25.1289239Z * [new branch] gh/kwen2501/201/orig -> origin/gh/kwen2501/201/orig 2025-08-26T20:05:25.1289365Z * [new branch] gh/kwen2501/202/base -> origin/gh/kwen2501/202/base 2025-08-26T20:05:25.1289484Z * [new branch] gh/kwen2501/202/head -> origin/gh/kwen2501/202/head 2025-08-26T20:05:25.1289612Z * [new branch] gh/kwen2501/202/orig -> origin/gh/kwen2501/202/orig 2025-08-26T20:05:25.1289834Z * [new branch] gh/kwen2501/203/base -> origin/gh/kwen2501/203/base 2025-08-26T20:05:25.1289948Z * [new branch] gh/kwen2501/203/head -> origin/gh/kwen2501/203/head 2025-08-26T20:05:25.1290067Z * [new branch] gh/kwen2501/203/orig -> origin/gh/kwen2501/203/orig 2025-08-26T20:05:25.1290157Z * [new branch] gh/kwen2501/204/base -> origin/gh/kwen2501/204/base 2025-08-26T20:05:25.1290229Z * [new branch] gh/kwen2501/204/head -> origin/gh/kwen2501/204/head 2025-08-26T20:05:25.1290301Z * [new branch] gh/kwen2501/204/orig -> origin/gh/kwen2501/204/orig 2025-08-26T20:05:25.1290373Z * [new branch] gh/kwen2501/205/base -> origin/gh/kwen2501/205/base 2025-08-26T20:05:25.1290444Z * [new branch] gh/kwen2501/205/head -> origin/gh/kwen2501/205/head 2025-08-26T20:05:25.1290517Z * [new branch] gh/kwen2501/205/orig -> origin/gh/kwen2501/205/orig 2025-08-26T20:05:25.1290593Z * [new branch] gh/kwen2501/206/base -> origin/gh/kwen2501/206/base 2025-08-26T20:05:25.1290664Z * [new branch] gh/kwen2501/206/head -> origin/gh/kwen2501/206/head 2025-08-26T20:05:25.1290737Z * [new branch] gh/kwen2501/206/orig -> origin/gh/kwen2501/206/orig 2025-08-26T20:05:25.1290809Z * [new branch] gh/kwen2501/207/base -> origin/gh/kwen2501/207/base 2025-08-26T20:05:25.1290880Z * [new branch] gh/kwen2501/207/head -> origin/gh/kwen2501/207/head 2025-08-26T20:05:25.1290952Z * [new branch] gh/kwen2501/207/orig -> origin/gh/kwen2501/207/orig 2025-08-26T20:05:25.1292573Z * [new branch] gh/kwen2501/208/base -> origin/gh/kwen2501/208/base 2025-08-26T20:05:25.1292658Z * [new branch] gh/kwen2501/208/head -> origin/gh/kwen2501/208/head 2025-08-26T20:05:25.1292731Z * [new branch] gh/kwen2501/208/orig -> origin/gh/kwen2501/208/orig 2025-08-26T20:05:25.1292805Z * [new branch] gh/kwen2501/209/base -> origin/gh/kwen2501/209/base 2025-08-26T20:05:25.1292875Z * [new branch] gh/kwen2501/209/head -> origin/gh/kwen2501/209/head 2025-08-26T20:05:25.1293072Z * [new branch] gh/kwen2501/209/orig -> origin/gh/kwen2501/209/orig 2025-08-26T20:05:25.1293145Z * [new branch] gh/kwen2501/210/base -> origin/gh/kwen2501/210/base 2025-08-26T20:05:25.1293216Z * [new branch] gh/kwen2501/210/head -> origin/gh/kwen2501/210/head 2025-08-26T20:05:25.1293288Z * [new branch] gh/kwen2501/210/orig -> origin/gh/kwen2501/210/orig 2025-08-26T20:05:25.1293359Z * [new branch] gh/kwen2501/211/base -> origin/gh/kwen2501/211/base 2025-08-26T20:05:25.1293430Z * [new branch] gh/kwen2501/211/head -> origin/gh/kwen2501/211/head 2025-08-26T20:05:25.1293559Z * [new branch] gh/kwen2501/212/base -> origin/gh/kwen2501/212/base 2025-08-26T20:05:25.1293632Z * [new branch] gh/kwen2501/212/head -> origin/gh/kwen2501/212/head 2025-08-26T20:05:25.1293702Z * [new branch] gh/kwen2501/212/orig -> origin/gh/kwen2501/212/orig 2025-08-26T20:05:25.1293776Z * [new branch] gh/kwen2501/213/base -> origin/gh/kwen2501/213/base 2025-08-26T20:05:25.1293848Z * [new branch] gh/kwen2501/213/head -> origin/gh/kwen2501/213/head 2025-08-26T20:05:25.1293919Z * [new branch] gh/kwen2501/213/orig -> origin/gh/kwen2501/213/orig 2025-08-26T20:05:25.1293989Z * [new branch] gh/kwen2501/214/base -> origin/gh/kwen2501/214/base 2025-08-26T20:05:25.1294063Z * [new branch] gh/kwen2501/214/head -> origin/gh/kwen2501/214/head 2025-08-26T20:05:25.1294134Z * [new branch] gh/kwen2501/214/orig -> origin/gh/kwen2501/214/orig 2025-08-26T20:05:25.1294207Z * [new branch] gh/kwen2501/215/base -> origin/gh/kwen2501/215/base 2025-08-26T20:05:25.1294279Z * [new branch] gh/kwen2501/215/head -> origin/gh/kwen2501/215/head 2025-08-26T20:05:25.1294351Z * [new branch] gh/kwen2501/215/orig -> origin/gh/kwen2501/215/orig 2025-08-26T20:05:25.1294422Z * [new branch] gh/kwen2501/216/base -> origin/gh/kwen2501/216/base 2025-08-26T20:05:25.1295820Z * [new branch] gh/kwen2501/216/head -> origin/gh/kwen2501/216/head 2025-08-26T20:05:25.1295901Z * [new branch] gh/kwen2501/216/orig -> origin/gh/kwen2501/216/orig 2025-08-26T20:05:25.1296000Z * [new branch] gh/kwen2501/217/base -> origin/gh/kwen2501/217/base 2025-08-26T20:05:25.1296113Z * [new branch] gh/kwen2501/217/head -> origin/gh/kwen2501/217/head 2025-08-26T20:05:25.1296222Z * [new branch] gh/kwen2501/217/orig -> origin/gh/kwen2501/217/orig 2025-08-26T20:05:25.1296339Z * [new branch] gh/kwen2501/218/base -> origin/gh/kwen2501/218/base 2025-08-26T20:05:25.1296455Z * [new branch] gh/kwen2501/218/head -> origin/gh/kwen2501/218/head 2025-08-26T20:05:25.1296574Z * [new branch] gh/kwen2501/218/orig -> origin/gh/kwen2501/218/orig 2025-08-26T20:05:25.1296702Z * [new branch] gh/laithsakka/156/base -> origin/gh/laithsakka/156/base 2025-08-26T20:05:25.1296829Z * [new branch] gh/laithsakka/156/head -> origin/gh/laithsakka/156/head 2025-08-26T20:05:25.1296955Z * [new branch] gh/laithsakka/156/orig -> origin/gh/laithsakka/156/orig 2025-08-26T20:05:25.1297077Z * [new branch] gh/laithsakka/160/base -> origin/gh/laithsakka/160/base 2025-08-26T20:05:25.1297201Z * [new branch] gh/laithsakka/160/head -> origin/gh/laithsakka/160/head 2025-08-26T20:05:25.1297329Z * [new branch] gh/laithsakka/160/orig -> origin/gh/laithsakka/160/orig 2025-08-26T20:05:25.1297462Z * [new branch] gh/laithsakka/178/base -> origin/gh/laithsakka/178/base 2025-08-26T20:05:25.1297589Z * [new branch] gh/laithsakka/178/head -> origin/gh/laithsakka/178/head 2025-08-26T20:05:25.1297802Z * [new branch] gh/laithsakka/178/orig -> origin/gh/laithsakka/178/orig 2025-08-26T20:05:25.1297934Z * [new branch] gh/laithsakka/191/base -> origin/gh/laithsakka/191/base 2025-08-26T20:05:25.1298058Z * [new branch] gh/laithsakka/191/head -> origin/gh/laithsakka/191/head 2025-08-26T20:05:25.1298182Z * [new branch] gh/laithsakka/191/orig -> origin/gh/laithsakka/191/orig 2025-08-26T20:05:25.1298304Z * [new branch] gh/laithsakka/237/base -> origin/gh/laithsakka/237/base 2025-08-26T20:05:25.1298425Z * [new branch] gh/laithsakka/237/head -> origin/gh/laithsakka/237/head 2025-08-26T20:05:25.1298619Z * [new branch] gh/laithsakka/237/orig -> origin/gh/laithsakka/237/orig 2025-08-26T20:05:25.1298750Z * [new branch] gh/laithsakka/238/base -> origin/gh/laithsakka/238/base 2025-08-26T20:05:25.1298881Z * [new branch] gh/laithsakka/238/head -> origin/gh/laithsakka/238/head 2025-08-26T20:05:25.1300988Z * [new branch] gh/laithsakka/238/orig -> origin/gh/laithsakka/238/orig 2025-08-26T20:05:25.1301075Z * [new branch] gh/laithsakka/248/base -> origin/gh/laithsakka/248/base 2025-08-26T20:05:25.1301152Z * [new branch] gh/laithsakka/248/head -> origin/gh/laithsakka/248/head 2025-08-26T20:05:25.1301230Z * [new branch] gh/laithsakka/248/orig -> origin/gh/laithsakka/248/orig 2025-08-26T20:05:25.1301306Z * [new branch] gh/laithsakka/249/base -> origin/gh/laithsakka/249/base 2025-08-26T20:05:25.1301382Z * [new branch] gh/laithsakka/249/head -> origin/gh/laithsakka/249/head 2025-08-26T20:05:25.1301465Z * [new branch] gh/laithsakka/249/orig -> origin/gh/laithsakka/249/orig 2025-08-26T20:05:25.1301541Z * [new branch] gh/laithsakka/250/base -> origin/gh/laithsakka/250/base 2025-08-26T20:05:25.1301621Z * [new branch] gh/laithsakka/250/head -> origin/gh/laithsakka/250/head 2025-08-26T20:05:25.1301700Z * [new branch] gh/laithsakka/250/orig -> origin/gh/laithsakka/250/orig 2025-08-26T20:05:25.1301778Z * [new branch] gh/laithsakka/251/base -> origin/gh/laithsakka/251/base 2025-08-26T20:05:25.1301854Z * [new branch] gh/laithsakka/251/head -> origin/gh/laithsakka/251/head 2025-08-26T20:05:25.1301931Z * [new branch] gh/laithsakka/251/orig -> origin/gh/laithsakka/251/orig 2025-08-26T20:05:25.1302007Z * [new branch] gh/laithsakka/252/base -> origin/gh/laithsakka/252/base 2025-08-26T20:05:25.1302087Z * [new branch] gh/laithsakka/252/head -> origin/gh/laithsakka/252/head 2025-08-26T20:05:25.1302164Z * [new branch] gh/laithsakka/252/orig -> origin/gh/laithsakka/252/orig 2025-08-26T20:05:25.1302241Z * [new branch] gh/laithsakka/253/base -> origin/gh/laithsakka/253/base 2025-08-26T20:05:25.1302320Z * [new branch] gh/laithsakka/253/head -> origin/gh/laithsakka/253/head 2025-08-26T20:05:25.1302398Z * [new branch] gh/laithsakka/253/orig -> origin/gh/laithsakka/253/orig 2025-08-26T20:05:25.1302474Z * [new branch] gh/laithsakka/254/base -> origin/gh/laithsakka/254/base 2025-08-26T20:05:25.1302551Z * [new branch] gh/laithsakka/254/head -> origin/gh/laithsakka/254/head 2025-08-26T20:05:25.1302627Z * [new branch] gh/laithsakka/254/orig -> origin/gh/laithsakka/254/orig 2025-08-26T20:05:25.1302706Z * [new branch] gh/laithsakka/255/base -> origin/gh/laithsakka/255/base 2025-08-26T20:05:25.1302786Z * [new branch] gh/laithsakka/255/head -> origin/gh/laithsakka/255/head 2025-08-26T20:05:25.1304201Z * [new branch] gh/laithsakka/255/orig -> origin/gh/laithsakka/255/orig 2025-08-26T20:05:25.1304383Z * [new branch] gh/laithsakka/256/base -> origin/gh/laithsakka/256/base 2025-08-26T20:05:25.1304461Z * [new branch] gh/laithsakka/256/head -> origin/gh/laithsakka/256/head 2025-08-26T20:05:25.1304539Z * [new branch] gh/laithsakka/256/orig -> origin/gh/laithsakka/256/orig 2025-08-26T20:05:25.1304617Z * [new branch] gh/laithsakka/257/base -> origin/gh/laithsakka/257/base 2025-08-26T20:05:25.1304693Z * [new branch] gh/laithsakka/257/head -> origin/gh/laithsakka/257/head 2025-08-26T20:05:25.1304769Z * [new branch] gh/laithsakka/257/orig -> origin/gh/laithsakka/257/orig 2025-08-26T20:05:25.1304847Z * [new branch] gh/laithsakka/258/base -> origin/gh/laithsakka/258/base 2025-08-26T20:05:25.1304987Z * [new branch] gh/laithsakka/258/head -> origin/gh/laithsakka/258/head 2025-08-26T20:05:25.1305063Z * [new branch] gh/laithsakka/258/orig -> origin/gh/laithsakka/258/orig 2025-08-26T20:05:25.1305142Z * [new branch] gh/laithsakka/259/base -> origin/gh/laithsakka/259/base 2025-08-26T20:05:25.1305218Z * [new branch] gh/laithsakka/259/head -> origin/gh/laithsakka/259/head 2025-08-26T20:05:25.1305295Z * [new branch] gh/laithsakka/259/orig -> origin/gh/laithsakka/259/orig 2025-08-26T20:05:25.1305372Z * [new branch] gh/laithsakka/260/base -> origin/gh/laithsakka/260/base 2025-08-26T20:05:25.1305448Z * [new branch] gh/laithsakka/260/head -> origin/gh/laithsakka/260/head 2025-08-26T20:05:25.1305524Z * [new branch] gh/laithsakka/260/orig -> origin/gh/laithsakka/260/orig 2025-08-26T20:05:25.1305603Z * [new branch] gh/laithsakka/261/base -> origin/gh/laithsakka/261/base 2025-08-26T20:05:25.1305680Z * [new branch] gh/laithsakka/261/head -> origin/gh/laithsakka/261/head 2025-08-26T20:05:25.1305758Z * [new branch] gh/laithsakka/261/orig -> origin/gh/laithsakka/261/orig 2025-08-26T20:05:25.1305836Z * [new branch] gh/laithsakka/262/base -> origin/gh/laithsakka/262/base 2025-08-26T20:05:25.1305913Z * [new branch] gh/laithsakka/262/head -> origin/gh/laithsakka/262/head 2025-08-26T20:05:25.1305989Z * [new branch] gh/laithsakka/262/orig -> origin/gh/laithsakka/262/orig 2025-08-26T20:05:25.1306067Z * [new branch] gh/laithsakka/263/base -> origin/gh/laithsakka/263/base 2025-08-26T20:05:25.1306151Z * [new branch] gh/laithsakka/263/head -> origin/gh/laithsakka/263/head 2025-08-26T20:05:25.1308269Z * [new branch] gh/laithsakka/263/orig -> origin/gh/laithsakka/263/orig 2025-08-26T20:05:25.1308427Z * [new branch] gh/laithsakka/28/base -> origin/gh/laithsakka/28/base 2025-08-26T20:05:25.1308551Z * [new branch] gh/laithsakka/29/base -> origin/gh/laithsakka/29/base 2025-08-26T20:05:25.1308678Z * [new branch] gh/laithsakka/30/base -> origin/gh/laithsakka/30/base 2025-08-26T20:05:25.1308883Z * [new branch] gh/laithsakka/30/head -> origin/gh/laithsakka/30/head 2025-08-26T20:05:25.1309006Z * [new branch] gh/laithsakka/31/base -> origin/gh/laithsakka/31/base 2025-08-26T20:05:25.1309125Z * [new branch] gh/laithsakka/31/head -> origin/gh/laithsakka/31/head 2025-08-26T20:05:25.1309250Z * [new branch] gh/laithsakka/32/base -> origin/gh/laithsakka/32/base 2025-08-26T20:05:25.1309373Z * [new branch] gh/laithsakka/32/head -> origin/gh/laithsakka/32/head 2025-08-26T20:05:25.1309502Z * [new branch] gh/lucaskabela/1/base -> origin/gh/lucaskabela/1/base 2025-08-26T20:05:25.1309627Z * [new branch] gh/lucaskabela/1/head -> origin/gh/lucaskabela/1/head 2025-08-26T20:05:25.1309849Z * [new branch] gh/lucaskabela/10/base -> origin/gh/lucaskabela/10/base 2025-08-26T20:05:25.1310096Z * [new branch] gh/lucaskabela/10/head -> origin/gh/lucaskabela/10/head 2025-08-26T20:05:25.1310222Z * [new branch] gh/lucaskabela/10/orig -> origin/gh/lucaskabela/10/orig 2025-08-26T20:05:25.1310349Z * [new branch] gh/lucaskabela/11/base -> origin/gh/lucaskabela/11/base 2025-08-26T20:05:25.1310474Z * [new branch] gh/lucaskabela/11/head -> origin/gh/lucaskabela/11/head 2025-08-26T20:05:25.1310603Z * [new branch] gh/lucaskabela/11/orig -> origin/gh/lucaskabela/11/orig 2025-08-26T20:05:25.1310730Z * [new branch] gh/lucaskabela/12/base -> origin/gh/lucaskabela/12/base 2025-08-26T20:05:25.1310932Z * [new branch] gh/lucaskabela/12/head -> origin/gh/lucaskabela/12/head 2025-08-26T20:05:25.1311060Z * [new branch] gh/lucaskabela/12/orig -> origin/gh/lucaskabela/12/orig 2025-08-26T20:05:25.1311200Z * [new branch] gh/lucaskabela/13/base -> origin/gh/lucaskabela/13/base 2025-08-26T20:05:25.1311331Z * [new branch] gh/lucaskabela/13/head -> origin/gh/lucaskabela/13/head 2025-08-26T20:05:25.1311477Z * [new branch] gh/lucaskabela/13/orig -> origin/gh/lucaskabela/13/orig 2025-08-26T20:05:25.1311624Z * [new branch] gh/lucaskabela/14/base -> origin/gh/lucaskabela/14/base 2025-08-26T20:05:25.1314212Z * [new branch] gh/lucaskabela/14/head -> origin/gh/lucaskabela/14/head 2025-08-26T20:05:25.1314390Z * [new branch] gh/lucaskabela/14/orig -> origin/gh/lucaskabela/14/orig 2025-08-26T20:05:25.1314532Z * [new branch] gh/lucaskabela/15/base -> origin/gh/lucaskabela/15/base 2025-08-26T20:05:25.1314673Z * [new branch] gh/lucaskabela/15/head -> origin/gh/lucaskabela/15/head 2025-08-26T20:05:25.1314808Z * [new branch] gh/lucaskabela/15/orig -> origin/gh/lucaskabela/15/orig 2025-08-26T20:05:25.1314952Z * [new branch] gh/lucaskabela/16/base -> origin/gh/lucaskabela/16/base 2025-08-26T20:05:25.1315086Z * [new branch] gh/lucaskabela/16/head -> origin/gh/lucaskabela/16/head 2025-08-26T20:05:25.1315220Z * [new branch] gh/lucaskabela/16/orig -> origin/gh/lucaskabela/16/orig 2025-08-26T20:05:25.1315357Z * [new branch] gh/lucaskabela/17/base -> origin/gh/lucaskabela/17/base 2025-08-26T20:05:25.1315492Z * [new branch] gh/lucaskabela/17/head -> origin/gh/lucaskabela/17/head 2025-08-26T20:05:25.1315622Z * [new branch] gh/lucaskabela/17/orig -> origin/gh/lucaskabela/17/orig 2025-08-26T20:05:25.1315762Z * [new branch] gh/lucaskabela/2/base -> origin/gh/lucaskabela/2/base 2025-08-26T20:05:25.1315894Z * [new branch] gh/lucaskabela/2/head -> origin/gh/lucaskabela/2/head 2025-08-26T20:05:25.1316030Z * [new branch] gh/lucaskabela/2/orig -> origin/gh/lucaskabela/2/orig 2025-08-26T20:05:25.1316166Z * [new branch] gh/lucaskabela/3/base -> origin/gh/lucaskabela/3/base 2025-08-26T20:05:25.1316300Z * [new branch] gh/lucaskabela/3/head -> origin/gh/lucaskabela/3/head 2025-08-26T20:05:25.1316436Z * [new branch] gh/lucaskabela/3/orig -> origin/gh/lucaskabela/3/orig 2025-08-26T20:05:25.1316569Z * [new branch] gh/lucaskabela/4/base -> origin/gh/lucaskabela/4/base 2025-08-26T20:05:25.1316701Z * [new branch] gh/lucaskabela/4/head -> origin/gh/lucaskabela/4/head 2025-08-26T20:05:25.1316835Z * [new branch] gh/lucaskabela/4/orig -> origin/gh/lucaskabela/4/orig 2025-08-26T20:05:25.1316971Z * [new branch] gh/lucaskabela/5/base -> origin/gh/lucaskabela/5/base 2025-08-26T20:05:25.1317102Z * [new branch] gh/lucaskabela/5/head -> origin/gh/lucaskabela/5/head 2025-08-26T20:05:25.1317339Z * [new branch] gh/lucaskabela/5/orig -> origin/gh/lucaskabela/5/orig 2025-08-26T20:05:25.1317472Z * [new branch] gh/lucaskabela/6/base -> origin/gh/lucaskabela/6/base 2025-08-26T20:05:25.1320111Z * [new branch] gh/lucaskabela/6/head -> origin/gh/lucaskabela/6/head 2025-08-26T20:05:25.1320286Z * [new branch] gh/lucaskabela/6/orig -> origin/gh/lucaskabela/6/orig 2025-08-26T20:05:25.1320419Z * [new branch] gh/lucaskabela/7/base -> origin/gh/lucaskabela/7/base 2025-08-26T20:05:25.1320542Z * [new branch] gh/lucaskabela/7/head -> origin/gh/lucaskabela/7/head 2025-08-26T20:05:25.1320665Z * [new branch] gh/lucaskabela/7/orig -> origin/gh/lucaskabela/7/orig 2025-08-26T20:05:25.1320961Z * [new branch] gh/lucaskabela/8/base -> origin/gh/lucaskabela/8/base 2025-08-26T20:05:25.1321093Z * [new branch] gh/lucaskabela/8/head -> origin/gh/lucaskabela/8/head 2025-08-26T20:05:25.1321234Z * [new branch] gh/lucaskabela/8/orig -> origin/gh/lucaskabela/8/orig 2025-08-26T20:05:25.1321361Z * [new branch] gh/lucaskabela/9/base -> origin/gh/lucaskabela/9/base 2025-08-26T20:05:25.1321484Z * [new branch] gh/lucaskabela/9/head -> origin/gh/lucaskabela/9/head 2025-08-26T20:05:25.1321608Z * [new branch] gh/lucaskabela/9/orig -> origin/gh/lucaskabela/9/orig 2025-08-26T20:05:25.1321719Z * [new branch] gh/lw/1/base -> origin/gh/lw/1/base 2025-08-26T20:05:25.1321823Z * [new branch] gh/lw/1/head -> origin/gh/lw/1/head 2025-08-26T20:05:25.1321924Z * [new branch] gh/lw/1/orig -> origin/gh/lw/1/orig 2025-08-26T20:05:25.1322036Z * [new branch] gh/lw/2/base -> origin/gh/lw/2/base 2025-08-26T20:05:25.1322142Z * [new branch] gh/lw/2/head -> origin/gh/lw/2/head 2025-08-26T20:05:25.1322241Z * [new branch] gh/lw/2/orig -> origin/gh/lw/2/orig 2025-08-26T20:05:25.1322338Z * [new branch] gh/lw/3/base -> origin/gh/lw/3/base 2025-08-26T20:05:25.1322441Z * [new branch] gh/lw/3/head -> origin/gh/lw/3/head 2025-08-26T20:05:25.1322543Z * [new branch] gh/lw/3/orig -> origin/gh/lw/3/orig 2025-08-26T20:05:25.1322663Z * [new branch] gh/malfet/14/base -> origin/gh/malfet/14/base 2025-08-26T20:05:25.1322795Z * [new branch] gh/malfet/330/base -> origin/gh/malfet/330/base 2025-08-26T20:05:25.1322917Z * [new branch] gh/malfet/330/head -> origin/gh/malfet/330/head 2025-08-26T20:05:25.1323034Z * [new branch] gh/malfet/330/orig -> origin/gh/malfet/330/orig 2025-08-26T20:05:25.1325670Z * [new branch] gh/malfet/396/base -> origin/gh/malfet/396/base 2025-08-26T20:05:25.1325840Z * [new branch] gh/malfet/396/head -> origin/gh/malfet/396/head 2025-08-26T20:05:25.1325967Z * [new branch] gh/malfet/396/orig -> origin/gh/malfet/396/orig 2025-08-26T20:05:25.1326083Z * [new branch] gh/malfet/397/base -> origin/gh/malfet/397/base 2025-08-26T20:05:25.1326196Z * [new branch] gh/malfet/397/head -> origin/gh/malfet/397/head 2025-08-26T20:05:25.1326307Z * [new branch] gh/malfet/397/orig -> origin/gh/malfet/397/orig 2025-08-26T20:05:25.1326430Z * [new branch] gh/malfet/398/base -> origin/gh/malfet/398/base 2025-08-26T20:05:25.1326542Z * [new branch] gh/malfet/398/head -> origin/gh/malfet/398/head 2025-08-26T20:05:25.1326662Z * [new branch] gh/malfet/398/orig -> origin/gh/malfet/398/orig 2025-08-26T20:05:25.1326784Z * [new branch] gh/malfet/399/base -> origin/gh/malfet/399/base 2025-08-26T20:05:25.1327079Z * [new branch] gh/malfet/399/head -> origin/gh/malfet/399/head 2025-08-26T20:05:25.1327205Z * [new branch] gh/malfet/399/orig -> origin/gh/malfet/399/orig 2025-08-26T20:05:25.1327326Z * [new branch] gh/malfet/414/base -> origin/gh/malfet/414/base 2025-08-26T20:05:25.1327446Z * [new branch] gh/malfet/414/head -> origin/gh/malfet/414/head 2025-08-26T20:05:25.1327565Z * [new branch] gh/malfet/414/orig -> origin/gh/malfet/414/orig 2025-08-26T20:05:25.1327680Z * [new branch] gh/malfet/417/base -> origin/gh/malfet/417/base 2025-08-26T20:05:25.1327802Z * [new branch] gh/malfet/417/head -> origin/gh/malfet/417/head 2025-08-26T20:05:25.1327976Z * [new branch] gh/malfet/417/orig -> origin/gh/malfet/417/orig 2025-08-26T20:05:25.1328094Z * [new branch] gh/malfet/418/base -> origin/gh/malfet/418/base 2025-08-26T20:05:25.1328224Z * [new branch] gh/malfet/418/head -> origin/gh/malfet/418/head 2025-08-26T20:05:25.1328345Z * [new branch] gh/malfet/418/orig -> origin/gh/malfet/418/orig 2025-08-26T20:05:25.1328462Z * [new branch] gh/malfet/456/base -> origin/gh/malfet/456/base 2025-08-26T20:05:25.1328583Z * [new branch] gh/malfet/456/head -> origin/gh/malfet/456/head 2025-08-26T20:05:25.1328702Z * [new branch] gh/malfet/456/orig -> origin/gh/malfet/456/orig 2025-08-26T20:05:25.1328822Z * [new branch] gh/malfet/457/base -> origin/gh/malfet/457/base 2025-08-26T20:05:25.1331554Z * [new branch] gh/malfet/457/head -> origin/gh/malfet/457/head 2025-08-26T20:05:25.1331703Z * [new branch] gh/malfet/457/orig -> origin/gh/malfet/457/orig 2025-08-26T20:05:25.1331827Z * [new branch] gh/malfet/459/base -> origin/gh/malfet/459/base 2025-08-26T20:05:25.1331952Z * [new branch] gh/malfet/459/head -> origin/gh/malfet/459/head 2025-08-26T20:05:25.1332069Z * [new branch] gh/malfet/459/orig -> origin/gh/malfet/459/orig 2025-08-26T20:05:25.1332187Z * [new branch] gh/malfet/460/base -> origin/gh/malfet/460/base 2025-08-26T20:05:25.1332306Z * [new branch] gh/malfet/460/head -> origin/gh/malfet/460/head 2025-08-26T20:05:25.1332420Z * [new branch] gh/malfet/460/orig -> origin/gh/malfet/460/orig 2025-08-26T20:05:25.1332533Z * [new branch] gh/malfet/461/base -> origin/gh/malfet/461/base 2025-08-26T20:05:25.1332656Z * [new branch] gh/malfet/461/head -> origin/gh/malfet/461/head 2025-08-26T20:05:25.1332772Z * [new branch] gh/malfet/461/orig -> origin/gh/malfet/461/orig 2025-08-26T20:05:25.1332885Z * [new branch] gh/malfet/462/base -> origin/gh/malfet/462/base 2025-08-26T20:05:25.1333008Z * [new branch] gh/malfet/462/head -> origin/gh/malfet/462/head 2025-08-26T20:05:25.1333123Z * [new branch] gh/malfet/462/orig -> origin/gh/malfet/462/orig 2025-08-26T20:05:25.1333237Z * [new branch] gh/malfet/463/base -> origin/gh/malfet/463/base 2025-08-26T20:05:25.1333357Z * [new branch] gh/malfet/463/head -> origin/gh/malfet/463/head 2025-08-26T20:05:25.1333478Z * [new branch] gh/malfet/463/orig -> origin/gh/malfet/463/orig 2025-08-26T20:05:25.1333596Z * [new branch] gh/malfet/464/base -> origin/gh/malfet/464/base 2025-08-26T20:05:25.1333722Z * [new branch] gh/malfet/464/head -> origin/gh/malfet/464/head 2025-08-26T20:05:25.1333841Z * [new branch] gh/malfet/464/orig -> origin/gh/malfet/464/orig 2025-08-26T20:05:25.1333955Z * [new branch] gh/malfet/465/base -> origin/gh/malfet/465/base 2025-08-26T20:05:25.1334230Z * [new branch] gh/malfet/465/head -> origin/gh/malfet/465/head 2025-08-26T20:05:25.1334362Z * [new branch] gh/malfet/465/orig -> origin/gh/malfet/465/orig 2025-08-26T20:05:25.1334477Z * [new branch] gh/malfet/466/base -> origin/gh/malfet/466/base 2025-08-26T20:05:25.1337148Z * [new branch] gh/malfet/466/head -> origin/gh/malfet/466/head 2025-08-26T20:05:25.1337302Z * [new branch] gh/malfet/466/orig -> origin/gh/malfet/466/orig 2025-08-26T20:05:25.1337422Z * [new branch] gh/malfet/467/base -> origin/gh/malfet/467/base 2025-08-26T20:05:25.1337678Z * [new branch] gh/malfet/467/head -> origin/gh/malfet/467/head 2025-08-26T20:05:25.1337799Z * [new branch] gh/malfet/467/orig -> origin/gh/malfet/467/orig 2025-08-26T20:05:25.1337921Z * [new branch] gh/malfet/468/base -> origin/gh/malfet/468/base 2025-08-26T20:05:25.1338046Z * [new branch] gh/malfet/468/head -> origin/gh/malfet/468/head 2025-08-26T20:05:25.1338166Z * [new branch] gh/malfet/468/orig -> origin/gh/malfet/468/orig 2025-08-26T20:05:25.1338283Z * [new branch] gh/malfet/469/base -> origin/gh/malfet/469/base 2025-08-26T20:05:25.1338402Z * [new branch] gh/malfet/469/head -> origin/gh/malfet/469/head 2025-08-26T20:05:25.1338526Z * [new branch] gh/malfet/469/orig -> origin/gh/malfet/469/orig 2025-08-26T20:05:25.1338642Z * [new branch] gh/malfet/470/base -> origin/gh/malfet/470/base 2025-08-26T20:05:25.1338769Z * [new branch] gh/malfet/470/head -> origin/gh/malfet/470/head 2025-08-26T20:05:25.1338892Z * [new branch] gh/malfet/470/orig -> origin/gh/malfet/470/orig 2025-08-26T20:05:25.1339015Z * [new branch] gh/malfet/471/base -> origin/gh/malfet/471/base 2025-08-26T20:05:25.1339135Z * [new branch] gh/malfet/471/head -> origin/gh/malfet/471/head 2025-08-26T20:05:25.1339258Z * [new branch] gh/malfet/471/orig -> origin/gh/malfet/471/orig 2025-08-26T20:05:25.1339382Z * [new branch] gh/malfet/472/base -> origin/gh/malfet/472/base 2025-08-26T20:05:25.1339500Z * [new branch] gh/malfet/472/head -> origin/gh/malfet/472/head 2025-08-26T20:05:25.1339622Z * [new branch] gh/malfet/472/orig -> origin/gh/malfet/472/orig 2025-08-26T20:05:25.1339866Z * [new branch] gh/malfet/473/base -> origin/gh/malfet/473/base 2025-08-26T20:05:25.1339983Z * [new branch] gh/malfet/473/head -> origin/gh/malfet/473/head 2025-08-26T20:05:25.1340096Z * [new branch] gh/malfet/473/orig -> origin/gh/malfet/473/orig 2025-08-26T20:05:25.1340219Z * [new branch] gh/malfet/474/base -> origin/gh/malfet/474/base 2025-08-26T20:05:25.1342803Z * [new branch] gh/malfet/474/head -> origin/gh/malfet/474/head 2025-08-26T20:05:25.1342957Z * [new branch] gh/malfet/474/orig -> origin/gh/malfet/474/orig 2025-08-26T20:05:25.1343081Z * [new branch] gh/malfet/475/base -> origin/gh/malfet/475/base 2025-08-26T20:05:25.1343199Z * [new branch] gh/malfet/475/head -> origin/gh/malfet/475/head 2025-08-26T20:05:25.1343323Z * [new branch] gh/malfet/475/orig -> origin/gh/malfet/475/orig 2025-08-26T20:05:25.1343437Z * [new branch] gh/malfet/476/base -> origin/gh/malfet/476/base 2025-08-26T20:05:25.1343554Z * [new branch] gh/malfet/476/head -> origin/gh/malfet/476/head 2025-08-26T20:05:25.1343670Z * [new branch] gh/malfet/476/orig -> origin/gh/malfet/476/orig 2025-08-26T20:05:25.1343949Z * [new branch] gh/malfet/477/base -> origin/gh/malfet/477/base 2025-08-26T20:05:25.1344073Z * [new branch] gh/malfet/477/head -> origin/gh/malfet/477/head 2025-08-26T20:05:25.1344186Z * [new branch] gh/malfet/477/orig -> origin/gh/malfet/477/orig 2025-08-26T20:05:25.1344301Z * [new branch] gh/malfet/478/base -> origin/gh/malfet/478/base 2025-08-26T20:05:25.1344422Z * [new branch] gh/malfet/478/head -> origin/gh/malfet/478/head 2025-08-26T20:05:25.1344544Z * [new branch] gh/malfet/478/orig -> origin/gh/malfet/478/orig 2025-08-26T20:05:25.1344666Z * [new branch] gh/malfet/479/base -> origin/gh/malfet/479/base 2025-08-26T20:05:25.1344879Z * [new branch] gh/malfet/479/head -> origin/gh/malfet/479/head 2025-08-26T20:05:25.1344996Z * [new branch] gh/malfet/479/orig -> origin/gh/malfet/479/orig 2025-08-26T20:05:25.1345116Z * [new branch] gh/malfet/480/base -> origin/gh/malfet/480/base 2025-08-26T20:05:25.1345231Z * [new branch] gh/malfet/480/head -> origin/gh/malfet/480/head 2025-08-26T20:05:25.1345348Z * [new branch] gh/malfet/480/orig -> origin/gh/malfet/480/orig 2025-08-26T20:05:25.1345469Z * [new branch] gh/malfet/481/base -> origin/gh/malfet/481/base 2025-08-26T20:05:25.1345586Z * [new branch] gh/malfet/481/head -> origin/gh/malfet/481/head 2025-08-26T20:05:25.1345706Z * [new branch] gh/malfet/481/orig -> origin/gh/malfet/481/orig 2025-08-26T20:05:25.1345828Z * [new branch] gh/malfet/482/base -> origin/gh/malfet/482/base 2025-08-26T20:05:25.1348453Z * [new branch] gh/malfet/482/head -> origin/gh/malfet/482/head 2025-08-26T20:05:25.1348598Z * [new branch] gh/malfet/482/orig -> origin/gh/malfet/482/orig 2025-08-26T20:05:25.1348731Z * [new branch] gh/malfet/483/base -> origin/gh/malfet/483/base 2025-08-26T20:05:25.1348967Z * [new branch] gh/malfet/483/head -> origin/gh/malfet/483/head 2025-08-26T20:05:25.1349085Z * [new branch] gh/malfet/483/orig -> origin/gh/malfet/483/orig 2025-08-26T20:05:25.1349205Z * [new branch] gh/malfet/484/base -> origin/gh/malfet/484/base 2025-08-26T20:05:25.1349322Z * [new branch] gh/malfet/484/head -> origin/gh/malfet/484/head 2025-08-26T20:05:25.1349434Z * [new branch] gh/malfet/484/orig -> origin/gh/malfet/484/orig 2025-08-26T20:05:25.1349549Z * [new branch] gh/malfet/485/base -> origin/gh/malfet/485/base 2025-08-26T20:05:25.1349776Z * [new branch] gh/malfet/485/head -> origin/gh/malfet/485/head 2025-08-26T20:05:25.1349893Z * [new branch] gh/malfet/485/orig -> origin/gh/malfet/485/orig 2025-08-26T20:05:25.1350012Z * [new branch] gh/malfet/486/base -> origin/gh/malfet/486/base 2025-08-26T20:05:25.1350128Z * [new branch] gh/malfet/486/head -> origin/gh/malfet/486/head 2025-08-26T20:05:25.1350242Z * [new branch] gh/malfet/486/orig -> origin/gh/malfet/486/orig 2025-08-26T20:05:25.1350354Z * [new branch] gh/malfet/487/base -> origin/gh/malfet/487/base 2025-08-26T20:05:25.1350473Z * [new branch] gh/malfet/487/head -> origin/gh/malfet/487/head 2025-08-26T20:05:25.1350591Z * [new branch] gh/malfet/487/orig -> origin/gh/malfet/487/orig 2025-08-26T20:05:25.1350709Z * [new branch] gh/malfet/488/base -> origin/gh/malfet/488/base 2025-08-26T20:05:25.1350835Z * [new branch] gh/malfet/488/head -> origin/gh/malfet/488/head 2025-08-26T20:05:25.1350955Z * [new branch] gh/malfet/488/orig -> origin/gh/malfet/488/orig 2025-08-26T20:05:25.1351228Z * [new branch] gh/malfet/489/base -> origin/gh/malfet/489/base 2025-08-26T20:05:25.1351350Z * [new branch] gh/malfet/489/head -> origin/gh/malfet/489/head 2025-08-26T20:05:25.1351466Z * [new branch] gh/malfet/489/orig -> origin/gh/malfet/489/orig 2025-08-26T20:05:25.1351586Z * [new branch] gh/malfet/490/base -> origin/gh/malfet/490/base 2025-08-26T20:05:25.1354505Z * [new branch] gh/malfet/490/head -> origin/gh/malfet/490/head 2025-08-26T20:05:25.1354655Z * [new branch] gh/malfet/490/orig -> origin/gh/malfet/490/orig 2025-08-26T20:05:25.1354907Z * [new branch] gh/malfet/491/base -> origin/gh/malfet/491/base 2025-08-26T20:05:25.1355035Z * [new branch] gh/malfet/491/head -> origin/gh/malfet/491/head 2025-08-26T20:05:25.1355158Z * [new branch] gh/malfet/491/orig -> origin/gh/malfet/491/orig 2025-08-26T20:05:25.1355280Z * [new branch] gh/malfet/492/base -> origin/gh/malfet/492/base 2025-08-26T20:05:25.1355399Z * [new branch] gh/malfet/492/head -> origin/gh/malfet/492/head 2025-08-26T20:05:25.1355522Z * [new branch] gh/malfet/492/orig -> origin/gh/malfet/492/orig 2025-08-26T20:05:25.1355641Z * [new branch] gh/malfet/493/base -> origin/gh/malfet/493/base 2025-08-26T20:05:25.1355759Z * [new branch] gh/malfet/493/head -> origin/gh/malfet/493/head 2025-08-26T20:05:25.1355878Z * [new branch] gh/malfet/493/orig -> origin/gh/malfet/493/orig 2025-08-26T20:05:25.1355999Z * [new branch] gh/malfet/494/base -> origin/gh/malfet/494/base 2025-08-26T20:05:25.1356121Z * [new branch] gh/malfet/494/head -> origin/gh/malfet/494/head 2025-08-26T20:05:25.1356238Z * [new branch] gh/malfet/494/orig -> origin/gh/malfet/494/orig 2025-08-26T20:05:25.1356362Z * [new branch] gh/malfet/495/base -> origin/gh/malfet/495/base 2025-08-26T20:05:25.1356488Z * [new branch] gh/malfet/495/head -> origin/gh/malfet/495/head 2025-08-26T20:05:25.1356606Z * [new branch] gh/malfet/495/orig -> origin/gh/malfet/495/orig 2025-08-26T20:05:25.1356725Z * [new branch] gh/malfet/496/base -> origin/gh/malfet/496/base 2025-08-26T20:05:25.1356845Z * [new branch] gh/malfet/496/head -> origin/gh/malfet/496/head 2025-08-26T20:05:25.1356961Z * [new branch] gh/malfet/496/orig -> origin/gh/malfet/496/orig 2025-08-26T20:05:25.1357078Z * [new branch] gh/malfet/497/base -> origin/gh/malfet/497/base 2025-08-26T20:05:25.1357192Z * [new branch] gh/malfet/497/head -> origin/gh/malfet/497/head 2025-08-26T20:05:25.1357308Z * [new branch] gh/malfet/497/orig -> origin/gh/malfet/497/orig 2025-08-26T20:05:25.1357429Z * [new branch] gh/malfet/498/base -> origin/gh/malfet/498/base 2025-08-26T20:05:25.1360223Z * [new branch] gh/malfet/498/head -> origin/gh/malfet/498/head 2025-08-26T20:05:25.1360397Z * [new branch] gh/malfet/498/orig -> origin/gh/malfet/498/orig 2025-08-26T20:05:25.1360524Z * [new branch] gh/malfet/499/base -> origin/gh/malfet/499/base 2025-08-26T20:05:25.1360639Z * [new branch] gh/malfet/499/head -> origin/gh/malfet/499/head 2025-08-26T20:05:25.1360755Z * [new branch] gh/malfet/499/orig -> origin/gh/malfet/499/orig 2025-08-26T20:05:25.1360875Z * [new branch] gh/malfet/500/base -> origin/gh/malfet/500/base 2025-08-26T20:05:25.1360986Z * [new branch] gh/malfet/500/head -> origin/gh/malfet/500/head 2025-08-26T20:05:25.1361107Z * [new branch] gh/malfet/500/orig -> origin/gh/malfet/500/orig 2025-08-26T20:05:25.1361409Z * [new branch] gh/malfet/64/base -> origin/gh/malfet/64/base 2025-08-26T20:05:25.1361540Z * [new branch] gh/malfet/64/head -> origin/gh/malfet/64/head 2025-08-26T20:05:25.1361691Z * [new branch] gh/manuelcandales/10/base -> origin/gh/manuelcandales/10/base 2025-08-26T20:05:25.1361839Z * [new branch] gh/manuelcandales/10/head -> origin/gh/manuelcandales/10/head 2025-08-26T20:05:25.1361984Z * [new branch] gh/manuelcandales/10/orig -> origin/gh/manuelcandales/10/orig 2025-08-26T20:05:25.1362129Z * [new branch] gh/manuelcandales/11/base -> origin/gh/manuelcandales/11/base 2025-08-26T20:05:25.1362363Z * [new branch] gh/manuelcandales/11/head -> origin/gh/manuelcandales/11/head 2025-08-26T20:05:25.1362508Z * [new branch] gh/manuelcandales/11/orig -> origin/gh/manuelcandales/11/orig 2025-08-26T20:05:25.1362667Z * [new branch] gh/manuelcandales/9/base -> origin/gh/manuelcandales/9/base 2025-08-26T20:05:25.1362815Z * [new branch] gh/manuelcandales/9/head -> origin/gh/manuelcandales/9/head 2025-08-26T20:05:25.1362954Z * [new branch] gh/manuelcandales/9/orig -> origin/gh/manuelcandales/9/orig 2025-08-26T20:05:25.1363080Z * [new branch] gh/markkm/1/base -> origin/gh/markkm/1/base 2025-08-26T20:05:25.1363216Z * [new branch] gh/masnesral/204/base -> origin/gh/masnesral/204/base 2025-08-26T20:05:25.1363352Z * [new branch] gh/masnesral/204/head -> origin/gh/masnesral/204/head 2025-08-26T20:05:25.1363487Z * [new branch] gh/masnesral/204/orig -> origin/gh/masnesral/204/orig 2025-08-26T20:05:25.1363614Z * [new branch] gh/masnesral/232/base -> origin/gh/masnesral/232/base 2025-08-26T20:05:25.1363743Z * [new branch] gh/masnesral/232/head -> origin/gh/masnesral/232/head 2025-08-26T20:05:25.1366354Z * [new branch] gh/masnesral/232/orig -> origin/gh/masnesral/232/orig 2025-08-26T20:05:25.1366513Z * [new branch] gh/masnesral/233/base -> origin/gh/masnesral/233/base 2025-08-26T20:05:25.1366641Z * [new branch] gh/masnesral/233/head -> origin/gh/masnesral/233/head 2025-08-26T20:05:25.1366769Z * [new branch] gh/masnesral/233/orig -> origin/gh/masnesral/233/orig 2025-08-26T20:05:25.1366891Z * [new branch] gh/masnesral/234/base -> origin/gh/masnesral/234/base 2025-08-26T20:05:25.1367016Z * [new branch] gh/masnesral/234/head -> origin/gh/masnesral/234/head 2025-08-26T20:05:25.1367146Z * [new branch] gh/masnesral/234/orig -> origin/gh/masnesral/234/orig 2025-08-26T20:05:25.1367276Z * [new branch] gh/masnesral/235/base -> origin/gh/masnesral/235/base 2025-08-26T20:05:25.1367408Z * [new branch] gh/masnesral/235/head -> origin/gh/masnesral/235/head 2025-08-26T20:05:25.1367535Z * [new branch] gh/masnesral/235/orig -> origin/gh/masnesral/235/orig 2025-08-26T20:05:25.1367668Z * [new branch] gh/masnesral/236/base -> origin/gh/masnesral/236/base 2025-08-26T20:05:25.1367793Z * [new branch] gh/masnesral/236/head -> origin/gh/masnesral/236/head 2025-08-26T20:05:25.1367918Z * [new branch] gh/masnesral/236/orig -> origin/gh/masnesral/236/orig 2025-08-26T20:05:25.1368045Z * [new branch] gh/masnesral/34/base -> origin/gh/masnesral/34/base 2025-08-26T20:05:25.1368172Z * [new branch] gh/mhorowitz/0/base -> origin/gh/mhorowitz/0/base 2025-08-26T20:05:25.1368300Z * [new branch] gh/mhorowitz/0/head -> origin/gh/mhorowitz/0/head 2025-08-26T20:05:25.1368424Z * [new branch] gh/mhorowitz/1/base -> origin/gh/mhorowitz/1/base 2025-08-26T20:05:25.1368663Z * [new branch] gh/mhorowitz/1/head -> origin/gh/mhorowitz/1/head 2025-08-26T20:05:25.1368788Z * [new branch] gh/mhorowitz/2/base -> origin/gh/mhorowitz/2/base 2025-08-26T20:05:25.1368917Z * [new branch] gh/mhorowitz/2/head -> origin/gh/mhorowitz/2/head 2025-08-26T20:05:25.1369042Z * [new branch] gh/mhorowitz/3/base -> origin/gh/mhorowitz/3/base 2025-08-26T20:05:25.1369164Z * [new branch] gh/mhorowitz/3/head -> origin/gh/mhorowitz/3/head 2025-08-26T20:05:25.1369287Z * [new branch] gh/mhorowitz/4/base -> origin/gh/mhorowitz/4/base 2025-08-26T20:05:25.1369413Z * [new branch] gh/mhorowitz/4/head -> origin/gh/mhorowitz/4/head 2025-08-26T20:05:25.1372248Z * [new branch] gh/mhorowitz/5/base -> origin/gh/mhorowitz/5/base 2025-08-26T20:05:25.1372412Z * [new branch] gh/mhorowitz/5/head -> origin/gh/mhorowitz/5/head 2025-08-26T20:05:25.1372549Z * [new branch] gh/mhorowitz/6/base -> origin/gh/mhorowitz/6/base 2025-08-26T20:05:25.1372672Z * [new branch] gh/mhorowitz/6/head -> origin/gh/mhorowitz/6/head 2025-08-26T20:05:25.1372845Z * [new branch] gh/mikaylagawarecki/234/base -> origin/gh/mikaylagawarecki/234/base 2025-08-26T20:05:25.1373008Z * [new branch] gh/mikaylagawarecki/234/head -> origin/gh/mikaylagawarecki/234/head 2025-08-26T20:05:25.1373168Z * [new branch] gh/mikaylagawarecki/235/base -> origin/gh/mikaylagawarecki/235/base 2025-08-26T20:05:25.1373329Z * [new branch] gh/mikaylagawarecki/235/head -> origin/gh/mikaylagawarecki/235/head 2025-08-26T20:05:25.1373490Z * [new branch] gh/mikaylagawarecki/236/base -> origin/gh/mikaylagawarecki/236/base 2025-08-26T20:05:25.1373647Z * [new branch] gh/mikaylagawarecki/236/head -> origin/gh/mikaylagawarecki/236/head 2025-08-26T20:05:25.1373806Z * [new branch] gh/mikaylagawarecki/237/base -> origin/gh/mikaylagawarecki/237/base 2025-08-26T20:05:25.1373954Z * [new branch] gh/mikaylagawarecki/237/head -> origin/gh/mikaylagawarecki/237/head 2025-08-26T20:05:25.1374103Z * [new branch] gh/mikaylagawarecki/238/base -> origin/gh/mikaylagawarecki/238/base 2025-08-26T20:05:25.1374257Z * [new branch] gh/mikaylagawarecki/238/head -> origin/gh/mikaylagawarecki/238/head 2025-08-26T20:05:25.1374406Z * [new branch] gh/mikaylagawarecki/317/base -> origin/gh/mikaylagawarecki/317/base 2025-08-26T20:05:25.1374555Z * [new branch] gh/mikaylagawarecki/317/head -> origin/gh/mikaylagawarecki/317/head 2025-08-26T20:05:25.1374708Z * [new branch] gh/mikaylagawarecki/317/orig -> origin/gh/mikaylagawarecki/317/orig 2025-08-26T20:05:25.1374852Z * [new branch] gh/mikaylagawarecki/320/base -> origin/gh/mikaylagawarecki/320/base 2025-08-26T20:05:25.1375013Z * [new branch] gh/mikaylagawarecki/320/head -> origin/gh/mikaylagawarecki/320/head 2025-08-26T20:05:25.1375164Z * [new branch] gh/mikaylagawarecki/320/orig -> origin/gh/mikaylagawarecki/320/orig 2025-08-26T20:05:25.1375318Z * [new branch] gh/mikaylagawarecki/329/base -> origin/gh/mikaylagawarecki/329/base 2025-08-26T20:05:25.1375474Z * [new branch] gh/mikaylagawarecki/329/head -> origin/gh/mikaylagawarecki/329/head 2025-08-26T20:05:25.1375624Z * [new branch] gh/mikaylagawarecki/329/orig -> origin/gh/mikaylagawarecki/329/orig 2025-08-26T20:05:25.1375774Z * [new branch] gh/mikaylagawarecki/330/base -> origin/gh/mikaylagawarecki/330/base 2025-08-26T20:05:25.1377995Z * [new branch] gh/mikaylagawarecki/330/head -> origin/gh/mikaylagawarecki/330/head 2025-08-26T20:05:25.1378123Z * [new branch] gh/mikaylagawarecki/330/orig -> origin/gh/mikaylagawarecki/330/orig 2025-08-26T20:05:25.1378352Z * [new branch] gh/mikaylagawarecki/331/base -> origin/gh/mikaylagawarecki/331/base 2025-08-26T20:05:25.1378442Z * [new branch] gh/mikaylagawarecki/331/head -> origin/gh/mikaylagawarecki/331/head 2025-08-26T20:05:25.1378531Z * [new branch] gh/mikaylagawarecki/331/orig -> origin/gh/mikaylagawarecki/331/orig 2025-08-26T20:05:25.1378621Z * [new branch] gh/mikaylagawarecki/332/base -> origin/gh/mikaylagawarecki/332/base 2025-08-26T20:05:25.1378709Z * [new branch] gh/mikaylagawarecki/332/head -> origin/gh/mikaylagawarecki/332/head 2025-08-26T20:05:25.1378798Z * [new branch] gh/mikaylagawarecki/332/orig -> origin/gh/mikaylagawarecki/332/orig 2025-08-26T20:05:25.1378888Z * [new branch] gh/mikaylagawarecki/333/base -> origin/gh/mikaylagawarecki/333/base 2025-08-26T20:05:25.1379033Z * [new branch] gh/mikaylagawarecki/333/head -> origin/gh/mikaylagawarecki/333/head 2025-08-26T20:05:25.1379121Z * [new branch] gh/mikaylagawarecki/333/orig -> origin/gh/mikaylagawarecki/333/orig 2025-08-26T20:05:25.1379213Z * [new branch] gh/mikaylagawarecki/334/base -> origin/gh/mikaylagawarecki/334/base 2025-08-26T20:05:25.1379302Z * [new branch] gh/mikaylagawarecki/334/head -> origin/gh/mikaylagawarecki/334/head 2025-08-26T20:05:25.1379390Z * [new branch] gh/mikaylagawarecki/334/orig -> origin/gh/mikaylagawarecki/334/orig 2025-08-26T20:05:25.1379480Z * [new branch] gh/mikaylagawarecki/335/base -> origin/gh/mikaylagawarecki/335/base 2025-08-26T20:05:25.1379570Z * [new branch] gh/mikaylagawarecki/335/head -> origin/gh/mikaylagawarecki/335/head 2025-08-26T20:05:25.1379775Z * [new branch] gh/mikaylagawarecki/335/orig -> origin/gh/mikaylagawarecki/335/orig 2025-08-26T20:05:25.1379870Z * [new branch] gh/mikaylagawarecki/336/base -> origin/gh/mikaylagawarecki/336/base 2025-08-26T20:05:25.1379958Z * [new branch] gh/mikaylagawarecki/336/head -> origin/gh/mikaylagawarecki/336/head 2025-08-26T20:05:25.1380050Z * [new branch] gh/mikaylagawarecki/336/orig -> origin/gh/mikaylagawarecki/336/orig 2025-08-26T20:05:25.1380139Z * [new branch] gh/mikaylagawarecki/337/base -> origin/gh/mikaylagawarecki/337/base 2025-08-26T20:05:25.1380228Z * [new branch] gh/mikaylagawarecki/337/head -> origin/gh/mikaylagawarecki/337/head 2025-08-26T20:05:25.1380317Z * [new branch] gh/mikaylagawarecki/337/orig -> origin/gh/mikaylagawarecki/337/orig 2025-08-26T20:05:25.1380395Z * [new branch] gh/mlazos/1/base -> origin/gh/mlazos/1/base 2025-08-26T20:05:25.1381939Z * [new branch] gh/mlazos/1/head -> origin/gh/mlazos/1/head 2025-08-26T20:05:25.1382022Z * [new branch] gh/mlazos/1/orig -> origin/gh/mlazos/1/orig 2025-08-26T20:05:25.1382098Z * [new branch] gh/mlazos/10/base -> origin/gh/mlazos/10/base 2025-08-26T20:05:25.1382174Z * [new branch] gh/mlazos/10/head -> origin/gh/mlazos/10/head 2025-08-26T20:05:25.1382244Z * [new branch] gh/mlazos/10/orig -> origin/gh/mlazos/10/orig 2025-08-26T20:05:25.1382314Z * [new branch] gh/mlazos/11/base -> origin/gh/mlazos/11/base 2025-08-26T20:05:25.1382383Z * [new branch] gh/mlazos/11/head -> origin/gh/mlazos/11/head 2025-08-26T20:05:25.1382452Z * [new branch] gh/mlazos/11/orig -> origin/gh/mlazos/11/orig 2025-08-26T20:05:25.1382523Z * [new branch] gh/mlazos/12/base -> origin/gh/mlazos/12/base 2025-08-26T20:05:25.1382591Z * [new branch] gh/mlazos/12/head -> origin/gh/mlazos/12/head 2025-08-26T20:05:25.1382661Z * [new branch] gh/mlazos/12/orig -> origin/gh/mlazos/12/orig 2025-08-26T20:05:25.1382731Z * [new branch] gh/mlazos/13/base -> origin/gh/mlazos/13/base 2025-08-26T20:05:25.1382868Z * [new branch] gh/mlazos/13/head -> origin/gh/mlazos/13/head 2025-08-26T20:05:25.1382938Z * [new branch] gh/mlazos/13/orig -> origin/gh/mlazos/13/orig 2025-08-26T20:05:25.1383006Z * [new branch] gh/mlazos/14/base -> origin/gh/mlazos/14/base 2025-08-26T20:05:25.1383081Z * [new branch] gh/mlazos/14/head -> origin/gh/mlazos/14/head 2025-08-26T20:05:25.1383188Z * [new branch] gh/mlazos/14/orig -> origin/gh/mlazos/14/orig 2025-08-26T20:05:25.1383296Z * [new branch] gh/mlazos/15/base -> origin/gh/mlazos/15/base 2025-08-26T20:05:25.1383400Z * [new branch] gh/mlazos/15/head -> origin/gh/mlazos/15/head 2025-08-26T20:05:25.1383598Z * [new branch] gh/mlazos/15/orig -> origin/gh/mlazos/15/orig 2025-08-26T20:05:25.1383705Z * [new branch] gh/mlazos/16/base -> origin/gh/mlazos/16/base 2025-08-26T20:05:25.1383825Z * [new branch] gh/mlazos/16/head -> origin/gh/mlazos/16/head 2025-08-26T20:05:25.1383937Z * [new branch] gh/mlazos/16/orig -> origin/gh/mlazos/16/orig 2025-08-26T20:05:25.1384049Z * [new branch] gh/mlazos/17/base -> origin/gh/mlazos/17/base 2025-08-26T20:05:25.1385895Z * [new branch] gh/mlazos/17/head -> origin/gh/mlazos/17/head 2025-08-26T20:05:25.1385988Z * [new branch] gh/mlazos/17/orig -> origin/gh/mlazos/17/orig 2025-08-26T20:05:25.1386062Z * [new branch] gh/mlazos/2/base -> origin/gh/mlazos/2/base 2025-08-26T20:05:25.1386134Z * [new branch] gh/mlazos/2/head -> origin/gh/mlazos/2/head 2025-08-26T20:05:25.1386207Z * [new branch] gh/mlazos/2/orig -> origin/gh/mlazos/2/orig 2025-08-26T20:05:25.1386276Z * [new branch] gh/mlazos/3/base -> origin/gh/mlazos/3/base 2025-08-26T20:05:25.1386348Z * [new branch] gh/mlazos/3/head -> origin/gh/mlazos/3/head 2025-08-26T20:05:25.1386415Z * [new branch] gh/mlazos/3/orig -> origin/gh/mlazos/3/orig 2025-08-26T20:05:25.1386482Z * [new branch] gh/mlazos/4/base -> origin/gh/mlazos/4/base 2025-08-26T20:05:25.1386549Z * [new branch] gh/mlazos/4/head -> origin/gh/mlazos/4/head 2025-08-26T20:05:25.1386616Z * [new branch] gh/mlazos/4/orig -> origin/gh/mlazos/4/orig 2025-08-26T20:05:25.1386682Z * [new branch] gh/mlazos/5/base -> origin/gh/mlazos/5/base 2025-08-26T20:05:25.1386749Z * [new branch] gh/mlazos/5/head -> origin/gh/mlazos/5/head 2025-08-26T20:05:25.1386818Z * [new branch] gh/mlazos/5/orig -> origin/gh/mlazos/5/orig 2025-08-26T20:05:25.1386885Z * [new branch] gh/mlazos/6/base -> origin/gh/mlazos/6/base 2025-08-26T20:05:25.1386955Z * [new branch] gh/mlazos/6/head -> origin/gh/mlazos/6/head 2025-08-26T20:05:25.1387022Z * [new branch] gh/mlazos/6/orig -> origin/gh/mlazos/6/orig 2025-08-26T20:05:25.1387088Z * [new branch] gh/mlazos/7/base -> origin/gh/mlazos/7/base 2025-08-26T20:05:25.1387154Z * [new branch] gh/mlazos/7/head -> origin/gh/mlazos/7/head 2025-08-26T20:05:25.1387222Z * [new branch] gh/mlazos/7/orig -> origin/gh/mlazos/7/orig 2025-08-26T20:05:25.1387289Z * [new branch] gh/mlazos/8/base -> origin/gh/mlazos/8/base 2025-08-26T20:05:25.1387355Z * [new branch] gh/mlazos/8/head -> origin/gh/mlazos/8/head 2025-08-26T20:05:25.1387426Z * [new branch] gh/mlazos/8/orig -> origin/gh/mlazos/8/orig 2025-08-26T20:05:25.1387492Z * [new branch] gh/mlazos/9/base -> origin/gh/mlazos/9/base 2025-08-26T20:05:25.1387624Z * [new branch] gh/mlazos/9/head -> origin/gh/mlazos/9/head 2025-08-26T20:05:25.1389149Z * [new branch] gh/mlazos/9/orig -> origin/gh/mlazos/9/orig 2025-08-26T20:05:25.1389224Z * [new branch] gh/mrmiywj/1/base -> origin/gh/mrmiywj/1/base 2025-08-26T20:05:25.1389295Z * [new branch] gh/mrmiywj/1/head -> origin/gh/mrmiywj/1/head 2025-08-26T20:05:25.1389375Z * [new branch] gh/muchulee8/62/base -> origin/gh/muchulee8/62/base 2025-08-26T20:05:25.1389451Z * [new branch] gh/muchulee8/62/head -> origin/gh/muchulee8/62/head 2025-08-26T20:05:25.1389525Z * [new branch] gh/muchulee8/62/orig -> origin/gh/muchulee8/62/orig 2025-08-26T20:05:25.1389645Z * [new branch] gh/muchulee8/63/base -> origin/gh/muchulee8/63/base 2025-08-26T20:05:25.1389823Z * [new branch] gh/muchulee8/63/head -> origin/gh/muchulee8/63/head 2025-08-26T20:05:25.1389899Z * [new branch] gh/muchulee8/63/orig -> origin/gh/muchulee8/63/orig 2025-08-26T20:05:25.1389973Z * [new branch] gh/muchulee8/64/base -> origin/gh/muchulee8/64/base 2025-08-26T20:05:25.1390046Z * [new branch] gh/muchulee8/64/head -> origin/gh/muchulee8/64/head 2025-08-26T20:05:25.1390118Z * [new branch] gh/muchulee8/64/orig -> origin/gh/muchulee8/64/orig 2025-08-26T20:05:25.1390191Z * [new branch] gh/muchulee8/65/base -> origin/gh/muchulee8/65/base 2025-08-26T20:05:25.1390263Z * [new branch] gh/muchulee8/65/head -> origin/gh/muchulee8/65/head 2025-08-26T20:05:25.1390336Z * [new branch] gh/muchulee8/65/orig -> origin/gh/muchulee8/65/orig 2025-08-26T20:05:25.1390431Z * [new branch] gh/naveenthangudu/1/base -> origin/gh/naveenthangudu/1/base 2025-08-26T20:05:25.1390533Z * [new branch] gh/naveenthangudu/1/head -> origin/gh/naveenthangudu/1/head 2025-08-26T20:05:25.1390671Z * [new branch] gh/naveenthangudu/1/orig -> origin/gh/naveenthangudu/1/orig 2025-08-26T20:05:25.1390798Z * [new branch] gh/naveenthangudu/2/base -> origin/gh/naveenthangudu/2/base 2025-08-26T20:05:25.1390926Z * [new branch] gh/naveenthangudu/2/head -> origin/gh/naveenthangudu/2/head 2025-08-26T20:05:25.1391057Z * [new branch] gh/naveenthangudu/2/orig -> origin/gh/naveenthangudu/2/orig 2025-08-26T20:05:25.1391193Z * [new branch] gh/naveenthangudu/3/base -> origin/gh/naveenthangudu/3/base 2025-08-26T20:05:25.1391329Z * [new branch] gh/naveenthangudu/3/head -> origin/gh/naveenthangudu/3/head 2025-08-26T20:05:25.1391467Z * [new branch] gh/naveenthangudu/3/orig -> origin/gh/naveenthangudu/3/orig 2025-08-26T20:05:25.1393841Z * [new branch] gh/naveenthangudu/4/base -> origin/gh/naveenthangudu/4/base 2025-08-26T20:05:25.1394014Z * [new branch] gh/naveenthangudu/4/head -> origin/gh/naveenthangudu/4/head 2025-08-26T20:05:25.1394153Z * [new branch] gh/naveenthangudu/4/orig -> origin/gh/naveenthangudu/4/orig 2025-08-26T20:05:25.1394295Z * [new branch] gh/naveenthangudu/5/base -> origin/gh/naveenthangudu/5/base 2025-08-26T20:05:25.1394434Z * [new branch] gh/naveenthangudu/5/head -> origin/gh/naveenthangudu/5/head 2025-08-26T20:05:25.1394568Z * [new branch] gh/naveenthangudu/5/orig -> origin/gh/naveenthangudu/5/orig 2025-08-26T20:05:25.1394703Z * [new branch] gh/naveenthangudu/6/base -> origin/gh/naveenthangudu/6/base 2025-08-26T20:05:25.1394844Z * [new branch] gh/naveenthangudu/6/head -> origin/gh/naveenthangudu/6/head 2025-08-26T20:05:25.1394983Z * [new branch] gh/naveenthangudu/6/orig -> origin/gh/naveenthangudu/6/orig 2025-08-26T20:05:25.1395099Z * [new branch] gh/oulgen/35/base -> origin/gh/oulgen/35/base 2025-08-26T20:05:25.1395966Z * [new branch] gh/oulgen/35/head -> origin/gh/oulgen/35/head 2025-08-26T20:05:25.1396099Z * [new branch] gh/oulgen/35/orig -> origin/gh/oulgen/35/orig 2025-08-26T20:05:25.1396213Z * [new branch] gh/oulgen/44/base -> origin/gh/oulgen/44/base 2025-08-26T20:05:25.1396327Z * [new branch] gh/oulgen/44/head -> origin/gh/oulgen/44/head 2025-08-26T20:05:25.1396439Z * [new branch] gh/oulgen/44/orig -> origin/gh/oulgen/44/orig 2025-08-26T20:05:25.1396551Z * [new branch] gh/oulgen/45/base -> origin/gh/oulgen/45/base 2025-08-26T20:05:25.1396666Z * [new branch] gh/oulgen/45/head -> origin/gh/oulgen/45/head 2025-08-26T20:05:25.1396879Z * [new branch] gh/oulgen/45/orig -> origin/gh/oulgen/45/orig 2025-08-26T20:05:25.1397000Z * [new branch] gh/oulgen/46/base -> origin/gh/oulgen/46/base 2025-08-26T20:05:25.1397123Z * [new branch] gh/oulgen/46/head -> origin/gh/oulgen/46/head 2025-08-26T20:05:25.1397242Z * [new branch] gh/oulgen/46/orig -> origin/gh/oulgen/46/orig 2025-08-26T20:05:25.1397362Z * [new branch] gh/oulgen/47/base -> origin/gh/oulgen/47/base 2025-08-26T20:05:25.1397485Z * [new branch] gh/oulgen/47/head -> origin/gh/oulgen/47/head 2025-08-26T20:05:25.1397612Z * [new branch] gh/oulgen/47/orig -> origin/gh/oulgen/47/orig 2025-08-26T20:05:25.1399814Z * [new branch] gh/pearu/108/base -> origin/gh/pearu/108/base 2025-08-26T20:05:25.1399913Z * [new branch] gh/pearu/108/head -> origin/gh/pearu/108/head 2025-08-26T20:05:25.1399992Z * [new branch] gh/pearu/108/orig -> origin/gh/pearu/108/orig 2025-08-26T20:05:25.1400063Z * [new branch] gh/pearu/56/base -> origin/gh/pearu/56/base 2025-08-26T20:05:25.1400138Z * [new branch] gh/pearu/56/head -> origin/gh/pearu/56/head 2025-08-26T20:05:25.1400207Z * [new branch] gh/pearu/56/orig -> origin/gh/pearu/56/orig 2025-08-26T20:05:25.1400274Z * [new branch] gh/pearu/97/base -> origin/gh/pearu/97/base 2025-08-26T20:05:25.1400343Z * [new branch] gh/pearu/97/head -> origin/gh/pearu/97/head 2025-08-26T20:05:25.1400410Z * [new branch] gh/pearu/97/orig -> origin/gh/pearu/97/orig 2025-08-26T20:05:25.1400480Z * [new branch] gh/qqaatw/29/base -> origin/gh/qqaatw/29/base 2025-08-26T20:05:25.1400549Z * [new branch] gh/qqaatw/29/head -> origin/gh/qqaatw/29/head 2025-08-26T20:05:25.1400621Z * [new branch] gh/qqaatw/29/orig -> origin/gh/qqaatw/29/orig 2025-08-26T20:05:25.1400737Z * [new branch] gh/raymo/cleanup-dynamo-logging -> origin/gh/raymo/cleanup-dynamo-logging 2025-08-26T20:05:25.1400826Z * [new branch] gh/raymo/refresh-script -> origin/gh/raymo/refresh-script 2025-08-26T20:05:25.1400898Z * [new branch] gh/rec/141/base -> origin/gh/rec/141/base 2025-08-26T20:05:25.1400967Z * [new branch] gh/rec/141/head -> origin/gh/rec/141/head 2025-08-26T20:05:25.1401033Z * [new branch] gh/rec/153/base -> origin/gh/rec/153/base 2025-08-26T20:05:25.1401099Z * [new branch] gh/rec/153/head -> origin/gh/rec/153/head 2025-08-26T20:05:25.1401164Z * [new branch] gh/rec/153/orig -> origin/gh/rec/153/orig 2025-08-26T20:05:25.1401231Z * [new branch] gh/rec/154/base -> origin/gh/rec/154/base 2025-08-26T20:05:25.1401297Z * [new branch] gh/rec/154/head -> origin/gh/rec/154/head 2025-08-26T20:05:25.1401362Z * [new branch] gh/rec/154/orig -> origin/gh/rec/154/orig 2025-08-26T20:05:25.1401529Z * [new branch] gh/rec/156/base -> origin/gh/rec/156/base 2025-08-26T20:05:25.1401595Z * [new branch] gh/rec/156/head -> origin/gh/rec/156/head 2025-08-26T20:05:25.1403049Z * [new branch] gh/rec/156/orig -> origin/gh/rec/156/orig 2025-08-26T20:05:25.1403125Z * [new branch] gh/rec/158/base -> origin/gh/rec/158/base 2025-08-26T20:05:25.1403191Z * [new branch] gh/rec/158/head -> origin/gh/rec/158/head 2025-08-26T20:05:25.1403256Z * [new branch] gh/rec/158/orig -> origin/gh/rec/158/orig 2025-08-26T20:05:25.1403321Z * [new branch] gh/rec/159/base -> origin/gh/rec/159/base 2025-08-26T20:05:25.1403455Z * [new branch] gh/rec/159/head -> origin/gh/rec/159/head 2025-08-26T20:05:25.1403521Z * [new branch] gh/rec/160/base -> origin/gh/rec/160/base 2025-08-26T20:05:25.1403590Z * [new branch] gh/rec/160/head -> origin/gh/rec/160/head 2025-08-26T20:05:25.1403657Z * [new branch] gh/rec/160/orig -> origin/gh/rec/160/orig 2025-08-26T20:05:25.1403722Z * [new branch] gh/rec/161/base -> origin/gh/rec/161/base 2025-08-26T20:05:25.1403787Z * [new branch] gh/rec/161/head -> origin/gh/rec/161/head 2025-08-26T20:05:25.1403853Z * [new branch] gh/rec/161/orig -> origin/gh/rec/161/orig 2025-08-26T20:05:25.1403918Z * [new branch] gh/rec/162/base -> origin/gh/rec/162/base 2025-08-26T20:05:25.1403983Z * [new branch] gh/rec/162/head -> origin/gh/rec/162/head 2025-08-26T20:05:25.1404049Z * [new branch] gh/rec/162/orig -> origin/gh/rec/162/orig 2025-08-26T20:05:25.1404116Z * [new branch] gh/rec/163/base -> origin/gh/rec/163/base 2025-08-26T20:05:25.1404182Z * [new branch] gh/rec/163/head -> origin/gh/rec/163/head 2025-08-26T20:05:25.1404274Z * [new branch] gh/rec/163/orig -> origin/gh/rec/163/orig 2025-08-26T20:05:25.1404378Z * [new branch] gh/rec/164/base -> origin/gh/rec/164/base 2025-08-26T20:05:25.1404479Z * [new branch] gh/rec/164/head -> origin/gh/rec/164/head 2025-08-26T20:05:25.1404578Z * [new branch] gh/rec/164/orig -> origin/gh/rec/164/orig 2025-08-26T20:05:25.1404681Z * [new branch] gh/rec/165/base -> origin/gh/rec/165/base 2025-08-26T20:05:25.1404783Z * [new branch] gh/rec/165/head -> origin/gh/rec/165/head 2025-08-26T20:05:25.1404888Z * [new branch] gh/rec/165/orig -> origin/gh/rec/165/orig 2025-08-26T20:05:25.1406884Z * [new branch] gh/robert-hardwick/1/base -> origin/gh/robert-hardwick/1/base 2025-08-26T20:05:25.1407003Z * [new branch] gh/robert-hardwick/1/head -> origin/gh/robert-hardwick/1/head 2025-08-26T20:05:25.1407090Z * [new branch] gh/robert-hardwick/1/orig -> origin/gh/robert-hardwick/1/orig 2025-08-26T20:05:25.1407177Z * [new branch] gh/robert-hardwick/2/base -> origin/gh/robert-hardwick/2/base 2025-08-26T20:05:25.1407261Z * [new branch] gh/robert-hardwick/2/head -> origin/gh/robert-hardwick/2/head 2025-08-26T20:05:25.1407344Z * [new branch] gh/robert-hardwick/2/orig -> origin/gh/robert-hardwick/2/orig 2025-08-26T20:05:25.1407428Z * [new branch] gh/robert-hardwick/3/base -> origin/gh/robert-hardwick/3/base 2025-08-26T20:05:25.1407515Z * [new branch] gh/robert-hardwick/3/head -> origin/gh/robert-hardwick/3/head 2025-08-26T20:05:25.1407598Z * [new branch] gh/robert-hardwick/3/orig -> origin/gh/robert-hardwick/3/orig 2025-08-26T20:05:25.1407682Z * [new branch] gh/robert-hardwick/4/base -> origin/gh/robert-hardwick/4/base 2025-08-26T20:05:25.1407830Z * [new branch] gh/robert-hardwick/4/head -> origin/gh/robert-hardwick/4/head 2025-08-26T20:05:25.1407914Z * [new branch] gh/robert-hardwick/4/orig -> origin/gh/robert-hardwick/4/orig 2025-08-26T20:05:25.1407987Z * [new branch] gh/rtimpe/1/base -> origin/gh/rtimpe/1/base 2025-08-26T20:05:25.1408056Z * [new branch] gh/rtimpe/1/head -> origin/gh/rtimpe/1/head 2025-08-26T20:05:25.1408128Z * [new branch] gh/rtimpe/10/base -> origin/gh/rtimpe/10/base 2025-08-26T20:05:25.1408204Z * [new branch] gh/rtimpe/10/head -> origin/gh/rtimpe/10/head 2025-08-26T20:05:25.1408328Z * [new branch] gh/rtimpe/10/orig -> origin/gh/rtimpe/10/orig 2025-08-26T20:05:25.1408397Z * [new branch] gh/rtimpe/11/base -> origin/gh/rtimpe/11/base 2025-08-26T20:05:25.1408470Z * [new branch] gh/rtimpe/11/head -> origin/gh/rtimpe/11/head 2025-08-26T20:05:25.1408539Z * [new branch] gh/rtimpe/11/orig -> origin/gh/rtimpe/11/orig 2025-08-26T20:05:25.1408609Z * [new branch] gh/rtimpe/12/base -> origin/gh/rtimpe/12/base 2025-08-26T20:05:25.1408678Z * [new branch] gh/rtimpe/12/head -> origin/gh/rtimpe/12/head 2025-08-26T20:05:25.1408748Z * [new branch] gh/rtimpe/12/orig -> origin/gh/rtimpe/12/orig 2025-08-26T20:05:25.1408817Z * [new branch] gh/rtimpe/13/base -> origin/gh/rtimpe/13/base 2025-08-26T20:05:25.1408887Z * [new branch] gh/rtimpe/13/head -> origin/gh/rtimpe/13/head 2025-08-26T20:05:25.1410480Z * [new branch] gh/rtimpe/13/orig -> origin/gh/rtimpe/13/orig 2025-08-26T20:05:25.1410550Z * [new branch] gh/rtimpe/14/base -> origin/gh/rtimpe/14/base 2025-08-26T20:05:25.1410625Z * [new branch] gh/rtimpe/14/head -> origin/gh/rtimpe/14/head 2025-08-26T20:05:25.1410696Z * [new branch] gh/rtimpe/14/orig -> origin/gh/rtimpe/14/orig 2025-08-26T20:05:25.1410766Z * [new branch] gh/rtimpe/2/base -> origin/gh/rtimpe/2/base 2025-08-26T20:05:25.1410835Z * [new branch] gh/rtimpe/2/head -> origin/gh/rtimpe/2/head 2025-08-26T20:05:25.1410905Z * [new branch] gh/rtimpe/3/base -> origin/gh/rtimpe/3/base 2025-08-26T20:05:25.1410973Z * [new branch] gh/rtimpe/3/head -> origin/gh/rtimpe/3/head 2025-08-26T20:05:25.1411041Z * [new branch] gh/rtimpe/4/base -> origin/gh/rtimpe/4/base 2025-08-26T20:05:25.1411111Z * [new branch] gh/rtimpe/4/head -> origin/gh/rtimpe/4/head 2025-08-26T20:05:25.1411177Z * [new branch] gh/rtimpe/6/base -> origin/gh/rtimpe/6/base 2025-08-26T20:05:25.1411246Z * [new branch] gh/rtimpe/6/head -> origin/gh/rtimpe/6/head 2025-08-26T20:05:25.1411314Z * [new branch] gh/rtimpe/6/orig -> origin/gh/rtimpe/6/orig 2025-08-26T20:05:25.1411380Z * [new branch] gh/rtimpe/7/base -> origin/gh/rtimpe/7/base 2025-08-26T20:05:25.1411448Z * [new branch] gh/rtimpe/7/head -> origin/gh/rtimpe/7/head 2025-08-26T20:05:25.1411516Z * [new branch] gh/rtimpe/7/orig -> origin/gh/rtimpe/7/orig 2025-08-26T20:05:25.1411583Z * [new branch] gh/rtimpe/8/base -> origin/gh/rtimpe/8/base 2025-08-26T20:05:25.1411679Z * [new branch] gh/rtimpe/8/head -> origin/gh/rtimpe/8/head 2025-08-26T20:05:25.1411789Z * [new branch] gh/rtimpe/8/orig -> origin/gh/rtimpe/8/orig 2025-08-26T20:05:25.1411897Z * [new branch] gh/rtimpe/9/base -> origin/gh/rtimpe/9/base 2025-08-26T20:05:25.1412002Z * [new branch] gh/rtimpe/9/head -> origin/gh/rtimpe/9/head 2025-08-26T20:05:25.1412218Z * [new branch] gh/rtimpe/9/orig -> origin/gh/rtimpe/9/orig 2025-08-26T20:05:25.1412364Z * [new branch] gh/ruisizhang123/1/base -> origin/gh/ruisizhang123/1/base 2025-08-26T20:05:25.1412495Z * [new branch] gh/ruisizhang123/1/head -> origin/gh/ruisizhang123/1/head 2025-08-26T20:05:25.1414852Z * [new branch] gh/ruisizhang123/1/orig -> origin/gh/ruisizhang123/1/orig 2025-08-26T20:05:25.1415009Z * [new branch] gh/ruisizhang123/4/base -> origin/gh/ruisizhang123/4/base 2025-08-26T20:05:25.1415142Z * [new branch] gh/ruisizhang123/4/head -> origin/gh/ruisizhang123/4/head 2025-08-26T20:05:25.1415407Z * [new branch] gh/ruisizhang123/4/orig -> origin/gh/ruisizhang123/4/orig 2025-08-26T20:05:25.1415542Z * [new branch] gh/ruisizhang123/5/base -> origin/gh/ruisizhang123/5/base 2025-08-26T20:05:25.1415672Z * [new branch] gh/ruisizhang123/5/head -> origin/gh/ruisizhang123/5/head 2025-08-26T20:05:25.1415801Z * [new branch] gh/ruisizhang123/5/orig -> origin/gh/ruisizhang123/5/orig 2025-08-26T20:05:25.1415936Z * [new branch] gh/ruisizhang123/6/base -> origin/gh/ruisizhang123/6/base 2025-08-26T20:05:25.1416069Z * [new branch] gh/ruisizhang123/6/head -> origin/gh/ruisizhang123/6/head 2025-08-26T20:05:25.1416199Z * [new branch] gh/ruisizhang123/6/orig -> origin/gh/ruisizhang123/6/orig 2025-08-26T20:05:25.1416326Z * [new branch] gh/ruisizhang123/7/base -> origin/gh/ruisizhang123/7/base 2025-08-26T20:05:25.1416461Z * [new branch] gh/ruisizhang123/7/head -> origin/gh/ruisizhang123/7/head 2025-08-26T20:05:25.1416587Z * [new branch] gh/ruisizhang123/7/orig -> origin/gh/ruisizhang123/7/orig 2025-08-26T20:05:25.1416719Z * [new branch] gh/ruisizhang123/8/base -> origin/gh/ruisizhang123/8/base 2025-08-26T20:05:25.1416860Z * [new branch] gh/ruisizhang123/8/head -> origin/gh/ruisizhang123/8/head 2025-08-26T20:05:25.1416996Z * [new branch] gh/ruisizhang123/8/orig -> origin/gh/ruisizhang123/8/orig 2025-08-26T20:05:25.1417111Z * [new branch] gh/sarckk/2/base -> origin/gh/sarckk/2/base 2025-08-26T20:05:25.1417224Z * [new branch] gh/sarckk/2/head -> origin/gh/sarckk/2/head 2025-08-26T20:05:25.1417334Z * [new branch] gh/sarckk/2/orig -> origin/gh/sarckk/2/orig 2025-08-26T20:05:25.1417460Z * [new branch] gh/seemethere/23/head -> origin/gh/seemethere/23/head 2025-08-26T20:05:25.1417588Z * [new branch] gh/seemethere/32/base -> origin/gh/seemethere/32/base 2025-08-26T20:05:25.1417708Z * [new branch] gh/seemethere/32/head -> origin/gh/seemethere/32/head 2025-08-26T20:05:25.1417837Z * [new branch] gh/seemethere/32/orig -> origin/gh/seemethere/32/orig 2025-08-26T20:05:25.1417959Z * [new branch] gh/seemethere/33/base -> origin/gh/seemethere/33/base 2025-08-26T20:05:25.1420574Z * [new branch] gh/seemethere/33/head -> origin/gh/seemethere/33/head 2025-08-26T20:05:25.1420734Z * [new branch] gh/seemethere/33/orig -> origin/gh/seemethere/33/orig 2025-08-26T20:05:25.1420866Z * [new branch] gh/seemethere/34/base -> origin/gh/seemethere/34/base 2025-08-26T20:05:25.1420992Z * [new branch] gh/seemethere/34/head -> origin/gh/seemethere/34/head 2025-08-26T20:05:25.1421118Z * [new branch] gh/seemethere/34/orig -> origin/gh/seemethere/34/orig 2025-08-26T20:05:25.1421247Z * [new branch] gh/seemethere/35/base -> origin/gh/seemethere/35/base 2025-08-26T20:05:25.1421366Z * [new branch] gh/seemethere/35/head -> origin/gh/seemethere/35/head 2025-08-26T20:05:25.1421634Z * [new branch] gh/seemethere/35/orig -> origin/gh/seemethere/35/orig 2025-08-26T20:05:25.1421760Z * [new branch] gh/seemethere/37/base -> origin/gh/seemethere/37/base 2025-08-26T20:05:25.1421882Z * [new branch] gh/seemethere/37/head -> origin/gh/seemethere/37/head 2025-08-26T20:05:25.1422004Z * [new branch] gh/seemethere/37/orig -> origin/gh/seemethere/37/orig 2025-08-26T20:05:25.1422127Z * [new branch] gh/seemethere/43/base -> origin/gh/seemethere/43/base 2025-08-26T20:05:25.1422253Z * [new branch] gh/seemethere/43/head -> origin/gh/seemethere/43/head 2025-08-26T20:05:25.1422459Z * [new branch] gh/seemethere/43/orig -> origin/gh/seemethere/43/orig 2025-08-26T20:05:25.1422591Z * [new branch] gh/seemethere/44/base -> origin/gh/seemethere/44/base 2025-08-26T20:05:25.1422719Z * [new branch] gh/seemethere/44/head -> origin/gh/seemethere/44/head 2025-08-26T20:05:25.1422853Z * [new branch] gh/seemethere/44/orig -> origin/gh/seemethere/44/orig 2025-08-26T20:05:25.1422981Z * [new branch] gh/seemethere/48/base -> origin/gh/seemethere/48/base 2025-08-26T20:05:25.1423104Z * [new branch] gh/seemethere/48/head -> origin/gh/seemethere/48/head 2025-08-26T20:05:25.1423230Z * [new branch] gh/seemethere/48/orig -> origin/gh/seemethere/48/orig 2025-08-26T20:05:25.1423349Z * [new branch] gh/seemethere/49/base -> origin/gh/seemethere/49/base 2025-08-26T20:05:25.1423472Z * [new branch] gh/seemethere/49/head -> origin/gh/seemethere/49/head 2025-08-26T20:05:25.1423606Z * [new branch] gh/seemethere/49/orig -> origin/gh/seemethere/49/orig 2025-08-26T20:05:25.1423730Z * [new branch] gh/seemethere/51/base -> origin/gh/seemethere/51/base 2025-08-26T20:05:25.1426169Z * [new branch] gh/seemethere/51/head -> origin/gh/seemethere/51/head 2025-08-26T20:05:25.1426321Z * [new branch] gh/seemethere/51/orig -> origin/gh/seemethere/51/orig 2025-08-26T20:05:25.1426454Z * [new branch] gh/seemethere/52/base -> origin/gh/seemethere/52/base 2025-08-26T20:05:25.1426582Z * [new branch] gh/seemethere/52/head -> origin/gh/seemethere/52/head 2025-08-26T20:05:25.1426712Z * [new branch] gh/seemethere/52/orig -> origin/gh/seemethere/52/orig 2025-08-26T20:05:25.1426842Z * [new branch] gh/seemethere/53/base -> origin/gh/seemethere/53/base 2025-08-26T20:05:25.1426970Z * [new branch] gh/seemethere/53/head -> origin/gh/seemethere/53/head 2025-08-26T20:05:25.1427102Z * [new branch] gh/seemethere/53/orig -> origin/gh/seemethere/53/orig 2025-08-26T20:05:25.1427227Z * [new branch] gh/seemethere/54/base -> origin/gh/seemethere/54/base 2025-08-26T20:05:25.1427352Z * [new branch] gh/seemethere/54/head -> origin/gh/seemethere/54/head 2025-08-26T20:05:25.1427472Z * [new branch] gh/seemethere/54/orig -> origin/gh/seemethere/54/orig 2025-08-26T20:05:25.1427602Z * [new branch] gh/seemethere/55/base -> origin/gh/seemethere/55/base 2025-08-26T20:05:25.1427728Z * [new branch] gh/seemethere/55/head -> origin/gh/seemethere/55/head 2025-08-26T20:05:25.1427848Z * [new branch] gh/seemethere/55/orig -> origin/gh/seemethere/55/orig 2025-08-26T20:05:25.1427975Z * [new branch] gh/seemethere/56/base -> origin/gh/seemethere/56/base 2025-08-26T20:05:25.1428097Z * [new branch] gh/seemethere/56/head -> origin/gh/seemethere/56/head 2025-08-26T20:05:25.1428232Z * [new branch] gh/seemethere/56/orig -> origin/gh/seemethere/56/orig 2025-08-26T20:05:25.1428361Z * [new branch] gh/seemethere/57/base -> origin/gh/seemethere/57/base 2025-08-26T20:05:25.1428569Z * [new branch] gh/seemethere/57/head -> origin/gh/seemethere/57/head 2025-08-26T20:05:25.1428697Z * [new branch] gh/seemethere/57/orig -> origin/gh/seemethere/57/orig 2025-08-26T20:05:25.1428899Z * [new branch] gh/seemethere/58/base -> origin/gh/seemethere/58/base 2025-08-26T20:05:25.1429032Z * [new branch] gh/seemethere/58/head -> origin/gh/seemethere/58/head 2025-08-26T20:05:25.1429156Z * [new branch] gh/seemethere/58/orig -> origin/gh/seemethere/58/orig 2025-08-26T20:05:25.1429281Z * [new branch] gh/seemethere/59/base -> origin/gh/seemethere/59/base 2025-08-26T20:05:25.1431707Z * [new branch] gh/seemethere/59/head -> origin/gh/seemethere/59/head 2025-08-26T20:05:25.1431821Z * [new branch] gh/seemethere/59/orig -> origin/gh/seemethere/59/orig 2025-08-26T20:05:25.1431908Z * [new branch] gh/seemethere/7/head -> origin/gh/seemethere/7/head 2025-08-26T20:05:25.1432000Z * [new branch] gh/shunting314/145/base -> origin/gh/shunting314/145/base 2025-08-26T20:05:25.1432081Z * [new branch] gh/shunting314/145/head -> origin/gh/shunting314/145/head 2025-08-26T20:05:25.1432159Z * [new branch] gh/shunting314/145/orig -> origin/gh/shunting314/145/orig 2025-08-26T20:05:25.1432238Z * [new branch] gh/shunting314/176/base -> origin/gh/shunting314/176/base 2025-08-26T20:05:25.1432315Z * [new branch] gh/shunting314/176/head -> origin/gh/shunting314/176/head 2025-08-26T20:05:25.1432393Z * [new branch] gh/shunting314/176/orig -> origin/gh/shunting314/176/orig 2025-08-26T20:05:25.1432476Z * [new branch] gh/shunting314/211/base -> origin/gh/shunting314/211/base 2025-08-26T20:05:25.1432553Z * [new branch] gh/shunting314/211/head -> origin/gh/shunting314/211/head 2025-08-26T20:05:25.1432632Z * [new branch] gh/shunting314/211/orig -> origin/gh/shunting314/211/orig 2025-08-26T20:05:25.1432711Z * [new branch] gh/shunting314/212/base -> origin/gh/shunting314/212/base 2025-08-26T20:05:25.1432787Z * [new branch] gh/shunting314/212/head -> origin/gh/shunting314/212/head 2025-08-26T20:05:25.1432864Z * [new branch] gh/shunting314/212/orig -> origin/gh/shunting314/212/orig 2025-08-26T20:05:25.1432941Z * [new branch] gh/shunting314/213/base -> origin/gh/shunting314/213/base 2025-08-26T20:05:25.1433018Z * [new branch] gh/shunting314/213/head -> origin/gh/shunting314/213/head 2025-08-26T20:05:25.1433098Z * [new branch] gh/shunting314/213/orig -> origin/gh/shunting314/213/orig 2025-08-26T20:05:25.1433177Z * [new branch] gh/silverguo/1/base -> origin/gh/silverguo/1/base 2025-08-26T20:05:25.1433251Z * [new branch] gh/silverguo/1/head -> origin/gh/silverguo/1/head 2025-08-26T20:05:25.1433328Z * [new branch] gh/silverguo/2/base -> origin/gh/silverguo/2/base 2025-08-26T20:05:25.1433402Z * [new branch] gh/silverguo/2/head -> origin/gh/silverguo/2/head 2025-08-26T20:05:25.1433475Z * [new branch] gh/silverguo/3/base -> origin/gh/silverguo/3/base 2025-08-26T20:05:25.1433547Z * [new branch] gh/silverguo/3/head -> origin/gh/silverguo/3/head 2025-08-26T20:05:25.1435023Z * [new branch] gh/silverguo/4/base -> origin/gh/silverguo/4/base 2025-08-26T20:05:25.1435106Z * [new branch] gh/silverguo/4/head -> origin/gh/silverguo/4/head 2025-08-26T20:05:25.1435190Z * [new branch] gh/sinhaanhsul/1/base -> origin/gh/sinhaanhsul/1/base 2025-08-26T20:05:25.1435268Z * [new branch] gh/sinhaanhsul/1/head -> origin/gh/sinhaanhsul/1/head 2025-08-26T20:05:25.1435462Z * [new branch] gh/skarjala/13/base -> origin/gh/skarjala/13/base 2025-08-26T20:05:25.1435536Z * [new branch] gh/skarjala/13/head -> origin/gh/skarjala/13/head 2025-08-26T20:05:25.1435609Z * [new branch] gh/skarjala/13/orig -> origin/gh/skarjala/13/orig 2025-08-26T20:05:25.1435682Z * [new branch] gh/skarjala/15/base -> origin/gh/skarjala/15/base 2025-08-26T20:05:25.1435753Z * [new branch] gh/skarjala/15/head -> origin/gh/skarjala/15/head 2025-08-26T20:05:25.1435825Z * [new branch] gh/skarjala/15/orig -> origin/gh/skarjala/15/orig 2025-08-26T20:05:25.1435898Z * [new branch] gh/skarjala/16/base -> origin/gh/skarjala/16/base 2025-08-26T20:05:25.1436029Z * [new branch] gh/skarjala/16/head -> origin/gh/skarjala/16/head 2025-08-26T20:05:25.1436100Z * [new branch] gh/skarjala/16/orig -> origin/gh/skarjala/16/orig 2025-08-26T20:05:25.1436174Z * [new branch] gh/skarjala/17/base -> origin/gh/skarjala/17/base 2025-08-26T20:05:25.1436247Z * [new branch] gh/skarjala/17/head -> origin/gh/skarjala/17/head 2025-08-26T20:05:25.1436319Z * [new branch] gh/skarjala/17/orig -> origin/gh/skarjala/17/orig 2025-08-26T20:05:25.1436392Z * [new branch] gh/skarjala/18/base -> origin/gh/skarjala/18/base 2025-08-26T20:05:25.1436463Z * [new branch] gh/skarjala/18/head -> origin/gh/skarjala/18/head 2025-08-26T20:05:25.1436534Z * [new branch] gh/skarjala/18/orig -> origin/gh/skarjala/18/orig 2025-08-26T20:05:25.1436607Z * [new branch] gh/skarjala/19/base -> origin/gh/skarjala/19/base 2025-08-26T20:05:25.1436681Z * [new branch] gh/skarjala/19/head -> origin/gh/skarjala/19/head 2025-08-26T20:05:25.1436753Z * [new branch] gh/skarjala/19/orig -> origin/gh/skarjala/19/orig 2025-08-26T20:05:25.1436830Z * [new branch] gh/slayton58/1/base -> origin/gh/slayton58/1/base 2025-08-26T20:05:25.1436909Z * [new branch] gh/slayton58/1/head -> origin/gh/slayton58/1/head 2025-08-26T20:05:25.1437022Z * [new branch] gh/slayton58/1/orig -> origin/gh/slayton58/1/orig 2025-08-26T20:05:25.1438825Z * [new branch] gh/slayton58/2/base -> origin/gh/slayton58/2/base 2025-08-26T20:05:25.1438909Z * [new branch] gh/slayton58/2/head -> origin/gh/slayton58/2/head 2025-08-26T20:05:25.1438982Z * [new branch] gh/slayton58/2/orig -> origin/gh/slayton58/2/orig 2025-08-26T20:05:25.1439056Z * [new branch] gh/slayton58/3/base -> origin/gh/slayton58/3/base 2025-08-26T20:05:25.1439132Z * [new branch] gh/slayton58/3/head -> origin/gh/slayton58/3/head 2025-08-26T20:05:25.1439203Z * [new branch] gh/slayton58/3/orig -> origin/gh/slayton58/3/orig 2025-08-26T20:05:25.1439279Z * [new branch] gh/slayton58/4/base -> origin/gh/slayton58/4/base 2025-08-26T20:05:25.1439351Z * [new branch] gh/slayton58/4/head -> origin/gh/slayton58/4/head 2025-08-26T20:05:25.1439422Z * [new branch] gh/slayton58/4/orig -> origin/gh/slayton58/4/orig 2025-08-26T20:05:25.1439495Z * [new branch] gh/slayton58/5/base -> origin/gh/slayton58/5/base 2025-08-26T20:05:25.1439567Z * [new branch] gh/slayton58/5/head -> origin/gh/slayton58/5/head 2025-08-26T20:05:25.1439638Z * [new branch] gh/slayton58/5/orig -> origin/gh/slayton58/5/orig 2025-08-26T20:05:25.1439831Z * [new branch] gh/soulitzer/269/base -> origin/gh/soulitzer/269/base 2025-08-26T20:05:25.1439908Z * [new branch] gh/soulitzer/269/head -> origin/gh/soulitzer/269/head 2025-08-26T20:05:25.1439983Z * [new branch] gh/soulitzer/269/orig -> origin/gh/soulitzer/269/orig 2025-08-26T20:05:25.1440149Z * [new branch] gh/soulitzer/276/base -> origin/gh/soulitzer/276/base 2025-08-26T20:05:25.1440227Z * [new branch] gh/soulitzer/276/head -> origin/gh/soulitzer/276/head 2025-08-26T20:05:25.1440302Z * [new branch] gh/soulitzer/276/orig -> origin/gh/soulitzer/276/orig 2025-08-26T20:05:25.1440376Z * [new branch] gh/soulitzer/287/base -> origin/gh/soulitzer/287/base 2025-08-26T20:05:25.1440452Z * [new branch] gh/soulitzer/287/head -> origin/gh/soulitzer/287/head 2025-08-26T20:05:25.1440527Z * [new branch] gh/soulitzer/287/orig -> origin/gh/soulitzer/287/orig 2025-08-26T20:05:25.1440660Z * [new branch] gh/soulitzer/296/base -> origin/gh/soulitzer/296/base 2025-08-26T20:05:25.1440737Z * [new branch] gh/soulitzer/296/head -> origin/gh/soulitzer/296/head 2025-08-26T20:05:25.1440814Z * [new branch] gh/soulitzer/296/orig -> origin/gh/soulitzer/296/orig 2025-08-26T20:05:25.1442236Z * [new branch] gh/soulitzer/299/base -> origin/gh/soulitzer/299/base 2025-08-26T20:05:25.1442321Z * [new branch] gh/soulitzer/299/head -> origin/gh/soulitzer/299/head 2025-08-26T20:05:25.1442397Z * [new branch] gh/soulitzer/299/orig -> origin/gh/soulitzer/299/orig 2025-08-26T20:05:25.1442471Z * [new branch] gh/soulitzer/300/base -> origin/gh/soulitzer/300/base 2025-08-26T20:05:25.1442547Z * [new branch] gh/soulitzer/300/head -> origin/gh/soulitzer/300/head 2025-08-26T20:05:25.1442622Z * [new branch] gh/soulitzer/300/orig -> origin/gh/soulitzer/300/orig 2025-08-26T20:05:25.1442700Z * [new branch] gh/soulitzer/301/base -> origin/gh/soulitzer/301/base 2025-08-26T20:05:25.1442776Z * [new branch] gh/soulitzer/301/head -> origin/gh/soulitzer/301/head 2025-08-26T20:05:25.1442855Z * [new branch] gh/soulitzer/301/orig -> origin/gh/soulitzer/301/orig 2025-08-26T20:05:25.1442930Z * [new branch] gh/soulitzer/313/base -> origin/gh/soulitzer/313/base 2025-08-26T20:05:25.1443005Z * [new branch] gh/soulitzer/313/head -> origin/gh/soulitzer/313/head 2025-08-26T20:05:25.1443080Z * [new branch] gh/soulitzer/313/orig -> origin/gh/soulitzer/313/orig 2025-08-26T20:05:25.1443155Z * [new branch] gh/soulitzer/319/base -> origin/gh/soulitzer/319/base 2025-08-26T20:05:25.1443230Z * [new branch] gh/soulitzer/319/head -> origin/gh/soulitzer/319/head 2025-08-26T20:05:25.1443309Z * [new branch] gh/soulitzer/319/orig -> origin/gh/soulitzer/319/orig 2025-08-26T20:05:25.1443383Z * [new branch] gh/soulitzer/320/base -> origin/gh/soulitzer/320/base 2025-08-26T20:05:25.1443458Z * [new branch] gh/soulitzer/320/head -> origin/gh/soulitzer/320/head 2025-08-26T20:05:25.1443542Z * [new branch] gh/soulitzer/320/orig -> origin/gh/soulitzer/320/orig 2025-08-26T20:05:25.1443661Z * [new branch] gh/soulitzer/336/base -> origin/gh/soulitzer/336/base 2025-08-26T20:05:25.1443778Z * [new branch] gh/soulitzer/336/head -> origin/gh/soulitzer/336/head 2025-08-26T20:05:25.1443892Z * [new branch] gh/soulitzer/336/orig -> origin/gh/soulitzer/336/orig 2025-08-26T20:05:25.1444011Z * [new branch] gh/soulitzer/347/base -> origin/gh/soulitzer/347/base 2025-08-26T20:05:25.1444129Z * [new branch] gh/soulitzer/347/head -> origin/gh/soulitzer/347/head 2025-08-26T20:05:25.1444271Z * [new branch] gh/soulitzer/347/orig -> origin/gh/soulitzer/347/orig 2025-08-26T20:05:25.1446358Z * [new branch] gh/soulitzer/349/base -> origin/gh/soulitzer/349/base 2025-08-26T20:05:25.1446545Z * [new branch] gh/soulitzer/349/head -> origin/gh/soulitzer/349/head 2025-08-26T20:05:25.1446627Z * [new branch] gh/soulitzer/349/orig -> origin/gh/soulitzer/349/orig 2025-08-26T20:05:25.1446702Z * [new branch] gh/soulitzer/350/base -> origin/gh/soulitzer/350/base 2025-08-26T20:05:25.1446778Z * [new branch] gh/soulitzer/350/head -> origin/gh/soulitzer/350/head 2025-08-26T20:05:25.1446855Z * [new branch] gh/soulitzer/350/orig -> origin/gh/soulitzer/350/orig 2025-08-26T20:05:25.1446930Z * [new branch] gh/soulitzer/351/base -> origin/gh/soulitzer/351/base 2025-08-26T20:05:25.1447004Z * [new branch] gh/soulitzer/351/head -> origin/gh/soulitzer/351/head 2025-08-26T20:05:25.1447118Z * [new branch] gh/soulitzer/351/orig -> origin/gh/soulitzer/351/orig 2025-08-26T20:05:25.1447194Z * [new branch] gh/soulitzer/353/base -> origin/gh/soulitzer/353/base 2025-08-26T20:05:25.1447272Z * [new branch] gh/soulitzer/353/head -> origin/gh/soulitzer/353/head 2025-08-26T20:05:25.1447348Z * [new branch] gh/soulitzer/353/orig -> origin/gh/soulitzer/353/orig 2025-08-26T20:05:25.1447423Z * [new branch] gh/soulitzer/358/base -> origin/gh/soulitzer/358/base 2025-08-26T20:05:25.1447499Z * [new branch] gh/soulitzer/358/head -> origin/gh/soulitzer/358/head 2025-08-26T20:05:25.1447576Z * [new branch] gh/soulitzer/358/orig -> origin/gh/soulitzer/358/orig 2025-08-26T20:05:25.1447651Z * [new branch] gh/soulitzer/359/base -> origin/gh/soulitzer/359/base 2025-08-26T20:05:25.1447728Z * [new branch] gh/soulitzer/359/head -> origin/gh/soulitzer/359/head 2025-08-26T20:05:25.1447803Z * [new branch] gh/soulitzer/359/orig -> origin/gh/soulitzer/359/orig 2025-08-26T20:05:25.1447878Z * [new branch] gh/soulitzer/362/base -> origin/gh/soulitzer/362/base 2025-08-26T20:05:25.1447954Z * [new branch] gh/soulitzer/362/head -> origin/gh/soulitzer/362/head 2025-08-26T20:05:25.1448030Z * [new branch] gh/soulitzer/362/orig -> origin/gh/soulitzer/362/orig 2025-08-26T20:05:25.1448104Z * [new branch] gh/soulitzer/372/base -> origin/gh/soulitzer/372/base 2025-08-26T20:05:25.1448179Z * [new branch] gh/soulitzer/372/head -> origin/gh/soulitzer/372/head 2025-08-26T20:05:25.1448254Z * [new branch] gh/soulitzer/372/orig -> origin/gh/soulitzer/372/orig 2025-08-26T20:05:25.1449813Z * [new branch] gh/soulitzer/373/base -> origin/gh/soulitzer/373/base 2025-08-26T20:05:25.1449904Z * [new branch] gh/soulitzer/373/head -> origin/gh/soulitzer/373/head 2025-08-26T20:05:25.1449980Z * [new branch] gh/soulitzer/373/orig -> origin/gh/soulitzer/373/orig 2025-08-26T20:05:25.1450060Z * [new branch] gh/soulitzer/374/base -> origin/gh/soulitzer/374/base 2025-08-26T20:05:25.1450135Z * [new branch] gh/soulitzer/374/head -> origin/gh/soulitzer/374/head 2025-08-26T20:05:25.1450211Z * [new branch] gh/soulitzer/374/orig -> origin/gh/soulitzer/374/orig 2025-08-26T20:05:25.1450286Z * [new branch] gh/soulitzer/375/base -> origin/gh/soulitzer/375/base 2025-08-26T20:05:25.1450361Z * [new branch] gh/soulitzer/375/head -> origin/gh/soulitzer/375/head 2025-08-26T20:05:25.1450437Z * [new branch] gh/soulitzer/375/orig -> origin/gh/soulitzer/375/orig 2025-08-26T20:05:25.1450512Z * [new branch] gh/soulitzer/376/base -> origin/gh/soulitzer/376/base 2025-08-26T20:05:25.1450589Z * [new branch] gh/soulitzer/376/head -> origin/gh/soulitzer/376/head 2025-08-26T20:05:25.1450664Z * [new branch] gh/soulitzer/376/orig -> origin/gh/soulitzer/376/orig 2025-08-26T20:05:25.1450813Z * [new branch] gh/soulitzer/377/base -> origin/gh/soulitzer/377/base 2025-08-26T20:05:25.1450890Z * [new branch] gh/soulitzer/377/head -> origin/gh/soulitzer/377/head 2025-08-26T20:05:25.1450964Z * [new branch] gh/soulitzer/377/orig -> origin/gh/soulitzer/377/orig 2025-08-26T20:05:25.1451042Z * [new branch] gh/swolchok/728/next -> origin/gh/swolchok/728/next 2025-08-26T20:05:25.1451117Z * [new branch] gh/swolchok/758/base -> origin/gh/swolchok/758/base 2025-08-26T20:05:25.1451191Z * [new branch] gh/swolchok/758/head -> origin/gh/swolchok/758/head 2025-08-26T20:05:25.1451265Z * [new branch] gh/swolchok/758/orig -> origin/gh/swolchok/758/orig 2025-08-26T20:05:25.1451397Z * [new branch] gh/swolchok/767/base -> origin/gh/swolchok/767/base 2025-08-26T20:05:25.1451469Z * [new branch] gh/swolchok/767/head -> origin/gh/swolchok/767/head 2025-08-26T20:05:25.1451545Z * [new branch] gh/swolchok/767/orig -> origin/gh/swolchok/767/orig 2025-08-26T20:05:25.1451617Z * [new branch] gh/swolchok/768/base -> origin/gh/swolchok/768/base 2025-08-26T20:05:25.1451690Z * [new branch] gh/swolchok/768/head -> origin/gh/swolchok/768/head 2025-08-26T20:05:25.1453050Z * [new branch] gh/swolchok/768/orig -> origin/gh/swolchok/768/orig 2025-08-26T20:05:25.1453130Z * [new branch] gh/swolchok/769/base -> origin/gh/swolchok/769/base 2025-08-26T20:05:25.1453205Z * [new branch] gh/swolchok/769/head -> origin/gh/swolchok/769/head 2025-08-26T20:05:25.1453283Z * [new branch] gh/swolchok/769/orig -> origin/gh/swolchok/769/orig 2025-08-26T20:05:25.1453355Z * [new branch] gh/swolchok/771/base -> origin/gh/swolchok/771/base 2025-08-26T20:05:25.1453428Z * [new branch] gh/swolchok/771/head -> origin/gh/swolchok/771/head 2025-08-26T20:05:25.1453505Z * [new branch] gh/swolchok/771/orig -> origin/gh/swolchok/771/orig 2025-08-26T20:05:25.1453613Z * [new branch] gh/swolchok/772/base -> origin/gh/swolchok/772/base 2025-08-26T20:05:25.1453731Z * [new branch] gh/swolchok/772/head -> origin/gh/swolchok/772/head 2025-08-26T20:05:25.1453842Z * [new branch] gh/swolchok/772/orig -> origin/gh/swolchok/772/orig 2025-08-26T20:05:25.1453956Z * [new branch] gh/swolchok/773/base -> origin/gh/swolchok/773/base 2025-08-26T20:05:25.1454076Z * [new branch] gh/swolchok/773/head -> origin/gh/swolchok/773/head 2025-08-26T20:05:25.1454197Z * [new branch] gh/swolchok/773/orig -> origin/gh/swolchok/773/orig 2025-08-26T20:05:25.1454314Z * [new branch] gh/swolchok/786/base -> origin/gh/swolchok/786/base 2025-08-26T20:05:25.1454436Z * [new branch] gh/swolchok/786/head -> origin/gh/swolchok/786/head 2025-08-26T20:05:25.1454557Z * [new branch] gh/swolchok/786/orig -> origin/gh/swolchok/786/orig 2025-08-26T20:05:25.1454677Z * [new branch] gh/swolchok/787/base -> origin/gh/swolchok/787/base 2025-08-26T20:05:25.1454796Z * [new branch] gh/swolchok/787/head -> origin/gh/swolchok/787/head 2025-08-26T20:05:25.1454922Z * [new branch] gh/swolchok/787/orig -> origin/gh/swolchok/787/orig 2025-08-26T20:05:25.1455044Z * [new branch] gh/swolchok/788/base -> origin/gh/swolchok/788/base 2025-08-26T20:05:25.1455169Z * [new branch] gh/swolchok/788/head -> origin/gh/swolchok/788/head 2025-08-26T20:05:25.1455291Z * [new branch] gh/swolchok/788/orig -> origin/gh/swolchok/788/orig 2025-08-26T20:05:25.1455413Z * [new branch] gh/swolchok/789/base -> origin/gh/swolchok/789/base 2025-08-26T20:05:25.1455636Z * [new branch] gh/swolchok/789/head -> origin/gh/swolchok/789/head 2025-08-26T20:05:25.1455756Z * [new branch] gh/swolchok/789/orig -> origin/gh/swolchok/789/orig 2025-08-26T20:05:25.1458120Z * [new branch] gh/swolchok/790/base -> origin/gh/swolchok/790/base 2025-08-26T20:05:25.1458248Z * [new branch] gh/swolchok/790/head -> origin/gh/swolchok/790/head 2025-08-26T20:05:25.1458371Z * [new branch] gh/swolchok/790/orig -> origin/gh/swolchok/790/orig 2025-08-26T20:05:25.1458495Z * [new branch] gh/swolchok/791/base -> origin/gh/swolchok/791/base 2025-08-26T20:05:25.1458618Z * [new branch] gh/swolchok/791/head -> origin/gh/swolchok/791/head 2025-08-26T20:05:25.1458816Z * [new branch] gh/swolchok/791/orig -> origin/gh/swolchok/791/orig 2025-08-26T20:05:25.1458937Z * [new branch] gh/swolchok/792/base -> origin/gh/swolchok/792/base 2025-08-26T20:05:25.1459058Z * [new branch] gh/swolchok/792/head -> origin/gh/swolchok/792/head 2025-08-26T20:05:25.1459175Z * [new branch] gh/swolchok/792/orig -> origin/gh/swolchok/792/orig 2025-08-26T20:05:25.1459297Z * [new branch] gh/swolchok/793/base -> origin/gh/swolchok/793/base 2025-08-26T20:05:25.1459421Z * [new branch] gh/swolchok/793/head -> origin/gh/swolchok/793/head 2025-08-26T20:05:25.1459543Z * [new branch] gh/swolchok/793/orig -> origin/gh/swolchok/793/orig 2025-08-26T20:05:25.1459791Z * [new branch] gh/swolchok/794/base -> origin/gh/swolchok/794/base 2025-08-26T20:05:25.1459917Z * [new branch] gh/swolchok/794/head -> origin/gh/swolchok/794/head 2025-08-26T20:05:25.1460048Z * [new branch] gh/swolchok/794/orig -> origin/gh/swolchok/794/orig 2025-08-26T20:05:25.1460178Z * [new branch] gh/swolchok/795/base -> origin/gh/swolchok/795/base 2025-08-26T20:05:25.1460305Z * [new branch] gh/swolchok/795/head -> origin/gh/swolchok/795/head 2025-08-26T20:05:25.1460427Z * [new branch] gh/swolchok/795/orig -> origin/gh/swolchok/795/orig 2025-08-26T20:05:25.1460545Z * [new branch] gh/swolchok/796/base -> origin/gh/swolchok/796/base 2025-08-26T20:05:25.1460636Z * [new branch] gh/swolchok/796/head -> origin/gh/swolchok/796/head 2025-08-26T20:05:25.1460710Z * [new branch] gh/swolchok/796/orig -> origin/gh/swolchok/796/orig 2025-08-26T20:05:25.1460783Z * [new branch] gh/swolchok/797/base -> origin/gh/swolchok/797/base 2025-08-26T20:05:25.1460859Z * [new branch] gh/swolchok/797/head -> origin/gh/swolchok/797/head 2025-08-26T20:05:25.1460931Z * [new branch] gh/swolchok/797/orig -> origin/gh/swolchok/797/orig 2025-08-26T20:05:25.1462642Z * [new branch] gh/swolchok/798/base -> origin/gh/swolchok/798/base 2025-08-26T20:05:25.1462725Z * [new branch] gh/swolchok/798/head -> origin/gh/swolchok/798/head 2025-08-26T20:05:25.1462799Z * [new branch] gh/swolchok/798/orig -> origin/gh/swolchok/798/orig 2025-08-26T20:05:25.1462872Z * [new branch] gh/swolchok/799/base -> origin/gh/swolchok/799/base 2025-08-26T20:05:25.1462946Z * [new branch] gh/swolchok/799/head -> origin/gh/swolchok/799/head 2025-08-26T20:05:25.1463018Z * [new branch] gh/swolchok/799/orig -> origin/gh/swolchok/799/orig 2025-08-26T20:05:25.1463091Z * [new branch] gh/swolchok/800/base -> origin/gh/swolchok/800/base 2025-08-26T20:05:25.1463169Z * [new branch] gh/swolchok/800/head -> origin/gh/swolchok/800/head 2025-08-26T20:05:25.1463241Z * [new branch] gh/swolchok/800/orig -> origin/gh/swolchok/800/orig 2025-08-26T20:05:25.1463419Z * [new branch] gh/swolchok/801/base -> origin/gh/swolchok/801/base 2025-08-26T20:05:25.1463494Z * [new branch] gh/swolchok/801/head -> origin/gh/swolchok/801/head 2025-08-26T20:05:25.1463566Z * [new branch] gh/swolchok/801/orig -> origin/gh/swolchok/801/orig 2025-08-26T20:05:25.1463640Z * [new branch] gh/swolchok/802/base -> origin/gh/swolchok/802/base 2025-08-26T20:05:25.1463713Z * [new branch] gh/swolchok/802/head -> origin/gh/swolchok/802/head 2025-08-26T20:05:25.1463786Z * [new branch] gh/swolchok/802/orig -> origin/gh/swolchok/802/orig 2025-08-26T20:05:25.1463858Z * [new branch] gh/swolchok/803/base -> origin/gh/swolchok/803/base 2025-08-26T20:05:25.1463999Z * [new branch] gh/swolchok/803/head -> origin/gh/swolchok/803/head 2025-08-26T20:05:25.1464071Z * [new branch] gh/swolchok/803/orig -> origin/gh/swolchok/803/orig 2025-08-26T20:05:25.1464145Z * [new branch] gh/swolchok/804/base -> origin/gh/swolchok/804/base 2025-08-26T20:05:25.1464218Z * [new branch] gh/swolchok/804/head -> origin/gh/swolchok/804/head 2025-08-26T20:05:25.1464291Z * [new branch] gh/swolchok/804/orig -> origin/gh/swolchok/804/orig 2025-08-26T20:05:25.1464363Z * [new branch] gh/swolchok/805/base -> origin/gh/swolchok/805/base 2025-08-26T20:05:25.1464436Z * [new branch] gh/swolchok/805/head -> origin/gh/swolchok/805/head 2025-08-26T20:05:25.1464508Z * [new branch] gh/swolchok/805/orig -> origin/gh/swolchok/805/orig 2025-08-26T20:05:25.1465894Z * [new branch] gh/swolchok/806/base -> origin/gh/swolchok/806/base 2025-08-26T20:05:25.1465974Z * [new branch] gh/swolchok/806/head -> origin/gh/swolchok/806/head 2025-08-26T20:05:25.1466090Z * [new branch] gh/swolchok/806/orig -> origin/gh/swolchok/806/orig 2025-08-26T20:05:25.1466212Z * [new branch] gh/swolchok/807/base -> origin/gh/swolchok/807/base 2025-08-26T20:05:25.1466327Z * [new branch] gh/swolchok/807/head -> origin/gh/swolchok/807/head 2025-08-26T20:05:25.1466443Z * [new branch] gh/swolchok/807/orig -> origin/gh/swolchok/807/orig 2025-08-26T20:05:25.1466564Z * [new branch] gh/swolchok/808/base -> origin/gh/swolchok/808/base 2025-08-26T20:05:25.1466693Z * [new branch] gh/swolchok/808/head -> origin/gh/swolchok/808/head 2025-08-26T20:05:25.1466819Z * [new branch] gh/swolchok/808/orig -> origin/gh/swolchok/808/orig 2025-08-26T20:05:25.1466948Z * [new branch] gh/swolchok/809/base -> origin/gh/swolchok/809/base 2025-08-26T20:05:25.1467065Z * [new branch] gh/swolchok/809/head -> origin/gh/swolchok/809/head 2025-08-26T20:05:25.1467171Z * [new branch] gh/swolchok/809/orig -> origin/gh/swolchok/809/orig 2025-08-26T20:05:25.1467253Z * [new branch] gh/syed-ahmed/2/base -> origin/gh/syed-ahmed/2/base 2025-08-26T20:05:25.1467327Z * [new branch] gh/syed-ahmed/2/head -> origin/gh/syed-ahmed/2/head 2025-08-26T20:05:25.1467400Z * [new branch] gh/syed-ahmed/2/orig -> origin/gh/syed-ahmed/2/orig 2025-08-26T20:05:25.1467471Z * [new branch] gh/syed-ahmed/3/base -> origin/gh/syed-ahmed/3/base 2025-08-26T20:05:25.1467543Z * [new branch] gh/syed-ahmed/3/head -> origin/gh/syed-ahmed/3/head 2025-08-26T20:05:25.1467615Z * [new branch] gh/syed-ahmed/3/orig -> origin/gh/syed-ahmed/3/orig 2025-08-26T20:05:25.1467689Z * [new branch] gh/syed-ahmed/4/base -> origin/gh/syed-ahmed/4/base 2025-08-26T20:05:25.1467761Z * [new branch] gh/syed-ahmed/4/head -> origin/gh/syed-ahmed/4/head 2025-08-26T20:05:25.1467892Z * [new branch] gh/syed-ahmed/4/orig -> origin/gh/syed-ahmed/4/orig 2025-08-26T20:05:25.1467966Z * [new branch] gh/teja-rao/4/base -> origin/gh/teja-rao/4/base 2025-08-26T20:05:25.1468040Z * [new branch] gh/teja-rao/4/head -> origin/gh/teja-rao/4/head 2025-08-26T20:05:25.1468112Z * [new branch] gh/teja-rao/4/orig -> origin/gh/teja-rao/4/orig 2025-08-26T20:05:25.1469817Z * [new branch] gh/tianyu-l/2/base -> origin/gh/tianyu-l/2/base 2025-08-26T20:05:25.1469902Z * [new branch] gh/tianyu-l/2/head -> origin/gh/tianyu-l/2/head 2025-08-26T20:05:25.1469976Z * [new branch] gh/tianyu-l/2/orig -> origin/gh/tianyu-l/2/orig 2025-08-26T20:05:25.1470148Z * [new branch] gh/tugsbayasgalan/1/base -> origin/gh/tugsbayasgalan/1/base 2025-08-26T20:05:25.1470234Z * [new branch] gh/tugsbayasgalan/1/head -> origin/gh/tugsbayasgalan/1/head 2025-08-26T20:05:25.1470324Z * [new branch] gh/tugsbayasgalan/1/orig -> origin/gh/tugsbayasgalan/1/orig 2025-08-26T20:05:25.1470406Z * [new branch] gh/tugsbayasgalan/2/base -> origin/gh/tugsbayasgalan/2/base 2025-08-26T20:05:25.1470489Z * [new branch] gh/tugsbayasgalan/2/head -> origin/gh/tugsbayasgalan/2/head 2025-08-26T20:05:25.1470571Z * [new branch] gh/tugsbayasgalan/2/orig -> origin/gh/tugsbayasgalan/2/orig 2025-08-26T20:05:25.1470652Z * [new branch] gh/tugsbayasgalan/3/base -> origin/gh/tugsbayasgalan/3/base 2025-08-26T20:05:25.1470733Z * [new branch] gh/tugsbayasgalan/3/head -> origin/gh/tugsbayasgalan/3/head 2025-08-26T20:05:25.1470818Z * [new branch] gh/tugsbayasgalan/3/orig -> origin/gh/tugsbayasgalan/3/orig 2025-08-26T20:05:25.1470887Z * [new branch] gh/v0i0/1/base -> origin/gh/v0i0/1/base 2025-08-26T20:05:25.1470955Z * [new branch] gh/v0i0/1/head -> origin/gh/v0i0/1/head 2025-08-26T20:05:25.1471024Z * [new branch] gh/v0i0/1/orig -> origin/gh/v0i0/1/orig 2025-08-26T20:05:25.1471089Z * [new branch] gh/v0i0/2/base -> origin/gh/v0i0/2/base 2025-08-26T20:05:25.1471153Z * [new branch] gh/v0i0/2/head -> origin/gh/v0i0/2/head 2025-08-26T20:05:25.1471216Z * [new branch] gh/v0i0/2/orig -> origin/gh/v0i0/2/orig 2025-08-26T20:05:25.1471281Z * [new branch] gh/v0i0/3/base -> origin/gh/v0i0/3/base 2025-08-26T20:05:25.1471344Z * [new branch] gh/v0i0/3/head -> origin/gh/v0i0/3/head 2025-08-26T20:05:25.1471410Z * [new branch] gh/v0i0/3/orig -> origin/gh/v0i0/3/orig 2025-08-26T20:05:25.1471474Z * [new branch] gh/v0i0/4/base -> origin/gh/v0i0/4/base 2025-08-26T20:05:25.1471538Z * [new branch] gh/v0i0/4/head -> origin/gh/v0i0/4/head 2025-08-26T20:05:25.1471604Z * [new branch] gh/v0i0/4/orig -> origin/gh/v0i0/4/orig 2025-08-26T20:05:25.1473316Z * [new branch] gh/v0i0/5/base -> origin/gh/v0i0/5/base 2025-08-26T20:05:25.1473447Z * [new branch] gh/v0i0/5/head -> origin/gh/v0i0/5/head 2025-08-26T20:05:25.1473550Z * [new branch] gh/v0i0/5/orig -> origin/gh/v0i0/5/orig 2025-08-26T20:05:25.1473654Z * [new branch] gh/v0i0/6/base -> origin/gh/v0i0/6/base 2025-08-26T20:05:25.1473759Z * [new branch] gh/v0i0/6/head -> origin/gh/v0i0/6/head 2025-08-26T20:05:25.1473871Z * [new branch] gh/v0i0/6/orig -> origin/gh/v0i0/6/orig 2025-08-26T20:05:25.1473978Z * [new branch] gh/v0i0/7/base -> origin/gh/v0i0/7/base 2025-08-26T20:05:25.1474083Z * [new branch] gh/v0i0/7/head -> origin/gh/v0i0/7/head 2025-08-26T20:05:25.1474309Z * [new branch] gh/v0i0/7/orig -> origin/gh/v0i0/7/orig 2025-08-26T20:05:25.1474429Z * [new branch] gh/vkuzo/1/next -> origin/gh/vkuzo/1/next 2025-08-26T20:05:25.1474543Z * [new branch] gh/vkuzo/2/next -> origin/gh/vkuzo/2/next 2025-08-26T20:05:25.1474650Z * [new branch] gh/vkuzo/3/next -> origin/gh/vkuzo/3/next 2025-08-26T20:05:25.1474757Z * [new branch] gh/vkuzo/4/base -> origin/gh/vkuzo/4/base 2025-08-26T20:05:25.1474855Z * [new branch] gh/vkuzo/4/head -> origin/gh/vkuzo/4/head 2025-08-26T20:05:25.1474921Z * [new branch] gh/vkuzo/4/orig -> origin/gh/vkuzo/4/orig 2025-08-26T20:05:25.1475061Z * [new branch] gh/wconstab/392/base -> origin/gh/wconstab/392/base 2025-08-26T20:05:25.1475138Z * [new branch] gh/wconstab/392/head -> origin/gh/wconstab/392/head 2025-08-26T20:05:25.1475216Z * [new branch] gh/wconstab/392/orig -> origin/gh/wconstab/392/orig 2025-08-26T20:05:25.1475292Z * [new branch] gh/wconstab/419/base -> origin/gh/wconstab/419/base 2025-08-26T20:05:25.1475365Z * [new branch] gh/wconstab/419/head -> origin/gh/wconstab/419/head 2025-08-26T20:05:25.1475438Z * [new branch] gh/wconstab/419/orig -> origin/gh/wconstab/419/orig 2025-08-26T20:05:25.1475510Z * [new branch] gh/wconstab/424/base -> origin/gh/wconstab/424/base 2025-08-26T20:05:25.1475584Z * [new branch] gh/wconstab/424/head -> origin/gh/wconstab/424/head 2025-08-26T20:05:25.1475661Z * [new branch] gh/wconstab/424/orig -> origin/gh/wconstab/424/orig 2025-08-26T20:05:25.1477286Z * [new branch] gh/wconstab/432/base -> origin/gh/wconstab/432/base 2025-08-26T20:05:25.1477372Z * [new branch] gh/wconstab/432/head -> origin/gh/wconstab/432/head 2025-08-26T20:05:25.1477452Z * [new branch] gh/wconstab/432/orig -> origin/gh/wconstab/432/orig 2025-08-26T20:05:25.1477526Z * [new branch] gh/wconstab/433/base -> origin/gh/wconstab/433/base 2025-08-26T20:05:25.1477598Z * [new branch] gh/wconstab/433/head -> origin/gh/wconstab/433/head 2025-08-26T20:05:25.1477671Z * [new branch] gh/wconstab/433/orig -> origin/gh/wconstab/433/orig 2025-08-26T20:05:25.1477743Z * [new branch] gh/wconstab/434/base -> origin/gh/wconstab/434/base 2025-08-26T20:05:25.1477817Z * [new branch] gh/wconstab/434/head -> origin/gh/wconstab/434/head 2025-08-26T20:05:25.1477893Z * [new branch] gh/wconstab/434/orig -> origin/gh/wconstab/434/orig 2025-08-26T20:05:25.1477966Z * [new branch] gh/wconstab/435/base -> origin/gh/wconstab/435/base 2025-08-26T20:05:25.1478039Z * [new branch] gh/wconstab/435/head -> origin/gh/wconstab/435/head 2025-08-26T20:05:25.1478114Z * [new branch] gh/wconstab/435/orig -> origin/gh/wconstab/435/orig 2025-08-26T20:05:25.1478187Z * [new branch] gh/wconstab/436/base -> origin/gh/wconstab/436/base 2025-08-26T20:05:25.1478260Z * [new branch] gh/wconstab/436/head -> origin/gh/wconstab/436/head 2025-08-26T20:05:25.1478333Z * [new branch] gh/wconstab/436/orig -> origin/gh/wconstab/436/orig 2025-08-26T20:05:25.1478405Z * [new branch] gh/wconstab/437/base -> origin/gh/wconstab/437/base 2025-08-26T20:05:25.1478479Z * [new branch] gh/wconstab/437/head -> origin/gh/wconstab/437/head 2025-08-26T20:05:25.1478554Z * [new branch] gh/wconstab/437/orig -> origin/gh/wconstab/437/orig 2025-08-26T20:05:25.1478626Z * [new branch] gh/wconstab/438/base -> origin/gh/wconstab/438/base 2025-08-26T20:05:25.1478744Z * [new branch] gh/wconstab/438/head -> origin/gh/wconstab/438/head 2025-08-26T20:05:25.1478817Z * [new branch] gh/wconstab/438/orig -> origin/gh/wconstab/438/orig 2025-08-26T20:05:25.1478890Z * [new branch] gh/wconstab/439/base -> origin/gh/wconstab/439/base 2025-08-26T20:05:25.1478963Z * [new branch] gh/wconstab/439/head -> origin/gh/wconstab/439/head 2025-08-26T20:05:25.1479035Z * [new branch] gh/wconstab/439/orig -> origin/gh/wconstab/439/orig 2025-08-26T20:05:25.1479109Z * [new branch] gh/wconstab/440/base -> origin/gh/wconstab/440/base 2025-08-26T20:05:25.1480593Z * [new branch] gh/wconstab/440/head -> origin/gh/wconstab/440/head 2025-08-26T20:05:25.1480751Z * [new branch] gh/wconstab/440/orig -> origin/gh/wconstab/440/orig 2025-08-26T20:05:25.1480825Z * [new branch] gh/wconstab/441/base -> origin/gh/wconstab/441/base 2025-08-26T20:05:25.1480903Z * [new branch] gh/wconstab/441/head -> origin/gh/wconstab/441/head 2025-08-26T20:05:25.1480976Z * [new branch] gh/wconstab/441/orig -> origin/gh/wconstab/441/orig 2025-08-26T20:05:25.1481048Z * [new branch] gh/wconstab/442/base -> origin/gh/wconstab/442/base 2025-08-26T20:05:25.1481122Z * [new branch] gh/wconstab/442/head -> origin/gh/wconstab/442/head 2025-08-26T20:05:25.1481195Z * [new branch] gh/wconstab/442/orig -> origin/gh/wconstab/442/orig 2025-08-26T20:05:25.1481268Z * [new branch] gh/wconstab/443/base -> origin/gh/wconstab/443/base 2025-08-26T20:05:25.1481345Z * [new branch] gh/wconstab/443/head -> origin/gh/wconstab/443/head 2025-08-26T20:05:25.1481417Z * [new branch] gh/wconstab/443/orig -> origin/gh/wconstab/443/orig 2025-08-26T20:05:25.1481489Z * [new branch] gh/wconstab/444/base -> origin/gh/wconstab/444/base 2025-08-26T20:05:25.1481563Z * [new branch] gh/wconstab/444/head -> origin/gh/wconstab/444/head 2025-08-26T20:05:25.1481635Z * [new branch] gh/wconstab/444/orig -> origin/gh/wconstab/444/orig 2025-08-26T20:05:25.1481707Z * [new branch] gh/wconstab/445/base -> origin/gh/wconstab/445/base 2025-08-26T20:05:25.1481779Z * [new branch] gh/wconstab/445/head -> origin/gh/wconstab/445/head 2025-08-26T20:05:25.1481852Z * [new branch] gh/wconstab/445/orig -> origin/gh/wconstab/445/orig 2025-08-26T20:05:25.1481929Z * [new branch] gh/weifengpy/27/base -> origin/gh/weifengpy/27/base 2025-08-26T20:05:25.1482005Z * [new branch] gh/weifengpy/27/head -> origin/gh/weifengpy/27/head 2025-08-26T20:05:25.1482113Z * [new branch] gh/weifengpy/27/orig -> origin/gh/weifengpy/27/orig 2025-08-26T20:05:25.1482228Z * [new branch] gh/weifengpy/30/base -> origin/gh/weifengpy/30/base 2025-08-26T20:05:25.1482343Z * [new branch] gh/weifengpy/30/head -> origin/gh/weifengpy/30/head 2025-08-26T20:05:25.1482460Z * [new branch] gh/weifengpy/30/orig -> origin/gh/weifengpy/30/orig 2025-08-26T20:05:25.1482581Z * [new branch] gh/weifengpy/33/base -> origin/gh/weifengpy/33/base 2025-08-26T20:05:25.1484811Z * [new branch] gh/weifengpy/33/head -> origin/gh/weifengpy/33/head 2025-08-26T20:05:25.1484966Z * [new branch] gh/weifengpy/33/orig -> origin/gh/weifengpy/33/orig 2025-08-26T20:05:25.1485112Z * [new branch] gh/williamwen42/196/base -> origin/gh/williamwen42/196/base 2025-08-26T20:05:25.1485260Z * [new branch] gh/williamwen42/196/head -> origin/gh/williamwen42/196/head 2025-08-26T20:05:25.1485403Z * [new branch] gh/williamwen42/196/orig -> origin/gh/williamwen42/196/orig 2025-08-26T20:05:25.1485661Z * [new branch] gh/williamwen42/250/base -> origin/gh/williamwen42/250/base 2025-08-26T20:05:25.1485792Z * [new branch] gh/williamwen42/250/head -> origin/gh/williamwen42/250/head 2025-08-26T20:05:25.1485924Z * [new branch] gh/williamwen42/250/orig -> origin/gh/williamwen42/250/orig 2025-08-26T20:05:25.1486061Z * [new branch] gh/williamwen42/258/base -> origin/gh/williamwen42/258/base 2025-08-26T20:05:25.1486202Z * [new branch] gh/williamwen42/258/head -> origin/gh/williamwen42/258/head 2025-08-26T20:05:25.1486340Z * [new branch] gh/williamwen42/258/orig -> origin/gh/williamwen42/258/orig 2025-08-26T20:05:25.1486529Z * [new branch] gh/williamwen42/260/base -> origin/gh/williamwen42/260/base 2025-08-26T20:05:25.1486665Z * [new branch] gh/williamwen42/260/head -> origin/gh/williamwen42/260/head 2025-08-26T20:05:25.1486804Z * [new branch] gh/williamwen42/260/orig -> origin/gh/williamwen42/260/orig 2025-08-26T20:05:25.1486943Z * [new branch] gh/williamwen42/261/base -> origin/gh/williamwen42/261/base 2025-08-26T20:05:25.1487075Z * [new branch] gh/williamwen42/261/head -> origin/gh/williamwen42/261/head 2025-08-26T20:05:25.1487207Z * [new branch] gh/williamwen42/261/orig -> origin/gh/williamwen42/261/orig 2025-08-26T20:05:25.1487334Z * [new branch] gh/williamwen42/263/base -> origin/gh/williamwen42/263/base 2025-08-26T20:05:25.1487463Z * [new branch] gh/williamwen42/263/head -> origin/gh/williamwen42/263/head 2025-08-26T20:05:25.1487596Z * [new branch] gh/williamwen42/263/orig -> origin/gh/williamwen42/263/orig 2025-08-26T20:05:25.1487735Z * [new branch] gh/williamwen42/264/base -> origin/gh/williamwen42/264/base 2025-08-26T20:05:25.1487868Z * [new branch] gh/williamwen42/264/head -> origin/gh/williamwen42/264/head 2025-08-26T20:05:25.1488009Z * [new branch] gh/williamwen42/264/orig -> origin/gh/williamwen42/264/orig 2025-08-26T20:05:25.1488161Z * [new branch] gh/williamwen42/265/base -> origin/gh/williamwen42/265/base 2025-08-26T20:05:25.1490084Z * [new branch] gh/williamwen42/265/head -> origin/gh/williamwen42/265/head 2025-08-26T20:05:25.1490188Z * [new branch] gh/williamwen42/265/orig -> origin/gh/williamwen42/265/orig 2025-08-26T20:05:25.1490270Z * [new branch] gh/williamwen42/266/base -> origin/gh/williamwen42/266/base 2025-08-26T20:05:25.1490350Z * [new branch] gh/williamwen42/266/head -> origin/gh/williamwen42/266/head 2025-08-26T20:05:25.1490434Z * [new branch] gh/williamwen42/266/orig -> origin/gh/williamwen42/266/orig 2025-08-26T20:05:25.1490514Z * [new branch] gh/williamwen42/267/base -> origin/gh/williamwen42/267/base 2025-08-26T20:05:25.1490594Z * [new branch] gh/williamwen42/267/head -> origin/gh/williamwen42/267/head 2025-08-26T20:05:25.1490679Z * [new branch] gh/williamwen42/267/orig -> origin/gh/williamwen42/267/orig 2025-08-26T20:05:25.1490760Z * [new branch] gh/williamwen42/268/base -> origin/gh/williamwen42/268/base 2025-08-26T20:05:25.1490839Z * [new branch] gh/williamwen42/268/head -> origin/gh/williamwen42/268/head 2025-08-26T20:05:25.1490918Z * [new branch] gh/williamwen42/268/orig -> origin/gh/williamwen42/268/orig 2025-08-26T20:05:25.1490999Z * [new branch] gh/williamwen42/269/base -> origin/gh/williamwen42/269/base 2025-08-26T20:05:25.1491078Z * [new branch] gh/williamwen42/269/head -> origin/gh/williamwen42/269/head 2025-08-26T20:05:25.1491159Z * [new branch] gh/williamwen42/269/orig -> origin/gh/williamwen42/269/orig 2025-08-26T20:05:25.1491240Z * [new branch] gh/williamwen42/270/base -> origin/gh/williamwen42/270/base 2025-08-26T20:05:25.1491419Z * [new branch] gh/williamwen42/270/head -> origin/gh/williamwen42/270/head 2025-08-26T20:05:25.1491498Z * [new branch] gh/williamwen42/270/orig -> origin/gh/williamwen42/270/orig 2025-08-26T20:05:25.1491578Z * [new branch] gh/williamwen42/271/base -> origin/gh/williamwen42/271/base 2025-08-26T20:05:25.1491658Z * [new branch] gh/williamwen42/271/head -> origin/gh/williamwen42/271/head 2025-08-26T20:05:25.1491737Z * [new branch] gh/williamwen42/271/orig -> origin/gh/williamwen42/271/orig 2025-08-26T20:05:25.1491817Z * [new branch] gh/williamwen42/272/base -> origin/gh/williamwen42/272/base 2025-08-26T20:05:25.1491963Z * [new branch] gh/williamwen42/272/head -> origin/gh/williamwen42/272/head 2025-08-26T20:05:25.1492042Z * [new branch] gh/williamwen42/272/orig -> origin/gh/williamwen42/272/orig 2025-08-26T20:05:25.1492124Z * [new branch] gh/williamwen42/273/base -> origin/gh/williamwen42/273/base 2025-08-26T20:05:25.1493531Z * [new branch] gh/williamwen42/273/head -> origin/gh/williamwen42/273/head 2025-08-26T20:05:25.1493619Z * [new branch] gh/williamwen42/273/orig -> origin/gh/williamwen42/273/orig 2025-08-26T20:05:25.1493700Z * [new branch] gh/williamwen42/274/base -> origin/gh/williamwen42/274/base 2025-08-26T20:05:25.1493781Z * [new branch] gh/williamwen42/274/head -> origin/gh/williamwen42/274/head 2025-08-26T20:05:25.1493859Z * [new branch] gh/williamwen42/274/orig -> origin/gh/williamwen42/274/orig 2025-08-26T20:05:25.1493940Z * [new branch] gh/williamwen42/275/base -> origin/gh/williamwen42/275/base 2025-08-26T20:05:25.1494025Z * [new branch] gh/williamwen42/275/head -> origin/gh/williamwen42/275/head 2025-08-26T20:05:25.1494104Z * [new branch] gh/williamwen42/276/base -> origin/gh/williamwen42/276/base 2025-08-26T20:05:25.1494189Z * [new branch] gh/williamwen42/276/head -> origin/gh/williamwen42/276/head 2025-08-26T20:05:25.1494269Z * [new branch] gh/williamwen42/276/orig -> origin/gh/williamwen42/276/orig 2025-08-26T20:05:25.1494348Z * [new branch] gh/williamwen42/277/base -> origin/gh/williamwen42/277/base 2025-08-26T20:05:25.1494429Z * [new branch] gh/williamwen42/277/head -> origin/gh/williamwen42/277/head 2025-08-26T20:05:25.1494510Z * [new branch] gh/williamwen42/277/orig -> origin/gh/williamwen42/277/orig 2025-08-26T20:05:25.1494589Z * [new branch] gh/williamwen42/278/base -> origin/gh/williamwen42/278/base 2025-08-26T20:05:25.1494671Z * [new branch] gh/williamwen42/278/head -> origin/gh/williamwen42/278/head 2025-08-26T20:05:25.1494751Z * [new branch] gh/williamwen42/278/orig -> origin/gh/williamwen42/278/orig 2025-08-26T20:05:25.1494832Z * [new branch] gh/williamwen42/279/base -> origin/gh/williamwen42/279/base 2025-08-26T20:05:25.1494911Z * [new branch] gh/williamwen42/279/head -> origin/gh/williamwen42/279/head 2025-08-26T20:05:25.1495038Z * [new branch] gh/williamwen42/279/orig -> origin/gh/williamwen42/279/orig 2025-08-26T20:05:25.1495155Z * [new branch] gh/xmfan/169/base -> origin/gh/xmfan/169/base 2025-08-26T20:05:25.1495261Z * [new branch] gh/xmfan/169/head -> origin/gh/xmfan/169/head 2025-08-26T20:05:25.1495369Z * [new branch] gh/xmfan/170/base -> origin/gh/xmfan/170/base 2025-08-26T20:05:25.1495475Z * [new branch] gh/xmfan/170/head -> origin/gh/xmfan/170/head 2025-08-26T20:05:25.1495589Z * [new branch] gh/xmfan/18/base -> origin/gh/xmfan/18/base 2025-08-26T20:05:25.1497742Z * [new branch] gh/xmfan/18/head -> origin/gh/xmfan/18/head 2025-08-26T20:05:25.1497985Z * [new branch] gh/xmfan/229/base -> origin/gh/xmfan/229/base 2025-08-26T20:05:25.1498102Z * [new branch] gh/xmfan/229/head -> origin/gh/xmfan/229/head 2025-08-26T20:05:25.1498219Z * [new branch] gh/xmfan/229/orig -> origin/gh/xmfan/229/orig 2025-08-26T20:05:25.1498330Z * [new branch] gh/xmfan/237/base -> origin/gh/xmfan/237/base 2025-08-26T20:05:25.1498449Z * [new branch] gh/xmfan/237/head -> origin/gh/xmfan/237/head 2025-08-26T20:05:25.1498560Z * [new branch] gh/xmfan/237/orig -> origin/gh/xmfan/237/orig 2025-08-26T20:05:25.1498671Z * [new branch] gh/xmfan/244/base -> origin/gh/xmfan/244/base 2025-08-26T20:05:25.1498848Z * [new branch] gh/xmfan/244/head -> origin/gh/xmfan/244/head 2025-08-26T20:05:25.1498967Z * [new branch] gh/xmfan/244/orig -> origin/gh/xmfan/244/orig 2025-08-26T20:05:25.1499083Z * [new branch] gh/xmfan/246/base -> origin/gh/xmfan/246/base 2025-08-26T20:05:25.1499194Z * [new branch] gh/xmfan/246/head -> origin/gh/xmfan/246/head 2025-08-26T20:05:25.1499308Z * [new branch] gh/xmfan/246/orig -> origin/gh/xmfan/246/orig 2025-08-26T20:05:25.1499424Z * [new branch] gh/xmfan/253/base -> origin/gh/xmfan/253/base 2025-08-26T20:05:25.1499541Z * [new branch] gh/xmfan/253/head -> origin/gh/xmfan/253/head 2025-08-26T20:05:25.1499777Z * [new branch] gh/xmfan/253/orig -> origin/gh/xmfan/253/orig 2025-08-26T20:05:25.1499897Z * [new branch] gh/xmfan/254/base -> origin/gh/xmfan/254/base 2025-08-26T20:05:25.1500023Z * [new branch] gh/xmfan/254/head -> origin/gh/xmfan/254/head 2025-08-26T20:05:25.1500137Z * [new branch] gh/xmfan/254/orig -> origin/gh/xmfan/254/orig 2025-08-26T20:05:25.1500263Z * [new branch] gh/xmfan/260/base -> origin/gh/xmfan/260/base 2025-08-26T20:05:25.1500377Z * [new branch] gh/xmfan/260/head -> origin/gh/xmfan/260/head 2025-08-26T20:05:25.1500494Z * [new branch] gh/xmfan/260/orig -> origin/gh/xmfan/260/orig 2025-08-26T20:05:25.1500612Z * [new branch] gh/xmfan/262/base -> origin/gh/xmfan/262/base 2025-08-26T20:05:25.1500728Z * [new branch] gh/xmfan/262/head -> origin/gh/xmfan/262/head 2025-08-26T20:05:25.1500846Z * [new branch] gh/xmfan/262/orig -> origin/gh/xmfan/262/orig 2025-08-26T20:05:25.1503507Z * [new branch] gh/xmfan/263/base -> origin/gh/xmfan/263/base 2025-08-26T20:05:25.1503635Z * [new branch] gh/xmfan/263/head -> origin/gh/xmfan/263/head 2025-08-26T20:05:25.1503750Z * [new branch] gh/xmfan/263/orig -> origin/gh/xmfan/263/orig 2025-08-26T20:05:25.1503872Z * [new branch] gh/xmfan/264/base -> origin/gh/xmfan/264/base 2025-08-26T20:05:25.1503990Z * [new branch] gh/xmfan/264/head -> origin/gh/xmfan/264/head 2025-08-26T20:05:25.1504108Z * [new branch] gh/xmfan/264/orig -> origin/gh/xmfan/264/orig 2025-08-26T20:05:25.1504225Z * [new branch] gh/xmfan/270/base -> origin/gh/xmfan/270/base 2025-08-26T20:05:25.1504343Z * [new branch] gh/xmfan/270/head -> origin/gh/xmfan/270/head 2025-08-26T20:05:25.1504463Z * [new branch] gh/xmfan/270/orig -> origin/gh/xmfan/270/orig 2025-08-26T20:05:25.1504582Z * [new branch] gh/xmfan/271/base -> origin/gh/xmfan/271/base 2025-08-26T20:05:25.1504702Z * [new branch] gh/xmfan/271/head -> origin/gh/xmfan/271/head 2025-08-26T20:05:25.1504817Z * [new branch] gh/xmfan/271/orig -> origin/gh/xmfan/271/orig 2025-08-26T20:05:25.1505074Z * [new branch] gh/xmfan/272/base -> origin/gh/xmfan/272/base 2025-08-26T20:05:25.1505192Z * [new branch] gh/xmfan/272/head -> origin/gh/xmfan/272/head 2025-08-26T20:05:25.1505309Z * [new branch] gh/xmfan/272/orig -> origin/gh/xmfan/272/orig 2025-08-26T20:05:25.1505425Z * [new branch] gh/xmfan/273/base -> origin/gh/xmfan/273/base 2025-08-26T20:05:25.1505537Z * [new branch] gh/xmfan/273/head -> origin/gh/xmfan/273/head 2025-08-26T20:05:25.1505646Z * [new branch] gh/xmfan/273/orig -> origin/gh/xmfan/273/orig 2025-08-26T20:05:25.1505758Z * [new branch] gh/xmfan/274/base -> origin/gh/xmfan/274/base 2025-08-26T20:05:25.1505965Z * [new branch] gh/xmfan/274/head -> origin/gh/xmfan/274/head 2025-08-26T20:05:25.1506080Z * [new branch] gh/xmfan/274/orig -> origin/gh/xmfan/274/orig 2025-08-26T20:05:25.1506200Z * [new branch] gh/xmfan/275/base -> origin/gh/xmfan/275/base 2025-08-26T20:05:25.1506320Z * [new branch] gh/xmfan/275/head -> origin/gh/xmfan/275/head 2025-08-26T20:05:25.1506433Z * [new branch] gh/xmfan/275/orig -> origin/gh/xmfan/275/orig 2025-08-26T20:05:25.1509165Z * [new branch] gh/xmfan/276/base -> origin/gh/xmfan/276/base 2025-08-26T20:05:25.1509322Z * [new branch] gh/xmfan/276/head -> origin/gh/xmfan/276/head 2025-08-26T20:05:25.1509441Z * [new branch] gh/xmfan/276/orig -> origin/gh/xmfan/276/orig 2025-08-26T20:05:25.1509557Z * [new branch] gh/xmfan/277/base -> origin/gh/xmfan/277/base 2025-08-26T20:05:25.1509861Z * [new branch] gh/xmfan/277/head -> origin/gh/xmfan/277/head 2025-08-26T20:05:25.1509983Z * [new branch] gh/xmfan/277/orig -> origin/gh/xmfan/277/orig 2025-08-26T20:05:25.1510102Z * [new branch] gh/xmfan/278/base -> origin/gh/xmfan/278/base 2025-08-26T20:05:25.1510221Z * [new branch] gh/xmfan/278/head -> origin/gh/xmfan/278/head 2025-08-26T20:05:25.1510335Z * [new branch] gh/xmfan/278/orig -> origin/gh/xmfan/278/orig 2025-08-26T20:05:25.1510455Z * [new branch] gh/xmfan/279/base -> origin/gh/xmfan/279/base 2025-08-26T20:05:25.1510575Z * [new branch] gh/xmfan/279/head -> origin/gh/xmfan/279/head 2025-08-26T20:05:25.1510692Z * [new branch] gh/xmfan/279/orig -> origin/gh/xmfan/279/orig 2025-08-26T20:05:25.1510810Z * [new branch] gh/xmfan/280/base -> origin/gh/xmfan/280/base 2025-08-26T20:05:25.1510931Z * [new branch] gh/xmfan/280/head -> origin/gh/xmfan/280/head 2025-08-26T20:05:25.1511048Z * [new branch] gh/xmfan/280/orig -> origin/gh/xmfan/280/orig 2025-08-26T20:05:25.1511170Z * [new branch] gh/xmfan/281/base -> origin/gh/xmfan/281/base 2025-08-26T20:05:25.1511286Z * [new branch] gh/xmfan/281/head -> origin/gh/xmfan/281/head 2025-08-26T20:05:25.1511402Z * [new branch] gh/xmfan/281/orig -> origin/gh/xmfan/281/orig 2025-08-26T20:05:25.1511522Z * [new branch] gh/xmfan/282/base -> origin/gh/xmfan/282/base 2025-08-26T20:05:25.1511641Z * [new branch] gh/xmfan/282/head -> origin/gh/xmfan/282/head 2025-08-26T20:05:25.1511760Z * [new branch] gh/xmfan/283/base -> origin/gh/xmfan/283/base 2025-08-26T20:05:25.1511877Z * [new branch] gh/xmfan/283/head -> origin/gh/xmfan/283/head 2025-08-26T20:05:25.1511994Z * [new branch] gh/xmfan/283/orig -> origin/gh/xmfan/283/orig 2025-08-26T20:05:25.1512140Z * [new branch] gh/xuanzhang816/14/base -> origin/gh/xuanzhang816/14/base 2025-08-26T20:05:25.1514840Z * [new branch] gh/xuanzhang816/14/head -> origin/gh/xuanzhang816/14/head 2025-08-26T20:05:25.1515033Z * [new branch] gh/xuanzhang816/14/orig -> origin/gh/xuanzhang816/14/orig 2025-08-26T20:05:25.1515173Z * [new branch] gh/xuanzhang816/19/base -> origin/gh/xuanzhang816/19/base 2025-08-26T20:05:25.1515314Z * [new branch] gh/xuanzhang816/19/head -> origin/gh/xuanzhang816/19/head 2025-08-26T20:05:25.1515457Z * [new branch] gh/xuanzhang816/19/orig -> origin/gh/xuanzhang816/19/orig 2025-08-26T20:05:25.1515590Z * [new branch] gh/xuanzhang816/22/base -> origin/gh/xuanzhang816/22/base 2025-08-26T20:05:25.1515811Z * [new branch] gh/xuanzhang816/22/head -> origin/gh/xuanzhang816/22/head 2025-08-26T20:05:25.1515948Z * [new branch] gh/xuanzhang816/22/orig -> origin/gh/xuanzhang816/22/orig 2025-08-26T20:05:25.1516082Z * [new branch] gh/xuanzhang816/23/base -> origin/gh/xuanzhang816/23/base 2025-08-26T20:05:25.1516218Z * [new branch] gh/xuanzhang816/23/head -> origin/gh/xuanzhang816/23/head 2025-08-26T20:05:25.1516354Z * [new branch] gh/xuanzhang816/23/orig -> origin/gh/xuanzhang816/23/orig 2025-08-26T20:05:25.1516488Z * [new branch] gh/xuanzhang816/24/base -> origin/gh/xuanzhang816/24/base 2025-08-26T20:05:25.1516624Z * [new branch] gh/xuanzhang816/24/head -> origin/gh/xuanzhang816/24/head 2025-08-26T20:05:25.1516760Z * [new branch] gh/xuanzhang816/24/orig -> origin/gh/xuanzhang816/24/orig 2025-08-26T20:05:25.1516895Z * [new branch] gh/yanbing-j/11/base -> origin/gh/yanbing-j/11/base 2025-08-26T20:05:25.1517028Z * [new branch] gh/yanbing-j/11/head -> origin/gh/yanbing-j/11/head 2025-08-26T20:05:25.1517150Z * [new branch] gh/yanbing-j/11/orig -> origin/gh/yanbing-j/11/orig 2025-08-26T20:05:25.1517281Z * [new branch] gh/yanbing-j/12/base -> origin/gh/yanbing-j/12/base 2025-08-26T20:05:25.1517409Z * [new branch] gh/yanbing-j/12/head -> origin/gh/yanbing-j/12/head 2025-08-26T20:05:25.1517533Z * [new branch] gh/yanbing-j/12/orig -> origin/gh/yanbing-j/12/orig 2025-08-26T20:05:25.1517660Z * [new branch] gh/yanbing-j/13/base -> origin/gh/yanbing-j/13/base 2025-08-26T20:05:25.1517787Z * [new branch] gh/yanbing-j/13/head -> origin/gh/yanbing-j/13/head 2025-08-26T20:05:25.1517909Z * [new branch] gh/yanbing-j/13/orig -> origin/gh/yanbing-j/13/orig 2025-08-26T20:05:25.1518035Z * [new branch] gh/yanbing-j/14/base -> origin/gh/yanbing-j/14/base 2025-08-26T20:05:25.1520730Z * [new branch] gh/yanbing-j/14/head -> origin/gh/yanbing-j/14/head 2025-08-26T20:05:25.1520898Z * [new branch] gh/yanbing-j/14/orig -> origin/gh/yanbing-j/14/orig 2025-08-26T20:05:25.1521034Z * [new branch] gh/yanbing-j/15/base -> origin/gh/yanbing-j/15/base 2025-08-26T20:05:25.1521154Z * [new branch] gh/yanbing-j/15/head -> origin/gh/yanbing-j/15/head 2025-08-26T20:05:25.1521275Z * [new branch] gh/yanbing-j/15/orig -> origin/gh/yanbing-j/15/orig 2025-08-26T20:05:25.1521391Z * [new branch] gh/yanbing-j/18/base -> origin/gh/yanbing-j/18/base 2025-08-26T20:05:25.1521507Z * [new branch] gh/yanbing-j/18/head -> origin/gh/yanbing-j/18/head 2025-08-26T20:05:25.1521626Z * [new branch] gh/yanbing-j/18/orig -> origin/gh/yanbing-j/18/orig 2025-08-26T20:05:25.1521747Z * [new branch] gh/yanbing-j/19/base -> origin/gh/yanbing-j/19/base 2025-08-26T20:05:25.1521860Z * [new branch] gh/yanbing-j/19/head -> origin/gh/yanbing-j/19/head 2025-08-26T20:05:25.1521937Z * [new branch] gh/yanbing-j/19/orig -> origin/gh/yanbing-j/19/orig 2025-08-26T20:05:25.1522137Z * [new branch] gh/yanbing-j/20/base -> origin/gh/yanbing-j/20/base 2025-08-26T20:05:25.1522210Z * [new branch] gh/yanbing-j/20/head -> origin/gh/yanbing-j/20/head 2025-08-26T20:05:25.1522282Z * [new branch] gh/yanbing-j/20/orig -> origin/gh/yanbing-j/20/orig 2025-08-26T20:05:25.1522354Z * [new branch] gh/yanbing-j/21/base -> origin/gh/yanbing-j/21/base 2025-08-26T20:05:25.1522427Z * [new branch] gh/yanbing-j/21/head -> origin/gh/yanbing-j/21/head 2025-08-26T20:05:25.1522498Z * [new branch] gh/yanbing-j/22/base -> origin/gh/yanbing-j/22/base 2025-08-26T20:05:25.1522630Z * [new branch] gh/yanbing-j/22/head -> origin/gh/yanbing-j/22/head 2025-08-26T20:05:25.1522702Z * [new branch] gh/yanbing-j/22/orig -> origin/gh/yanbing-j/22/orig 2025-08-26T20:05:25.1522776Z * [new branch] gh/yanbing-j/23/base -> origin/gh/yanbing-j/23/base 2025-08-26T20:05:25.1522848Z * [new branch] gh/yanbing-j/23/head -> origin/gh/yanbing-j/23/head 2025-08-26T20:05:25.1522920Z * [new branch] gh/yanbing-j/23/orig -> origin/gh/yanbing-j/23/orig 2025-08-26T20:05:25.1522992Z * [new branch] gh/yanbing-j/24/base -> origin/gh/yanbing-j/24/base 2025-08-26T20:05:25.1523062Z * [new branch] gh/yanbing-j/24/head -> origin/gh/yanbing-j/24/head 2025-08-26T20:05:25.1525322Z * [new branch] gh/yanbing-j/24/orig -> origin/gh/yanbing-j/24/orig 2025-08-26T20:05:25.1525472Z * [new branch] gh/yanbing-j/25/base -> origin/gh/yanbing-j/25/base 2025-08-26T20:05:25.1525595Z * [new branch] gh/yanbing-j/25/head -> origin/gh/yanbing-j/25/head 2025-08-26T20:05:25.1525705Z * [new branch] gh/yanbing-j/25/orig -> origin/gh/yanbing-j/25/orig 2025-08-26T20:05:25.1525782Z * [new branch] gh/yanbing-j/26/base -> origin/gh/yanbing-j/26/base 2025-08-26T20:05:25.1525854Z * [new branch] gh/yanbing-j/26/head -> origin/gh/yanbing-j/26/head 2025-08-26T20:05:25.1526259Z * [new branch] gh/yanbing-j/26/orig -> origin/gh/yanbing-j/26/orig 2025-08-26T20:05:25.1526329Z * [new branch] gh/yanbing-j/36/base -> origin/gh/yanbing-j/36/base 2025-08-26T20:05:25.1526400Z * [new branch] gh/yanbing-j/36/head -> origin/gh/yanbing-j/36/head 2025-08-26T20:05:25.1526473Z * [new branch] gh/yanbing-j/36/orig -> origin/gh/yanbing-j/36/orig 2025-08-26T20:05:25.1526544Z * [new branch] gh/yanbing-j/37/base -> origin/gh/yanbing-j/37/base 2025-08-26T20:05:25.1526617Z * [new branch] gh/yanbing-j/37/head -> origin/gh/yanbing-j/37/head 2025-08-26T20:05:25.1526689Z * [new branch] gh/yanbing-j/37/orig -> origin/gh/yanbing-j/37/orig 2025-08-26T20:05:25.1526771Z * [new branch] gh/yangw-dev/1/base -> origin/gh/yangw-dev/1/base 2025-08-26T20:05:25.1526845Z * [new branch] gh/yangw-dev/10/base -> origin/gh/yangw-dev/10/base 2025-08-26T20:05:25.1526919Z * [new branch] gh/yangw-dev/10/head -> origin/gh/yangw-dev/10/head 2025-08-26T20:05:25.1526990Z * [new branch] gh/yangw-dev/10/orig -> origin/gh/yangw-dev/10/orig 2025-08-26T20:05:25.1527061Z * [new branch] gh/yangw-dev/11/base -> origin/gh/yangw-dev/11/base 2025-08-26T20:05:25.1527134Z * [new branch] gh/yangw-dev/11/head -> origin/gh/yangw-dev/11/head 2025-08-26T20:05:25.1527208Z * [new branch] gh/yangw-dev/11/orig -> origin/gh/yangw-dev/11/orig 2025-08-26T20:05:25.1527279Z * [new branch] gh/yangw-dev/12/base -> origin/gh/yangw-dev/12/base 2025-08-26T20:05:25.1528925Z * [new branch] gh/yangw-dev/12/head -> origin/gh/yangw-dev/12/head 2025-08-26T20:05:25.1529100Z * [new branch] gh/yangw-dev/12/orig -> origin/gh/yangw-dev/12/orig 2025-08-26T20:05:25.1529175Z * [new branch] gh/yangw-dev/13/base -> origin/gh/yangw-dev/13/base 2025-08-26T20:05:25.1529249Z * [new branch] gh/yangw-dev/13/head -> origin/gh/yangw-dev/13/head 2025-08-26T20:05:25.1529320Z * [new branch] gh/yangw-dev/13/orig -> origin/gh/yangw-dev/13/orig 2025-08-26T20:05:25.1529392Z * [new branch] gh/yangw-dev/14/base -> origin/gh/yangw-dev/14/base 2025-08-26T20:05:25.1529466Z * [new branch] gh/yangw-dev/14/head -> origin/gh/yangw-dev/14/head 2025-08-26T20:05:25.1529571Z * [new branch] gh/yangw-dev/14/orig -> origin/gh/yangw-dev/14/orig 2025-08-26T20:05:25.1529643Z * [new branch] gh/yangw-dev/15/base -> origin/gh/yangw-dev/15/base 2025-08-26T20:05:25.1529827Z * [new branch] gh/yangw-dev/15/head -> origin/gh/yangw-dev/15/head 2025-08-26T20:05:25.1529900Z * [new branch] gh/yangw-dev/15/orig -> origin/gh/yangw-dev/15/orig 2025-08-26T20:05:25.1529972Z * [new branch] gh/yangw-dev/16/base -> origin/gh/yangw-dev/16/base 2025-08-26T20:05:25.1530042Z * [new branch] gh/yangw-dev/16/head -> origin/gh/yangw-dev/16/head 2025-08-26T20:05:25.1530115Z * [new branch] gh/yangw-dev/16/orig -> origin/gh/yangw-dev/16/orig 2025-08-26T20:05:25.1530186Z * [new branch] gh/yangw-dev/17/base -> origin/gh/yangw-dev/17/base 2025-08-26T20:05:25.1530257Z * [new branch] gh/yangw-dev/17/head -> origin/gh/yangw-dev/17/head 2025-08-26T20:05:25.1530333Z * [new branch] gh/yangw-dev/17/orig -> origin/gh/yangw-dev/17/orig 2025-08-26T20:05:25.1530404Z * [new branch] gh/yangw-dev/18/base -> origin/gh/yangw-dev/18/base 2025-08-26T20:05:25.1530478Z * [new branch] gh/yangw-dev/18/head -> origin/gh/yangw-dev/18/head 2025-08-26T20:05:25.1530550Z * [new branch] gh/yangw-dev/18/orig -> origin/gh/yangw-dev/18/orig 2025-08-26T20:05:25.1530621Z * [new branch] gh/yangw-dev/19/base -> origin/gh/yangw-dev/19/base 2025-08-26T20:05:25.1530692Z * [new branch] gh/yangw-dev/19/head -> origin/gh/yangw-dev/19/head 2025-08-26T20:05:25.1530764Z * [new branch] gh/yangw-dev/19/orig -> origin/gh/yangw-dev/19/orig 2025-08-26T20:05:25.1530841Z * [new branch] gh/yangw-dev/2/base -> origin/gh/yangw-dev/2/base 2025-08-26T20:05:25.1530914Z * [new branch] gh/yangw-dev/2/head -> origin/gh/yangw-dev/2/head 2025-08-26T20:05:25.1530990Z * [new branch] gh/yangw-dev/20/base -> origin/gh/yangw-dev/20/base 2025-08-26T20:05:25.1531062Z * [new branch] gh/yangw-dev/20/head -> origin/gh/yangw-dev/20/head 2025-08-26T20:05:25.1531135Z * [new branch] gh/yangw-dev/20/orig -> origin/gh/yangw-dev/20/orig 2025-08-26T20:05:25.1531207Z * [new branch] gh/yangw-dev/21/base -> origin/gh/yangw-dev/21/base 2025-08-26T20:05:25.1531279Z * [new branch] gh/yangw-dev/21/head -> origin/gh/yangw-dev/21/head 2025-08-26T20:05:25.1531349Z * [new branch] gh/yangw-dev/21/orig -> origin/gh/yangw-dev/21/orig 2025-08-26T20:05:25.1531420Z * [new branch] gh/yangw-dev/22/base -> origin/gh/yangw-dev/22/base 2025-08-26T20:05:25.1531492Z * [new branch] gh/yangw-dev/22/head -> origin/gh/yangw-dev/22/head 2025-08-26T20:05:25.1531568Z * [new branch] gh/yangw-dev/22/orig -> origin/gh/yangw-dev/22/orig 2025-08-26T20:05:25.1531639Z * [new branch] gh/yangw-dev/23/base -> origin/gh/yangw-dev/23/base 2025-08-26T20:05:25.1531740Z * [new branch] gh/yangw-dev/23/head -> origin/gh/yangw-dev/23/head 2025-08-26T20:05:25.1531941Z * [new branch] gh/yangw-dev/23/orig -> origin/gh/yangw-dev/23/orig 2025-08-26T20:05:25.1532054Z * [new branch] gh/yangw-dev/3/base -> origin/gh/yangw-dev/3/base 2025-08-26T20:05:25.1532179Z * [new branch] gh/yangw-dev/3/head -> origin/gh/yangw-dev/3/head 2025-08-26T20:05:25.1532288Z * [new branch] gh/yangw-dev/4/base -> origin/gh/yangw-dev/4/base 2025-08-26T20:05:25.1532400Z * [new branch] gh/yangw-dev/4/head -> origin/gh/yangw-dev/4/head 2025-08-26T20:05:25.1532517Z * [new branch] gh/yangw-dev/5/base -> origin/gh/yangw-dev/5/base 2025-08-26T20:05:25.1532704Z * [new branch] gh/yangw-dev/5/head -> origin/gh/yangw-dev/5/head 2025-08-26T20:05:25.1532813Z * [new branch] gh/yangw-dev/6/base -> origin/gh/yangw-dev/6/base 2025-08-26T20:05:25.1532927Z * [new branch] gh/yangw-dev/6/head -> origin/gh/yangw-dev/6/head 2025-08-26T20:05:25.1533045Z * [new branch] gh/yangw-dev/7/base -> origin/gh/yangw-dev/7/base 2025-08-26T20:05:25.1533168Z * [new branch] gh/yangw-dev/7/head -> origin/gh/yangw-dev/7/head 2025-08-26T20:05:25.1535468Z * [new branch] gh/yangw-dev/8/base -> origin/gh/yangw-dev/8/base 2025-08-26T20:05:25.1535615Z * [new branch] gh/yangw-dev/8/head -> origin/gh/yangw-dev/8/head 2025-08-26T20:05:25.1535737Z * [new branch] gh/yangw-dev/8/orig -> origin/gh/yangw-dev/8/orig 2025-08-26T20:05:25.1535851Z * [new branch] gh/yangw-dev/9/base -> origin/gh/yangw-dev/9/base 2025-08-26T20:05:25.1535970Z * [new branch] gh/yangw-dev/9/head -> origin/gh/yangw-dev/9/head 2025-08-26T20:05:25.1536048Z * [new branch] gh/yangw-dev/9/orig -> origin/gh/yangw-dev/9/orig 2025-08-26T20:05:25.1536125Z * [new branch] gh/ydwu4/233/base -> origin/gh/ydwu4/233/base 2025-08-26T20:05:25.1536199Z * [new branch] gh/ydwu4/233/head -> origin/gh/ydwu4/233/head 2025-08-26T20:05:25.1536267Z * [new branch] gh/ydwu4/233/orig -> origin/gh/ydwu4/233/orig 2025-08-26T20:05:25.1536334Z * [new branch] gh/ydwu4/246/base -> origin/gh/ydwu4/246/base 2025-08-26T20:05:25.1536405Z * [new branch] gh/ydwu4/246/head -> origin/gh/ydwu4/246/head 2025-08-26T20:05:25.1536473Z * [new branch] gh/ydwu4/246/orig -> origin/gh/ydwu4/246/orig 2025-08-26T20:05:25.1536541Z * [new branch] gh/ydwu4/253/base -> origin/gh/ydwu4/253/base 2025-08-26T20:05:25.1536612Z * [new branch] gh/ydwu4/253/head -> origin/gh/ydwu4/253/head 2025-08-26T20:05:25.1536680Z * [new branch] gh/ydwu4/253/orig -> origin/gh/ydwu4/253/orig 2025-08-26T20:05:25.1536750Z * [new branch] gh/ydwu4/255/base -> origin/gh/ydwu4/255/base 2025-08-26T20:05:25.1536818Z * [new branch] gh/ydwu4/255/head -> origin/gh/ydwu4/255/head 2025-08-26T20:05:25.1536887Z * [new branch] gh/ydwu4/255/orig -> origin/gh/ydwu4/255/orig 2025-08-26T20:05:25.1536955Z * [new branch] gh/ydwu4/259/base -> origin/gh/ydwu4/259/base 2025-08-26T20:05:25.1537022Z * [new branch] gh/ydwu4/259/head -> origin/gh/ydwu4/259/head 2025-08-26T20:05:25.1537092Z * [new branch] gh/ydwu4/259/orig -> origin/gh/ydwu4/259/orig 2025-08-26T20:05:25.1537159Z * [new branch] gh/ydwu4/262/base -> origin/gh/ydwu4/262/base 2025-08-26T20:05:25.1537230Z * [new branch] gh/ydwu4/262/head -> origin/gh/ydwu4/262/head 2025-08-26T20:05:25.1537298Z * [new branch] gh/ydwu4/262/orig -> origin/gh/ydwu4/262/orig 2025-08-26T20:05:25.1538897Z * [new branch] gh/ydwu4/263/base -> origin/gh/ydwu4/263/base 2025-08-26T20:05:25.1538977Z * [new branch] gh/ydwu4/263/head -> origin/gh/ydwu4/263/head 2025-08-26T20:05:25.1539046Z * [new branch] gh/ydwu4/263/orig -> origin/gh/ydwu4/263/orig 2025-08-26T20:05:25.1539114Z * [new branch] gh/ydwu4/269/base -> origin/gh/ydwu4/269/base 2025-08-26T20:05:25.1539181Z * [new branch] gh/ydwu4/269/head -> origin/gh/ydwu4/269/head 2025-08-26T20:05:25.1539250Z * [new branch] gh/ydwu4/269/orig -> origin/gh/ydwu4/269/orig 2025-08-26T20:05:25.1539319Z * [new branch] gh/ydwu4/270/base -> origin/gh/ydwu4/270/base 2025-08-26T20:05:25.1539419Z * [new branch] gh/ydwu4/270/head -> origin/gh/ydwu4/270/head 2025-08-26T20:05:25.1539487Z * [new branch] gh/ydwu4/270/orig -> origin/gh/ydwu4/270/orig 2025-08-26T20:05:25.1539559Z * [new branch] gh/ydwu4/272/base -> origin/gh/ydwu4/272/base 2025-08-26T20:05:25.1539628Z * [new branch] gh/ydwu4/272/head -> origin/gh/ydwu4/272/head 2025-08-26T20:05:25.1539883Z * [new branch] gh/ydwu4/272/orig -> origin/gh/ydwu4/272/orig 2025-08-26T20:05:25.1539951Z * [new branch] gh/ydwu4/275/base -> origin/gh/ydwu4/275/base 2025-08-26T20:05:25.1540018Z * [new branch] gh/ydwu4/275/head -> origin/gh/ydwu4/275/head 2025-08-26T20:05:25.1540088Z * [new branch] gh/ydwu4/275/orig -> origin/gh/ydwu4/275/orig 2025-08-26T20:05:25.1540155Z * [new branch] gh/ydwu4/276/base -> origin/gh/ydwu4/276/base 2025-08-26T20:05:25.1540226Z * [new branch] gh/ydwu4/276/head -> origin/gh/ydwu4/276/head 2025-08-26T20:05:25.1540294Z * [new branch] gh/ydwu4/276/orig -> origin/gh/ydwu4/276/orig 2025-08-26T20:05:25.1540365Z * [new branch] gh/ydwu4/279/base -> origin/gh/ydwu4/279/base 2025-08-26T20:05:25.1540432Z * [new branch] gh/ydwu4/279/head -> origin/gh/ydwu4/279/head 2025-08-26T20:05:25.1540500Z * [new branch] gh/ydwu4/279/orig -> origin/gh/ydwu4/279/orig 2025-08-26T20:05:25.1540568Z * [new branch] gh/ydwu4/283/base -> origin/gh/ydwu4/283/base 2025-08-26T20:05:25.1540636Z * [new branch] gh/ydwu4/283/head -> origin/gh/ydwu4/283/head 2025-08-26T20:05:25.1540703Z * [new branch] gh/ydwu4/283/orig -> origin/gh/ydwu4/283/orig 2025-08-26T20:05:25.1542111Z * [new branch] gh/ydwu4/289/base -> origin/gh/ydwu4/289/base 2025-08-26T20:05:25.1542234Z * [new branch] gh/ydwu4/289/head -> origin/gh/ydwu4/289/head 2025-08-26T20:05:25.1542340Z * [new branch] gh/ydwu4/289/orig -> origin/gh/ydwu4/289/orig 2025-08-26T20:05:25.1542449Z * [new branch] gh/ydwu4/290/base -> origin/gh/ydwu4/290/base 2025-08-26T20:05:25.1542555Z * [new branch] gh/ydwu4/290/head -> origin/gh/ydwu4/290/head 2025-08-26T20:05:25.1542668Z * [new branch] gh/ydwu4/290/orig -> origin/gh/ydwu4/290/orig 2025-08-26T20:05:25.1542775Z * [new branch] gh/ydwu4/291/base -> origin/gh/ydwu4/291/base 2025-08-26T20:05:25.1542887Z * [new branch] gh/ydwu4/291/head -> origin/gh/ydwu4/291/head 2025-08-26T20:05:25.1542994Z * [new branch] gh/ydwu4/291/orig -> origin/gh/ydwu4/291/orig 2025-08-26T20:05:25.1543100Z * [new branch] gh/ydwu4/292/base -> origin/gh/ydwu4/292/base 2025-08-26T20:05:25.1543213Z * [new branch] gh/ydwu4/292/head -> origin/gh/ydwu4/292/head 2025-08-26T20:05:25.1543328Z * [new branch] gh/ydwu4/292/orig -> origin/gh/ydwu4/292/orig 2025-08-26T20:05:25.1543564Z * [new branch] gh/ydwu4/293/base -> origin/gh/ydwu4/293/base 2025-08-26T20:05:25.1543678Z * [new branch] gh/ydwu4/293/head -> origin/gh/ydwu4/293/head 2025-08-26T20:05:25.1543791Z * [new branch] gh/ydwu4/293/orig -> origin/gh/ydwu4/293/orig 2025-08-26T20:05:25.1543905Z * [new branch] gh/ydwu4/294/base -> origin/gh/ydwu4/294/base 2025-08-26T20:05:25.1544013Z * [new branch] gh/ydwu4/294/head -> origin/gh/ydwu4/294/head 2025-08-26T20:05:25.1544121Z * [new branch] gh/ydwu4/294/orig -> origin/gh/ydwu4/294/orig 2025-08-26T20:05:25.1544228Z * [new branch] gh/ydwu4/295/base -> origin/gh/ydwu4/295/base 2025-08-26T20:05:25.1544421Z * [new branch] gh/ydwu4/295/head -> origin/gh/ydwu4/295/head 2025-08-26T20:05:25.1544527Z * [new branch] gh/ydwu4/295/orig -> origin/gh/ydwu4/295/orig 2025-08-26T20:05:25.1544640Z * [new branch] gh/ydwu4/296/base -> origin/gh/ydwu4/296/base 2025-08-26T20:05:25.1544752Z * [new branch] gh/ydwu4/296/head -> origin/gh/ydwu4/296/head 2025-08-26T20:05:25.1544859Z * [new branch] gh/ydwu4/296/orig -> origin/gh/ydwu4/296/orig 2025-08-26T20:05:25.1547130Z * [new branch] gh/ydwu4/300/base -> origin/gh/ydwu4/300/base 2025-08-26T20:05:25.1547276Z * [new branch] gh/ydwu4/300/head -> origin/gh/ydwu4/300/head 2025-08-26T20:05:25.1547393Z * [new branch] gh/ydwu4/300/orig -> origin/gh/ydwu4/300/orig 2025-08-26T20:05:25.1547504Z * [new branch] gh/ydwu4/301/base -> origin/gh/ydwu4/301/base 2025-08-26T20:05:25.1547628Z * [new branch] gh/ydwu4/301/head -> origin/gh/ydwu4/301/head 2025-08-26T20:05:25.1547738Z * [new branch] gh/ydwu4/301/orig -> origin/gh/ydwu4/301/orig 2025-08-26T20:05:25.1547857Z * [new branch] gh/ydwu4/302/base -> origin/gh/ydwu4/302/base 2025-08-26T20:05:25.1547967Z * [new branch] gh/ydwu4/302/head -> origin/gh/ydwu4/302/head 2025-08-26T20:05:25.1548083Z * [new branch] gh/ydwu4/302/orig -> origin/gh/ydwu4/302/orig 2025-08-26T20:05:25.1548191Z * [new branch] gh/ydwu4/303/base -> origin/gh/ydwu4/303/base 2025-08-26T20:05:25.1548300Z * [new branch] gh/ydwu4/303/head -> origin/gh/ydwu4/303/head 2025-08-26T20:05:25.1548406Z * [new branch] gh/ydwu4/303/orig -> origin/gh/ydwu4/303/orig 2025-08-26T20:05:25.1548517Z * [new branch] gh/ydwu4/304/base -> origin/gh/ydwu4/304/base 2025-08-26T20:05:25.1548634Z * [new branch] gh/ydwu4/304/head -> origin/gh/ydwu4/304/head 2025-08-26T20:05:25.1548750Z * [new branch] gh/ydwu4/304/orig -> origin/gh/ydwu4/304/orig 2025-08-26T20:05:25.1548945Z * [new branch] gh/ydwu4/305/base -> origin/gh/ydwu4/305/base 2025-08-26T20:05:25.1549062Z * [new branch] gh/ydwu4/305/head -> origin/gh/ydwu4/305/head 2025-08-26T20:05:25.1549179Z * [new branch] gh/ydwu4/305/orig -> origin/gh/ydwu4/305/orig 2025-08-26T20:05:25.1549292Z * [new branch] gh/ydwu4/306/base -> origin/gh/ydwu4/306/base 2025-08-26T20:05:25.1549408Z * [new branch] gh/ydwu4/306/head -> origin/gh/ydwu4/306/head 2025-08-26T20:05:25.1549526Z * [new branch] gh/ydwu4/306/orig -> origin/gh/ydwu4/306/orig 2025-08-26T20:05:25.1549644Z * [new branch] gh/ydwu4/307/base -> origin/gh/ydwu4/307/base 2025-08-26T20:05:25.1549887Z * [new branch] gh/ydwu4/307/head -> origin/gh/ydwu4/307/head 2025-08-26T20:05:25.1549999Z * [new branch] gh/ydwu4/307/orig -> origin/gh/ydwu4/307/orig 2025-08-26T20:05:25.1550280Z * [new branch] gh/ydwu4/308/base -> origin/gh/ydwu4/308/base 2025-08-26T20:05:25.1552887Z * [new branch] gh/ydwu4/308/head -> origin/gh/ydwu4/308/head 2025-08-26T20:05:25.1553027Z * [new branch] gh/ydwu4/308/orig -> origin/gh/ydwu4/308/orig 2025-08-26T20:05:25.1553147Z * [new branch] gh/ydwu4/309/base -> origin/gh/ydwu4/309/base 2025-08-26T20:05:25.1553269Z * [new branch] gh/ydwu4/309/head -> origin/gh/ydwu4/309/head 2025-08-26T20:05:25.1553382Z * [new branch] gh/ydwu4/309/orig -> origin/gh/ydwu4/309/orig 2025-08-26T20:05:25.1553500Z * [new branch] gh/ydwu4/310/base -> origin/gh/ydwu4/310/base 2025-08-26T20:05:25.1553743Z * [new branch] gh/ydwu4/310/head -> origin/gh/ydwu4/310/head 2025-08-26T20:05:25.1553861Z * [new branch] gh/ydwu4/310/orig -> origin/gh/ydwu4/310/orig 2025-08-26T20:05:25.1553983Z * [new branch] gh/ydwu4/311/base -> origin/gh/ydwu4/311/base 2025-08-26T20:05:25.1554104Z * [new branch] gh/ydwu4/311/head -> origin/gh/ydwu4/311/head 2025-08-26T20:05:25.1554225Z * [new branch] gh/ydwu4/311/orig -> origin/gh/ydwu4/311/orig 2025-08-26T20:05:25.1554339Z * [new branch] gh/ydwu4/312/base -> origin/gh/ydwu4/312/base 2025-08-26T20:05:25.1554455Z * [new branch] gh/ydwu4/312/head -> origin/gh/ydwu4/312/head 2025-08-26T20:05:25.1554572Z * [new branch] gh/ydwu4/312/orig -> origin/gh/ydwu4/312/orig 2025-08-26T20:05:25.1554680Z * [new branch] gh/ydwu4/313/base -> origin/gh/ydwu4/313/base 2025-08-26T20:05:25.1554795Z * [new branch] gh/ydwu4/313/head -> origin/gh/ydwu4/313/head 2025-08-26T20:05:25.1554908Z * [new branch] gh/ydwu4/313/orig -> origin/gh/ydwu4/313/orig 2025-08-26T20:05:25.1555025Z * [new branch] gh/ydwu4/314/base -> origin/gh/ydwu4/314/base 2025-08-26T20:05:25.1555136Z * [new branch] gh/ydwu4/314/head -> origin/gh/ydwu4/314/head 2025-08-26T20:05:25.1555251Z * [new branch] gh/ydwu4/314/orig -> origin/gh/ydwu4/314/orig 2025-08-26T20:05:25.1555359Z * [new branch] gh/ydwu4/315/base -> origin/gh/ydwu4/315/base 2025-08-26T20:05:25.1555472Z * [new branch] gh/ydwu4/315/head -> origin/gh/ydwu4/315/head 2025-08-26T20:05:25.1555582Z * [new branch] gh/ydwu4/315/orig -> origin/gh/ydwu4/315/orig 2025-08-26T20:05:25.1555692Z * [new branch] gh/ydwu4/316/base -> origin/gh/ydwu4/316/base 2025-08-26T20:05:25.1558272Z * [new branch] gh/ydwu4/316/head -> origin/gh/ydwu4/316/head 2025-08-26T20:05:25.1558419Z * [new branch] gh/ydwu4/316/orig -> origin/gh/ydwu4/316/orig 2025-08-26T20:05:25.1558542Z * [new branch] gh/ydwu4/317/base -> origin/gh/ydwu4/317/base 2025-08-26T20:05:25.1558660Z * [new branch] gh/ydwu4/317/head -> origin/gh/ydwu4/317/head 2025-08-26T20:05:25.1558780Z * [new branch] gh/ydwu4/317/orig -> origin/gh/ydwu4/317/orig 2025-08-26T20:05:25.1558886Z * [new branch] gh/yf225/133/base -> origin/gh/yf225/133/base 2025-08-26T20:05:25.1558994Z * [new branch] gh/yf225/133/head -> origin/gh/yf225/133/head 2025-08-26T20:05:25.1559110Z * [new branch] gh/yf225/171/base -> origin/gh/yf225/171/base 2025-08-26T20:05:25.1559222Z * [new branch] gh/yf225/171/head -> origin/gh/yf225/171/head 2025-08-26T20:05:25.1559341Z * [new branch] gh/yf225/171/orig -> origin/gh/yf225/171/orig 2025-08-26T20:05:25.1559457Z * [new branch] gh/yf225/172/base -> origin/gh/yf225/172/base 2025-08-26T20:05:25.1559840Z * [new branch] gh/yf225/172/head -> origin/gh/yf225/172/head 2025-08-26T20:05:25.1559962Z * [new branch] gh/yf225/172/orig -> origin/gh/yf225/172/orig 2025-08-26T20:05:25.1560079Z * [new branch] gh/yf225/93/base -> origin/gh/yf225/93/base 2025-08-26T20:05:25.1560195Z * [new branch] gh/yf225/93/head -> origin/gh/yf225/93/head 2025-08-26T20:05:25.1560322Z * [new branch] gh/yifuwang/152/base -> origin/gh/yifuwang/152/base 2025-08-26T20:05:25.1560444Z * [new branch] gh/yifuwang/152/head -> origin/gh/yifuwang/152/head 2025-08-26T20:05:25.1560566Z * [new branch] gh/yifuwang/152/orig -> origin/gh/yifuwang/152/orig 2025-08-26T20:05:25.1560785Z * [new branch] gh/yifuwang/195/base -> origin/gh/yifuwang/195/base 2025-08-26T20:05:25.1560908Z * [new branch] gh/yifuwang/195/head -> origin/gh/yifuwang/195/head 2025-08-26T20:05:25.1561038Z * [new branch] gh/yifuwang/195/orig -> origin/gh/yifuwang/195/orig 2025-08-26T20:05:25.1561170Z * [new branch] gh/yiming0416/1/base -> origin/gh/yiming0416/1/base 2025-08-26T20:05:25.1561302Z * [new branch] gh/yiming0416/1/head -> origin/gh/yiming0416/1/head 2025-08-26T20:05:25.1561427Z * [new branch] gh/yiming0416/2/base -> origin/gh/yiming0416/2/base 2025-08-26T20:05:25.1564182Z * [new branch] gh/yiming0416/2/head -> origin/gh/yiming0416/2/head 2025-08-26T20:05:25.1564352Z * [new branch] gh/ysiraichi/79/base -> origin/gh/ysiraichi/79/base 2025-08-26T20:05:25.1564496Z * [new branch] gh/ysiraichi/79/head -> origin/gh/ysiraichi/79/head 2025-08-26T20:05:25.1564623Z * [new branch] gh/ysiraichi/79/orig -> origin/gh/ysiraichi/79/orig 2025-08-26T20:05:25.1564750Z * [new branch] gh/ysiraichi/81/base -> origin/gh/ysiraichi/81/base 2025-08-26T20:05:25.1564882Z * [new branch] gh/ysiraichi/81/head -> origin/gh/ysiraichi/81/head 2025-08-26T20:05:25.1565006Z * [new branch] gh/ysiraichi/81/orig -> origin/gh/ysiraichi/81/orig 2025-08-26T20:05:25.1565130Z * [new branch] gh/ysiraichi/88/base -> origin/gh/ysiraichi/88/base 2025-08-26T20:05:25.1565257Z * [new branch] gh/ysiraichi/88/head -> origin/gh/ysiraichi/88/head 2025-08-26T20:05:25.1565381Z * [new branch] gh/ysiraichi/88/orig -> origin/gh/ysiraichi/88/orig 2025-08-26T20:05:25.1565505Z * [new branch] gh/zhxchen17/25/base -> origin/gh/zhxchen17/25/base 2025-08-26T20:05:25.1565632Z * [new branch] gh/zhxchen17/25/head -> origin/gh/zhxchen17/25/head 2025-08-26T20:05:25.1565760Z * [new branch] gh/zhxchen17/25/orig -> origin/gh/zhxchen17/25/orig 2025-08-26T20:05:25.1565889Z * [new branch] gh/zhxchen17/31/base -> origin/gh/zhxchen17/31/base 2025-08-26T20:05:25.1566021Z * [new branch] gh/zhxchen17/31/head -> origin/gh/zhxchen17/31/head 2025-08-26T20:05:25.1566148Z * [new branch] gh/zhxchen17/31/orig -> origin/gh/zhxchen17/31/orig 2025-08-26T20:05:25.1566274Z * [new branch] gh/zhxchen17/34/base -> origin/gh/zhxchen17/34/base 2025-08-26T20:05:25.1566403Z * [new branch] gh/zhxchen17/34/head -> origin/gh/zhxchen17/34/head 2025-08-26T20:05:25.1566529Z * [new branch] gh/zhxchen17/35/base -> origin/gh/zhxchen17/35/base 2025-08-26T20:05:25.1566654Z * [new branch] gh/zhxchen17/35/head -> origin/gh/zhxchen17/35/head 2025-08-26T20:05:25.1566782Z * [new branch] gh/zhxchen17/36/base -> origin/gh/zhxchen17/36/base 2025-08-26T20:05:25.1566911Z * [new branch] gh/zhxchen17/36/head -> origin/gh/zhxchen17/36/head 2025-08-26T20:05:25.1567165Z * [new branch] gh/zhxchen17/36/orig -> origin/gh/zhxchen17/36/orig 2025-08-26T20:05:25.1567299Z * [new branch] gh/zhxchen17/37/base -> origin/gh/zhxchen17/37/base 2025-08-26T20:05:25.1569878Z * [new branch] gh/zhxchen17/37/head -> origin/gh/zhxchen17/37/head 2025-08-26T20:05:25.1570048Z * [new branch] gh/zhxchen17/37/orig -> origin/gh/zhxchen17/37/orig 2025-08-26T20:05:25.1570176Z * [new branch] gh/zhxchen17/38/base -> origin/gh/zhxchen17/38/base 2025-08-26T20:05:25.1570300Z * [new branch] gh/zhxchen17/38/head -> origin/gh/zhxchen17/38/head 2025-08-26T20:05:25.1570421Z * [new branch] gh/zhxchen17/38/orig -> origin/gh/zhxchen17/38/orig 2025-08-26T20:05:25.1570698Z * [new branch] gh/zhxchen17/39/base -> origin/gh/zhxchen17/39/base 2025-08-26T20:05:25.1570826Z * [new branch] gh/zhxchen17/39/head -> origin/gh/zhxchen17/39/head 2025-08-26T20:05:25.1570956Z * [new branch] gh/zhxchen17/39/orig -> origin/gh/zhxchen17/39/orig 2025-08-26T20:05:25.1571076Z * [new branch] gh/zhxchen17/40/base -> origin/gh/zhxchen17/40/base 2025-08-26T20:05:25.1571206Z * [new branch] gh/zhxchen17/40/head -> origin/gh/zhxchen17/40/head 2025-08-26T20:05:25.1571331Z * [new branch] gh/zhxchen17/40/orig -> origin/gh/zhxchen17/40/orig 2025-08-26T20:05:25.1571454Z * [new branch] gh/zhxchen17/41/base -> origin/gh/zhxchen17/41/base 2025-08-26T20:05:25.1571578Z * [new branch] gh/zhxchen17/41/head -> origin/gh/zhxchen17/41/head 2025-08-26T20:05:25.1571704Z * [new branch] gh/zhxchen17/41/orig -> origin/gh/zhxchen17/41/orig 2025-08-26T20:05:25.1571830Z * [new branch] gh/zhxchen17/42/base -> origin/gh/zhxchen17/42/base 2025-08-26T20:05:25.1571960Z * [new branch] gh/zhxchen17/42/head -> origin/gh/zhxchen17/42/head 2025-08-26T20:05:25.1572087Z * [new branch] gh/zhxchen17/42/orig -> origin/gh/zhxchen17/42/orig 2025-08-26T20:05:25.1572215Z * [new branch] gh/zhxchen17/43/base -> origin/gh/zhxchen17/43/base 2025-08-26T20:05:25.1572342Z * [new branch] gh/zhxchen17/43/head -> origin/gh/zhxchen17/43/head 2025-08-26T20:05:25.1572467Z * [new branch] gh/zhxchen17/43/orig -> origin/gh/zhxchen17/43/orig 2025-08-26T20:05:25.1572592Z * [new branch] gh/zklaus/10/base -> origin/gh/zklaus/10/base 2025-08-26T20:05:25.1572713Z * [new branch] gh/zklaus/10/head -> origin/gh/zklaus/10/head 2025-08-26T20:05:25.1572836Z * [new branch] gh/zklaus/10/orig -> origin/gh/zklaus/10/orig 2025-08-26T20:05:25.1572954Z * [new branch] gh/zklaus/11/base -> origin/gh/zklaus/11/base 2025-08-26T20:05:25.1575508Z * [new branch] gh/zklaus/11/head -> origin/gh/zklaus/11/head 2025-08-26T20:05:25.1575659Z * [new branch] gh/zklaus/11/orig -> origin/gh/zklaus/11/orig 2025-08-26T20:05:25.1575777Z * [new branch] gh/zklaus/12/base -> origin/gh/zklaus/12/base 2025-08-26T20:05:25.1575894Z * [new branch] gh/zklaus/12/head -> origin/gh/zklaus/12/head 2025-08-26T20:05:25.1576012Z * [new branch] gh/zklaus/12/orig -> origin/gh/zklaus/12/orig 2025-08-26T20:05:25.1576122Z * [new branch] gh/zklaus/14/base -> origin/gh/zklaus/14/base 2025-08-26T20:05:25.1576234Z * [new branch] gh/zklaus/14/head -> origin/gh/zklaus/14/head 2025-08-26T20:05:25.1576354Z * [new branch] gh/zklaus/14/orig -> origin/gh/zklaus/14/orig 2025-08-26T20:05:25.1576468Z * [new branch] gh/zklaus/15/base -> origin/gh/zklaus/15/base 2025-08-26T20:05:25.1576579Z * [new branch] gh/zklaus/15/head -> origin/gh/zklaus/15/head 2025-08-26T20:05:25.1576830Z * [new branch] gh/zklaus/15/orig -> origin/gh/zklaus/15/orig 2025-08-26T20:05:25.1576947Z * [new branch] gh/zklaus/16/base -> origin/gh/zklaus/16/base 2025-08-26T20:05:25.1577059Z * [new branch] gh/zklaus/16/head -> origin/gh/zklaus/16/head 2025-08-26T20:05:25.1577172Z * [new branch] gh/zklaus/16/orig -> origin/gh/zklaus/16/orig 2025-08-26T20:05:25.1577290Z * [new branch] gh/zklaus/17/base -> origin/gh/zklaus/17/base 2025-08-26T20:05:25.1577402Z * [new branch] gh/zklaus/17/head -> origin/gh/zklaus/17/head 2025-08-26T20:05:25.1577589Z * [new branch] gh/zklaus/17/orig -> origin/gh/zklaus/17/orig 2025-08-26T20:05:25.1577707Z * [new branch] gh/zklaus/18/base -> origin/gh/zklaus/18/base 2025-08-26T20:05:25.1577822Z * [new branch] gh/zklaus/18/head -> origin/gh/zklaus/18/head 2025-08-26T20:05:25.1577941Z * [new branch] gh/zklaus/18/orig -> origin/gh/zklaus/18/orig 2025-08-26T20:05:25.1578054Z * [new branch] gh/zklaus/19/base -> origin/gh/zklaus/19/base 2025-08-26T20:05:25.1578168Z * [new branch] gh/zklaus/19/head -> origin/gh/zklaus/19/head 2025-08-26T20:05:25.1578283Z * [new branch] gh/zklaus/19/orig -> origin/gh/zklaus/19/orig 2025-08-26T20:05:25.1578404Z * [new branch] gh/zklaus/7/base -> origin/gh/zklaus/7/base 2025-08-26T20:05:25.1578522Z * [new branch] gh/zklaus/7/head -> origin/gh/zklaus/7/head 2025-08-26T20:05:25.1581311Z * [new branch] gh/zklaus/7/orig -> origin/gh/zklaus/7/orig 2025-08-26T20:05:25.1581472Z * [new branch] gh/zklaus/9/base -> origin/gh/zklaus/9/base 2025-08-26T20:05:25.1581594Z * [new branch] gh/zklaus/9/head -> origin/gh/zklaus/9/head 2025-08-26T20:05:25.1581714Z * [new branch] gh/zklaus/9/orig -> origin/gh/zklaus/9/orig 2025-08-26T20:05:25.1581843Z * [new branch] gh/zou3519/1175/base -> origin/gh/zou3519/1175/base 2025-08-26T20:05:25.1581969Z * [new branch] gh/zou3519/1175/head -> origin/gh/zou3519/1175/head 2025-08-26T20:05:25.1582089Z * [new branch] gh/zou3519/1175/orig -> origin/gh/zou3519/1175/orig 2025-08-26T20:05:25.1582213Z * [new branch] gh/zou3519/1177/base -> origin/gh/zou3519/1177/base 2025-08-26T20:05:25.1582336Z * [new branch] gh/zou3519/1177/head -> origin/gh/zou3519/1177/head 2025-08-26T20:05:25.1582457Z * [new branch] gh/zou3519/1177/orig -> origin/gh/zou3519/1177/orig 2025-08-26T20:05:25.1582580Z * [new branch] gh/zou3519/1188/base -> origin/gh/zou3519/1188/base 2025-08-26T20:05:25.1582704Z * [new branch] gh/zou3519/1188/head -> origin/gh/zou3519/1188/head 2025-08-26T20:05:25.1582824Z * [new branch] gh/zou3519/1188/orig -> origin/gh/zou3519/1188/orig 2025-08-26T20:05:25.1582949Z * [new branch] gh/zou3519/1189/base -> origin/gh/zou3519/1189/base 2025-08-26T20:05:25.1583067Z * [new branch] gh/zou3519/1189/head -> origin/gh/zou3519/1189/head 2025-08-26T20:05:25.1583189Z * [new branch] gh/zou3519/1189/orig -> origin/gh/zou3519/1189/orig 2025-08-26T20:05:25.1583311Z * [new branch] gh/zou3519/1190/base -> origin/gh/zou3519/1190/base 2025-08-26T20:05:25.1583432Z * [new branch] gh/zou3519/1190/head -> origin/gh/zou3519/1190/head 2025-08-26T20:05:25.1583555Z * [new branch] gh/zou3519/1190/orig -> origin/gh/zou3519/1190/orig 2025-08-26T20:05:25.1583680Z * [new branch] gh/zou3519/1191/base -> origin/gh/zou3519/1191/base 2025-08-26T20:05:25.1583943Z * [new branch] gh/zou3519/1191/head -> origin/gh/zou3519/1191/head 2025-08-26T20:05:25.1584072Z * [new branch] gh/zou3519/1191/orig -> origin/gh/zou3519/1191/orig 2025-08-26T20:05:25.1584192Z * [new branch] gh/zou3519/1192/base -> origin/gh/zou3519/1192/base 2025-08-26T20:05:25.1584315Z * [new branch] gh/zou3519/1192/head -> origin/gh/zou3519/1192/head 2025-08-26T20:05:25.1586843Z * [new branch] gh/zou3519/1192/orig -> origin/gh/zou3519/1192/orig 2025-08-26T20:05:25.1587009Z * [new branch] gh/zpcore/1/base -> origin/gh/zpcore/1/base 2025-08-26T20:05:25.1587126Z * [new branch] gh/zpcore/1/head -> origin/gh/zpcore/1/head 2025-08-26T20:05:25.1587397Z * [new branch] gh/zpcore/10/base -> origin/gh/zpcore/10/base 2025-08-26T20:05:25.1587519Z * [new branch] gh/zpcore/10/head -> origin/gh/zpcore/10/head 2025-08-26T20:05:25.1587640Z * [new branch] gh/zpcore/10/orig -> origin/gh/zpcore/10/orig 2025-08-26T20:05:25.1587756Z * [new branch] gh/zpcore/11/base -> origin/gh/zpcore/11/base 2025-08-26T20:05:25.1587878Z * [new branch] gh/zpcore/11/head -> origin/gh/zpcore/11/head 2025-08-26T20:05:25.1587998Z * [new branch] gh/zpcore/11/orig -> origin/gh/zpcore/11/orig 2025-08-26T20:05:25.1588113Z * [new branch] gh/zpcore/12/base -> origin/gh/zpcore/12/base 2025-08-26T20:05:25.1588232Z * [new branch] gh/zpcore/12/head -> origin/gh/zpcore/12/head 2025-08-26T20:05:25.1588351Z * [new branch] gh/zpcore/12/orig -> origin/gh/zpcore/12/orig 2025-08-26T20:05:25.1588471Z * [new branch] gh/zpcore/13/base -> origin/gh/zpcore/13/base 2025-08-26T20:05:25.1588586Z * [new branch] gh/zpcore/13/head -> origin/gh/zpcore/13/head 2025-08-26T20:05:25.1588709Z * [new branch] gh/zpcore/13/orig -> origin/gh/zpcore/13/orig 2025-08-26T20:05:25.1588933Z * [new branch] gh/zpcore/2/base -> origin/gh/zpcore/2/base 2025-08-26T20:05:25.1589052Z * [new branch] gh/zpcore/2/head -> origin/gh/zpcore/2/head 2025-08-26T20:05:25.1589169Z * [new branch] gh/zpcore/3/base -> origin/gh/zpcore/3/base 2025-08-26T20:05:25.1589285Z * [new branch] gh/zpcore/3/head -> origin/gh/zpcore/3/head 2025-08-26T20:05:25.1589404Z * [new branch] gh/zpcore/4/base -> origin/gh/zpcore/4/base 2025-08-26T20:05:25.1589521Z * [new branch] gh/zpcore/4/head -> origin/gh/zpcore/4/head 2025-08-26T20:05:25.1589644Z * [new branch] gh/zpcore/5/base -> origin/gh/zpcore/5/base 2025-08-26T20:05:25.1589867Z * [new branch] gh/zpcore/5/head -> origin/gh/zpcore/5/head 2025-08-26T20:05:25.1589988Z * [new branch] gh/zpcore/6/base -> origin/gh/zpcore/6/base 2025-08-26T20:05:25.1596848Z * [new branch] gh/zpcore/6/head -> origin/gh/zpcore/6/head 2025-08-26T20:05:25.1597268Z * [new branch] gh/zpcore/7/base -> origin/gh/zpcore/7/base 2025-08-26T20:05:25.1597514Z * [new branch] gh/zpcore/7/head -> origin/gh/zpcore/7/head 2025-08-26T20:05:25.1597720Z * [new branch] gh/zpcore/8/base -> origin/gh/zpcore/8/base 2025-08-26T20:05:25.1597913Z * [new branch] gh/zpcore/8/head -> origin/gh/zpcore/8/head 2025-08-26T20:05:25.1598107Z * [new branch] gh/zpcore/9/head -> origin/gh/zpcore/9/head 2025-08-26T20:05:25.1598315Z * [new branch] gh/zpcore/9/orig -> origin/gh/zpcore/9/orig 2025-08-26T20:05:25.1598515Z * [new branch] google-main -> origin/google-main 2025-08-26T20:05:25.1599091Z * [new branch] guangyey/external_stream -> origin/guangyey/external_stream 2025-08-26T20:05:25.1599315Z * [new branch] guangyey/host_alloc -> origin/guangyey/host_alloc 2025-08-26T20:05:25.1599527Z * [new branch] guangyey/test_2025 -> origin/guangyey/test_2025 2025-08-26T20:05:25.1600240Z * [new branch] guilhermeleobas/cherry-pick-55d87d9dfd9 -> origin/guilhermeleobas/cherry-pick-55d87d9dfd9 2025-08-26T20:05:25.1600495Z * [new branch] haozhe/bf16-dynamic-shape -> origin/haozhe/bf16-dynamic-shape 2025-08-26T20:05:25.1600650Z * [new branch] hc_baseline -> origin/hc_baseline 2025-08-26T20:05:25.1600799Z * [new branch] headeronlyScalarType -> origin/headeronlyScalarType 2025-08-26T20:05:25.1600865Z * [new branch] hf_update -> origin/hf_update 2025-08-26T20:05:25.1600935Z * [new branch] hhh_decomp_mul -> origin/hhh_decomp_mul 2025-08-26T20:05:25.1601001Z * [new branch] hhh_rand -> origin/hhh_rand 2025-08-26T20:05:25.1601069Z * [new branch] hoy/mmsplitk -> origin/hoy/mmsplitk 2025-08-26T20:05:25.1601146Z * [new branch] hoy/triton-PR3973 -> origin/hoy/triton-PR3973 2025-08-26T20:05:25.1601254Z * [new branch] hoy/triton-coalescing-baseline -> origin/hoy/triton-coalescing-baseline 2025-08-26T20:05:25.1601347Z * [new branch] hoy/triton-coalescing-min -> origin/hoy/triton-coalescing-min 2025-08-26T20:05:25.1601434Z * [new branch] hoy/triton-coalescing-new -> origin/hoy/triton-coalescing-new 2025-08-26T20:05:25.1601523Z * [new branch] hoy/triton-coalescing-vec -> origin/hoy/triton-coalescing-vec 2025-08-26T20:05:25.1603333Z * [new branch] inductordecompfix -> origin/inductordecompfix 2025-08-26T20:05:25.1603410Z * [new branch] inline -> origin/inline 2025-08-26T20:05:25.1603478Z * [new branch] inlining -> origin/inlining 2025-08-26T20:05:25.1603553Z * [new branch] inlining-ezyang -> origin/inlining-ezyang 2025-08-26T20:05:25.1603618Z * [new branch] int8_sdpa -> origin/int8_sdpa 2025-08-26T20:05:25.1603691Z * [new branch] invoke-subgraph -> origin/invoke-subgraph 2025-08-26T20:05:25.1603758Z * [new branch] issue#58739 -> origin/issue#58739 2025-08-26T20:05:25.1603827Z * [new branch] issue-154849 -> origin/issue-154849 2025-08-26T20:05:25.1603936Z * [new branch] ivanov/cherry-pick-ckpt-fixes -> origin/ivanov/cherry-pick-ckpt-fixes 2025-08-26T20:05:25.1604066Z * [new branch] jcaip/test-cusparselt-version-0.6.2 -> origin/jcaip/test-cusparselt-version-0.6.2 2025-08-26T20:05:25.1604168Z * [new branch] jcaip/update-cusparselt-0.6.2 -> origin/jcaip/update-cusparselt-0.6.2 2025-08-26T20:05:25.1604262Z * [new branch] justinchu/attention-tests -> origin/justinchu/attention-tests 2025-08-26T20:05:25.1604345Z * [new branch] justinchu/native-qdq -> origin/justinchu/native-qdq 2025-08-26T20:05:25.1604420Z * [new branch] justinchu/ort-122 -> origin/justinchu/ort-122 2025-08-26T20:05:25.1604510Z * [new branch] justinchuby/JitScalarType -> origin/justinchuby/JitScalarType 2025-08-26T20:05:25.1604596Z * [new branch] justinchuby/dynamo-true -> origin/justinchuby/dynamo-true 2025-08-26T20:05:25.1604672Z * [new branch] kainan666/xlf_debug -> origin/kainan666/xlf_debug 2025-08-26T20:05:25.1604740Z * [new branch] kainan_test -> origin/kainan_test 2025-08-26T20:05:25.1604809Z * [new branch] learnablebias -> origin/learnablebias 2025-08-26T20:05:25.1604992Z * [new branch] leslie/test_group_gemm_epilogues -> origin/leslie/test_group_gemm_epilogues 2025-08-26T20:05:25.1605094Z * [new branch] lessw2020/fix_cutlass_cache_error -> origin/lessw2020/fix_cutlass_cache_error 2025-08-26T20:05:25.1605177Z * [new branch] liaoxuan/shm_all_reduce -> origin/liaoxuan/shm_all_reduce 2025-08-26T20:05:25.1605253Z * [new branch] liaoxuan/tags_issue -> origin/liaoxuan/tags_issue 2025-08-26T20:05:25.1605352Z * [new branch] liaoxuan/test_fa_disable_softmax -> origin/liaoxuan/test_fa_disable_softmax 2025-08-26T20:05:25.1606903Z * [new branch] liaoxuan/test_int8_sdpa -> origin/liaoxuan/test_int8_sdpa 2025-08-26T20:05:25.1607032Z * [new branch] lintbuilddocker -> origin/lintbuilddocker 2025-08-26T20:05:25.1607104Z * [new branch] llama4-stable -> origin/llama4-stable 2025-08-26T20:05:25.1607168Z * [new branch] logdetfix -> origin/logdetfix 2025-08-26T20:05:25.1607242Z * [new branch] lts/release/1.8 -> origin/lts/release/1.8 2025-08-26T20:05:25.1607320Z * [new branch] lucaskabela/#94773 -> origin/lucaskabela/#94773 2025-08-26T20:05:25.1607400Z * [new branch] lucaskabela/fix_157452 -> origin/lucaskabela/fix_157452 2025-08-26T20:05:25.1607498Z * [new branch] lucaskabela/func_under_decomp -> origin/lucaskabela/func_under_decomp 2025-08-26T20:05:25.1607602Z * [new branch] lucaskabela/functional_in_dynamo -> origin/lucaskabela/functional_in_dynamo 2025-08-26T20:05:25.1607727Z * [new branch] lucaskabela/install_params_as_graph_attr -> origin/lucaskabela/install_params_as_graph_attr 2025-08-26T20:05:25.1607817Z * [new branch] lucaskabela/issue_120648 -> origin/lucaskabela/issue_120648 2025-08-26T20:05:25.1607914Z * [new branch] lucaskabela/misc_typing_dynamo -> origin/lucaskabela/misc_typing_dynamo 2025-08-26T20:05:25.1608028Z * [new branch] lucaskabela/parameters_as_graph_attr -> origin/lucaskabela/parameters_as_graph_attr 2025-08-26T20:05:25.1608116Z * [new branch] lucaskabela/registry_fix -> origin/lucaskabela/registry_fix 2025-08-26T20:05:25.1608245Z * [new branch] lucaskabela/remove_aot_dispatcher_metadata -> origin/lucaskabela/remove_aot_dispatcher_metadata 2025-08-26T20:05:25.1608327Z * [new branch] lucaskabela/rnn_decomp -> origin/lucaskabela/rnn_decomp 2025-08-26T20:05:25.1608410Z * [new branch] lucaskabela/type_guards -> origin/lucaskabela/type_guards 2025-08-26T20:05:25.1608501Z * [new branch] lucaskabela/typing_backends -> origin/lucaskabela/typing_backends 2025-08-26T20:05:25.1608614Z * [new branch] lucaskabela/typing_compile_autograd -> origin/lucaskabela/typing_compile_autograd 2025-08-26T20:05:25.1608714Z * [new branch] lucaskabela/typing_output_graph -> origin/lucaskabela/typing_output_graph 2025-08-26T20:05:25.1608813Z * [new branch] lucaskabela/typing_source_guard -> origin/lucaskabela/typing_source_guard 2025-08-26T20:05:25.1608921Z * [new branch] lucaskabela/typing_symbolic_convert -> origin/lucaskabela/typing_symbolic_convert 2025-08-26T20:05:25.1609015Z * [new branch] lucaskabela/typing_utils.py -> origin/lucaskabela/typing_utils.py 2025-08-26T20:05:25.1609130Z * [new branch] lucaskabela/typing_utils_improvements -> origin/lucaskabela/typing_utils_improvements 2025-08-26T20:05:25.1609192Z * [new branch] main -> origin/main 2025-08-26T20:05:25.1610768Z * [new branch] main-enable-b200-distributed-tests -> origin/main-enable-b200-distributed-tests 2025-08-26T20:05:25.1610850Z * [new branch] malfet-patch-1 -> origin/malfet-patch-1 2025-08-26T20:05:25.1610923Z * [new branch] malfet-patch-11 -> origin/malfet-patch-11 2025-08-26T20:05:25.1611060Z * [new branch] malfet-patch-12 -> origin/malfet-patch-12 2025-08-26T20:05:25.1611129Z * [new branch] malfet-patch-14 -> origin/malfet-patch-14 2025-08-26T20:05:25.1611199Z * [new branch] malfet-patch-2 -> origin/malfet-patch-2 2025-08-26T20:05:25.1611267Z * [new branch] malfet-patch-3 -> origin/malfet-patch-3 2025-08-26T20:05:25.1611335Z * [new branch] malfet-patch-4 -> origin/malfet-patch-4 2025-08-26T20:05:25.1611401Z * [new branch] malfet-patch-5 -> origin/malfet-patch-5 2025-08-26T20:05:25.1611469Z * [new branch] malfet-patch-6 -> origin/malfet-patch-6 2025-08-26T20:05:25.1611596Z * [new branch] malfet-patch-7 -> origin/malfet-patch-7 2025-08-26T20:05:25.1611663Z * [new branch] malfet-patch-8 -> origin/malfet-patch-8 2025-08-26T20:05:25.1611733Z * [new branch] malfet-patch-9 -> origin/malfet-patch-9 2025-08-26T20:05:25.1611829Z * [new branch] malfet/delete-upsteam-cuda -> origin/malfet/delete-upsteam-cuda 2025-08-26T20:05:25.1611924Z * [new branch] malfet/mps-implement-col2im -> origin/malfet/mps-implement-col2im 2025-08-26T20:05:25.1612035Z * [new branch] manuel/test-ops-common-allow-mps -> origin/manuel/test-ops-common-allow-mps 2025-08-26T20:05:25.1612113Z * [new branch] metascroy-patch-1 -> origin/metascroy-patch-1 2025-08-26T20:05:25.1612191Z * [new branch] mlazos/S429861-debug -> origin/mlazos/S429861-debug 2025-08-26T20:05:25.1612257Z * [new branch] mlazos/aa -> origin/mlazos/aa 2025-08-26T20:05:25.1612333Z * [new branch] mlazos/arg-renames -> origin/mlazos/arg-renames 2025-08-26T20:05:25.1612422Z * [new branch] mlazos/backup-test-branch -> origin/mlazos/backup-test-branch 2025-08-26T20:05:25.1612508Z * [new branch] mlazos/bad-cudagraphs -> origin/mlazos/bad-cudagraphs 2025-08-26T20:05:25.1612579Z * [new branch] mlazos/baseline -> origin/mlazos/baseline 2025-08-26T20:05:25.1612678Z * [new branch] mlazos/baseline-graph-breaks -> origin/mlazos/baseline-graph-breaks 2025-08-26T20:05:25.1614030Z * [new branch] mlazos/beta-tensor -> origin/mlazos/beta-tensor 2025-08-26T20:05:25.1614111Z * [new branch] mlazos/better-msg -> origin/mlazos/better-msg 2025-08-26T20:05:25.1614180Z * [new branch] mlazos/buffers -> origin/mlazos/buffers 2025-08-26T20:05:25.1614253Z * [new branch] mlazos/buffers2 -> origin/mlazos/buffers2 2025-08-26T20:05:25.1614322Z * [new branch] mlazos/buffers3 -> origin/mlazos/buffers3 2025-08-26T20:05:25.1614387Z * [new branch] mlazos/ck2 -> origin/mlazos/ck2 2025-08-26T20:05:25.1614468Z * [new branch] mlazos/combokernels -> origin/mlazos/combokernels 2025-08-26T20:05:25.1614545Z * [new branch] mlazos/ctx-cleanup -> origin/mlazos/ctx-cleanup 2025-08-26T20:05:25.1614622Z * [new branch] mlazos/cuda-cmd-log -> origin/mlazos/cuda-cmd-log 2025-08-26T20:05:25.1614706Z * [new branch] mlazos/cudagraph-tests -> origin/mlazos/cudagraph-tests 2025-08-26T20:05:25.1614808Z * [new branch] mlazos/cudagraphs-measurement -> origin/mlazos/cudagraphs-measurement 2025-08-26T20:05:25.1614886Z * [new branch] mlazos/cutlass-test -> origin/mlazos/cutlass-test 2025-08-26T20:05:25.1614974Z * [new branch] mlazos/cutlass-topo-bug -> origin/mlazos/cutlass-topo-bug 2025-08-26T20:05:25.1615049Z * [new branch] mlazos/data-gather -> origin/mlazos/data-gather 2025-08-26T20:05:25.1615165Z * [new branch] mlazos/data-ptrs2 -> origin/mlazos/data-ptrs2 2025-08-26T20:05:25.1615237Z * [new branch] mlazos/data-ptrs3 -> origin/mlazos/data-ptrs3 2025-08-26T20:05:25.1615321Z * [new branch] mlazos/dataclass-proxy -> origin/mlazos/dataclass-proxy 2025-08-26T20:05:25.1615390Z * [new branch] mlazos/dc-attrs -> origin/mlazos/dc-attrs 2025-08-26T20:05:25.1615462Z * [new branch] mlazos/dc-helion -> origin/mlazos/dc-helion 2025-08-26T20:05:25.1615533Z * [new branch] mlazos/dict-fix -> origin/mlazos/dict-fix 2025-08-26T20:05:25.1615616Z * [new branch] mlazos/disable-closures -> origin/mlazos/disable-closures 2025-08-26T20:05:25.1615725Z * [new branch] mlazos/disable-tf -> origin/mlazos/disable-tf 2025-08-26T20:05:25.1615794Z * [new branch] mlazos/dupe-fix -> origin/mlazos/dupe-fix 2025-08-26T20:05:25.1615868Z * [new branch] mlazos/dyn-batch -> origin/mlazos/dyn-batch 2025-08-26T20:05:25.1617193Z * [new branch] mlazos/evt -> origin/mlazos/evt 2025-08-26T20:05:25.1617275Z * [new branch] mlazos/exp_disable -> origin/mlazos/exp_disable 2025-08-26T20:05:25.1617362Z * [new branch] mlazos/extract-examples -> origin/mlazos/extract-examples 2025-08-26T20:05:25.1617435Z * [new branch] mlazos/foreach-op -> origin/mlazos/foreach-op 2025-08-26T20:05:25.1617500Z * [new branch] mlazos/fp8 -> origin/mlazos/fp8 2025-08-26T20:05:25.1617571Z * [new branch] mlazos/fp8-bias -> origin/mlazos/fp8-bias 2025-08-26T20:05:25.1617655Z * [new branch] mlazos/fp8-bias-fusion -> origin/mlazos/fp8-bias-fusion 2025-08-26T20:05:25.1617727Z * [new branch] mlazos/fp8-fixes -> origin/mlazos/fp8-fixes 2025-08-26T20:05:25.1617803Z * [new branch] mlazos/freezing -> origin/mlazos/freezing 2025-08-26T20:05:25.1617870Z * [new branch] mlazos/h-comp -> origin/mlazos/h-comp 2025-08-26T20:05:25.1617937Z * [new branch] mlazos/h-comp2 -> origin/mlazos/h-comp2 2025-08-26T20:05:25.1618008Z * [new branch] mlazos/hash-hop -> origin/mlazos/hash-hop 2025-08-26T20:05:25.1618070Z * [new branch] mlazos/hc -> origin/mlazos/hc 2025-08-26T20:05:25.1618139Z * [new branch] mlazos/hc-cycles -> origin/mlazos/hc-cycles 2025-08-26T20:05:25.1618208Z * [new branch] mlazos/hc-fixes -> origin/mlazos/hc-fixes 2025-08-26T20:05:25.1618279Z * [new branch] mlazos/hc-fixes3 -> origin/mlazos/hc-fixes3 2025-08-26T20:05:25.1618348Z * [new branch] mlazos/hc-fixes4 -> origin/mlazos/hc-fixes4 2025-08-26T20:05:25.1618416Z * [new branch] mlazos/hc-hf -> origin/mlazos/hc-hf 2025-08-26T20:05:25.1618484Z * [new branch] mlazos/hc-mut -> origin/mlazos/hc-mut 2025-08-26T20:05:25.1618549Z * [new branch] mlazos/hc10 -> origin/mlazos/hc10 2025-08-26T20:05:25.1618613Z * [new branch] mlazos/hc11 -> origin/mlazos/hc11 2025-08-26T20:05:25.1618675Z * [new branch] mlazos/hc12 -> origin/mlazos/hc12 2025-08-26T20:05:25.1618738Z * [new branch] mlazos/hc13 -> origin/mlazos/hc13 2025-08-26T20:05:25.1618799Z * [new branch] mlazos/hc14 -> origin/mlazos/hc14 2025-08-26T20:05:25.1620182Z * [new branch] mlazos/hc15 -> origin/mlazos/hc15 2025-08-26T20:05:25.1620253Z * [new branch] mlazos/hc2 -> origin/mlazos/hc2 2025-08-26T20:05:25.1620317Z * [new branch] mlazos/hc4 -> origin/mlazos/hc4 2025-08-26T20:05:25.1620460Z * [new branch] mlazos/hc5 -> origin/mlazos/hc5 2025-08-26T20:05:25.1620522Z * [new branch] mlazos/hc6 -> origin/mlazos/hc6 2025-08-26T20:05:25.1620583Z * [new branch] mlazos/hc7 -> origin/mlazos/hc7 2025-08-26T20:05:25.1620644Z * [new branch] mlazos/hc8 -> origin/mlazos/hc8 2025-08-26T20:05:25.1620707Z * [new branch] mlazos/hc9 -> origin/mlazos/hc9 2025-08-26T20:05:25.1620783Z * [new branch] mlazos/hc_baseline2 -> origin/mlazos/hc_baseline2 2025-08-26T20:05:25.1620855Z * [new branch] mlazos/hop-modes -> origin/mlazos/hop-modes 2025-08-26T20:05:25.1621005Z * [new branch] mlazos/init-per-param -> origin/mlazos/init-per-param 2025-08-26T20:05:25.1621084Z * [new branch] mlazos/init_per_param -> origin/mlazos/init_per_param 2025-08-26T20:05:25.1621164Z * [new branch] mlazos/less-guards -> origin/mlazos/less-guards 2025-08-26T20:05:25.1621247Z * [new branch] mlazos/lr-composibility -> origin/mlazos/lr-composibility 2025-08-26T20:05:25.1621311Z * [new branch] mlazos/main -> origin/mlazos/main 2025-08-26T20:05:25.1621406Z * [new branch] mlazos/main-test-enablement -> origin/mlazos/main-test-enablement 2025-08-26T20:05:25.1621471Z * [new branch] mlazos/main2 -> origin/mlazos/main2 2025-08-26T20:05:25.1621533Z * [new branch] mlazos/mcg -> origin/mlazos/mcg 2025-08-26T20:05:25.1621596Z * [new branch] mlazos/mcg2 -> origin/mlazos/mcg2 2025-08-26T20:05:25.1621672Z * [new branch] mlazos/meta-guards -> origin/mlazos/meta-guards 2025-08-26T20:05:25.1621744Z * [new branch] mlazos/mlazos/ck2 -> origin/mlazos/mlazos/ck2 2025-08-26T20:05:25.1621852Z * [new branch] mlazos/mlazos/foreach-map-adam -> origin/mlazos/mlazos/foreach-map-adam 2025-08-26T20:05:25.1621948Z * [new branch] mlazos/mlazos/tf-mode-backup -> origin/mlazos/mlazos/tf-mode-backup 2025-08-26T20:05:25.1622018Z * [new branch] mlazos/mod-fix -> origin/mlazos/mod-fix 2025-08-26T20:05:25.1623342Z * [new branch] mlazos/mode-fix -> origin/mlazos/mode-fix 2025-08-26T20:05:25.1623422Z * [new branch] mlazos/more-tests -> origin/mlazos/more-tests 2025-08-26T20:05:25.1623489Z * [new branch] mlazos/no-cpp -> origin/mlazos/no-cpp 2025-08-26T20:05:25.1623591Z * [new branch] mlazos/no-init-group-handling -> origin/mlazos/no-init-group-handling 2025-08-26T20:05:25.1623664Z * [new branch] mlazos/offsets -> origin/mlazos/offsets 2025-08-26T20:05:25.1623746Z * [new branch] mlazos/opt-bench-exp2 -> origin/mlazos/opt-bench-exp2 2025-08-26T20:05:25.1623820Z * [new branch] mlazos/opt-incr -> origin/mlazos/opt-incr 2025-08-26T20:05:25.1623897Z * [new branch] mlazos/proxy-ctors -> origin/mlazos/proxy-ctors 2025-08-26T20:05:25.1623968Z * [new branch] mlazos/quant-fix -> origin/mlazos/quant-fix 2025-08-26T20:05:25.1624045Z * [new branch] mlazos/rm-buf-names -> origin/mlazos/rm-buf-names 2025-08-26T20:05:25.1624114Z * [new branch] mlazos/rm-code -> origin/mlazos/rm-code 2025-08-26T20:05:25.1624181Z * [new branch] mlazos/rm-spam -> origin/mlazos/rm-spam 2025-08-26T20:05:25.1624243Z * [new branch] mlazos/rtp -> origin/mlazos/rtp 2025-08-26T20:05:25.1624327Z * [new branch] mlazos/static-idx-dbg -> origin/mlazos/static-idx-dbg 2025-08-26T20:05:25.1624415Z * [new branch] mlazos/static-inputs-log -> origin/mlazos/static-inputs-log 2025-08-26T20:05:25.1624541Z * [new branch] mlazos/sub-param-fix -> origin/mlazos/sub-param-fix 2025-08-26T20:05:25.1624610Z * [new branch] mlazos/td-fix2 -> origin/mlazos/td-fix2 2025-08-26T20:05:25.1624692Z * [new branch] mlazos/tensor-hasattr2 -> origin/mlazos/tensor-hasattr2 2025-08-26T20:05:25.1624756Z * [new branch] mlazos/test -> origin/mlazos/test 2025-08-26T20:05:25.1624824Z * [new branch] mlazos/tf-mode -> origin/mlazos/tf-mode 2025-08-26T20:05:25.1624906Z * [new branch] mlazos/tf-mode-backup2 -> origin/mlazos/tf-mode-backup2 2025-08-26T20:05:25.1624984Z * [new branch] mlazos/tf-mode-reland -> origin/mlazos/tf-mode-reland 2025-08-26T20:05:25.1625112Z * [new branch] mlazos/tf-mode-reland2 -> origin/mlazos/tf-mode-reland2 2025-08-26T20:05:25.1625191Z * [new branch] mlazos/tf-mode-reland3 -> origin/mlazos/tf-mode-reland3 2025-08-26T20:05:25.1625266Z * [new branch] mlazos/topo-fix -> origin/mlazos/topo-fix 2025-08-26T20:05:25.1626588Z * [new branch] mlazos/triton-no-epi -> origin/mlazos/triton-no-epi 2025-08-26T20:05:25.1626666Z * [new branch] mlazos/tune-proto -> origin/mlazos/tune-proto 2025-08-26T20:05:25.1626741Z * [new branch] mlazos/tuple-fixes -> origin/mlazos/tuple-fixes 2025-08-26T20:05:25.1626820Z * [new branch] mlazos/tuple-fixes2 -> origin/mlazos/tuple-fixes2 2025-08-26T20:05:25.1626900Z * [new branch] mlazos/tuple-handling -> origin/mlazos/tuple-handling 2025-08-26T20:05:25.1626978Z * [new branch] mlazos/user-streams -> origin/mlazos/user-streams 2025-08-26T20:05:25.1627050Z * [new branch] mlazos/vary-beta -> origin/mlazos/vary-beta 2025-08-26T20:05:25.1627121Z * [new branch] mlazos/vary-beta2 -> origin/mlazos/vary-beta2 2025-08-26T20:05:25.1627200Z * [new branch] mlazos/weird-perf1 -> origin/mlazos/weird-perf1 2025-08-26T20:05:25.1627274Z * [new branch] mm_out_dtype_compile -> origin/mm_out_dtype_compile 2025-08-26T20:05:25.1627347Z * [new branch] modify-setupvllm -> origin/modify-setupvllm 2025-08-26T20:05:25.1627429Z * [new branch] move-theme-out-docker -> origin/move-theme-out-docker 2025-08-26T20:05:25.1627499Z * [new branch] mps-linear-1d -> origin/mps-linear-1d 2025-08-26T20:05:25.1627567Z * [new branch] msaroufim/be1 -> origin/msaroufim/be1 2025-08-26T20:05:25.1627639Z * [new branch] msaroufim/cn_path -> origin/msaroufim/cn_path 2025-08-26T20:05:25.1627732Z * [new branch] msaroufim/dtensorfusedadam -> origin/msaroufim/dtensorfusedadam 2025-08-26T20:05:25.1627804Z * [new branch] msaroufim/reduce -> origin/msaroufim/reduce 2025-08-26T20:05:25.1627875Z * [new branch] mtia/basic-cmake -> origin/mtia/basic-cmake 2025-08-26T20:05:25.1627938Z * [new branch] muon_dev -> origin/muon_dev 2025-08-26T20:05:25.1628000Z * [new branch] muon_dev_1 -> origin/muon_dev_1 2025-08-26T20:05:25.1628083Z * [new branch] new-modifiy-setupvllm -> origin/new-modifiy-setupvllm 2025-08-26T20:05:25.1628151Z * [new branch] new-setupvllm -> origin/new-setupvllm 2025-08-26T20:05:25.1628219Z * [new branch] newtest-base -> origin/newtest-base 2025-08-26T20:05:25.1628291Z * [new branch] ngimel/cat_perf -> origin/ngimel/cat_perf 2025-08-26T20:05:25.1629846Z * [new branch] ngimel/error_index_list -> origin/ngimel/error_index_list 2025-08-26T20:05:25.1629933Z * [new branch] ngimel/fabric_check -> origin/ngimel/fabric_check 2025-08-26T20:05:25.1630112Z * [new branch] ngimel/fabric_driver_version -> origin/ngimel/fabric_driver_version 2025-08-26T20:05:25.1630186Z * [new branch] ngimel/fabric_fix -> origin/ngimel/fabric_fix 2025-08-26T20:05:25.1630261Z * [new branch] ngimel/fabric_symm -> origin/ngimel/fabric_symm 2025-08-26T20:05:25.1630351Z * [new branch] ngimel/fix_driver_init_error -> origin/ngimel/fix_driver_init_error 2025-08-26T20:05:25.1630438Z * [new branch] ngimel/fix_nccl_segment_seg -> origin/ngimel/fix_nccl_segment_seg 2025-08-26T20:05:25.1630506Z * [new branch] ngimel/gg_new -> origin/ngimel/gg_new 2025-08-26T20:05:25.1630655Z * [new branch] ngimel/grouped_mm_checks -> origin/ngimel/grouped_mm_checks 2025-08-26T20:05:25.1630730Z * [new branch] ngimel/guardfabric -> origin/ngimel/guardfabric 2025-08-26T20:05:25.1630809Z * [new branch] ngimel/modeguard -> origin/ngimel/modeguard 2025-08-26T20:05:25.1630887Z * [new branch] ngimel/multicast_fix -> origin/ngimel/multicast_fix 2025-08-26T20:05:25.1630967Z * [new branch] ngimel/unbind_multimem -> origin/ngimel/unbind_multimem 2025-08-26T20:05:25.1631033Z * [new branch] nightly -> origin/nightly 2025-08-26T20:05:25.1631115Z * [new branch] nmacchioni-patch-10 -> origin/nmacchioni-patch-10 2025-08-26T20:05:25.1631193Z * [new branch] nmacchioni-patch-7 -> origin/nmacchioni-patch-7 2025-08-26T20:05:25.1631270Z * [new branch] nmacchioni-patch-8 -> origin/nmacchioni-patch-8 2025-08-26T20:05:25.1631347Z * [new branch] nmacchioni-patch-9 -> origin/nmacchioni-patch-9 2025-08-26T20:05:25.1631423Z * [new branch] nullplay_fuse_matmul -> origin/nullplay_fuse_matmul 2025-08-26T20:05:25.1631560Z * [new branch] nweidia/enable-B200-inductor-nightly-ci -> origin/nweidia/enable-B200-inductor-nightly-ci 2025-08-26T20:05:25.1631626Z * [new branch] one-off -> origin/one-off 2025-08-26T20:05:25.1631698Z * [new branch] orig/release/1.10 -> origin/orig/release/1.10 2025-08-26T20:05:25.1631769Z * [new branch] orig/release/1.11 -> origin/orig/release/1.11 2025-08-26T20:05:25.1631840Z * [new branch] orig/release/1.12 -> origin/orig/release/1.12 2025-08-26T20:05:25.1633166Z * [new branch] orig/release/1.13 -> origin/orig/release/1.13 2025-08-26T20:05:25.1633243Z * [new branch] orig/release/1.6 -> origin/orig/release/1.6 2025-08-26T20:05:25.1633317Z * [new branch] orig/release/1.7 -> origin/orig/release/1.7 2025-08-26T20:05:25.1633386Z * [new branch] orig/release/1.8 -> origin/orig/release/1.8 2025-08-26T20:05:25.1633458Z * [new branch] orig/release/1.9 -> origin/orig/release/1.9 2025-08-26T20:05:25.1633527Z * [new branch] orig/release/2.0 -> origin/orig/release/2.0 2025-08-26T20:05:25.1633595Z * [new branch] orig/release/2.1 -> origin/orig/release/2.1 2025-08-26T20:05:25.1633662Z * [new branch] orig/release/2.2 -> origin/orig/release/2.2 2025-08-26T20:05:25.1633731Z * [new branch] orig/release/2.3 -> origin/orig/release/2.3 2025-08-26T20:05:25.1633798Z * [new branch] orig/release/2.4 -> origin/orig/release/2.4 2025-08-26T20:05:25.1633866Z * [new branch] orig/release/2.5 -> origin/orig/release/2.5 2025-08-26T20:05:25.1633936Z * [new branch] orig/release/2.6 -> origin/orig/release/2.6 2025-08-26T20:05:25.1634005Z * [new branch] orig/release/2.7 -> origin/orig/release/2.7 2025-08-26T20:05:25.1634117Z * [new branch] orig/release/2.8 -> origin/orig/release/2.8 2025-08-26T20:05:25.1634187Z * [new branch] oulgen/fx_graph -> origin/oulgen/fx_graph 2025-08-26T20:05:25.1634256Z * [new branch] padded-tensor -> origin/padded-tensor 2025-08-26T20:05:25.1634324Z * [new branch] parallel_cat -> origin/parallel_cat 2025-08-26T20:05:25.1634390Z * [new branch] pca2 -> origin/pca2 2025-08-26T20:05:25.1634467Z * [new branch] pianpwk-patch-1 -> origin/pianpwk-patch-1 2025-08-26T20:05:25.1634581Z * [new branch] pianpwk/backed_size_oblivious_export -> origin/pianpwk/backed_size_oblivious_export 2025-08-26T20:05:25.1634703Z * [new branch] pianpwk/dde_repeat_cat -> origin/pianpwk/dde_repeat_cat 2025-08-26T20:05:25.1634797Z * [new branch] pianpwk/invalidate_fake_memo -> origin/pianpwk/invalidate_fake_memo 2025-08-26T20:05:25.1634878Z * [new branch] pianpwk/max_1_strides -> origin/pianpwk/max_1_strides 2025-08-26T20:05:25.1634956Z * [new branch] pianpwk/nonzero_memo -> origin/pianpwk/nonzero_memo 2025-08-26T20:05:25.1636303Z * [new branch] pianpwk/oblivious_reshape_view_better -> origin/pianpwk/oblivious_reshape_view_better 2025-08-26T20:05:25.1636408Z * [new branch] pianpwk/oblivious_should_swap -> origin/pianpwk/oblivious_should_swap 2025-08-26T20:05:25.1636511Z * [new branch] pianpwk/oblivious_slice_forward -> origin/pianpwk/oblivious_slice_forward 2025-08-26T20:05:25.1636596Z * [new branch] pianpwk/oblivious_where -> origin/pianpwk/oblivious_where 2025-08-26T20:05:25.1636688Z * [new branch] pianpwk/param_static_pgo -> origin/pianpwk/param_static_pgo 2025-08-26T20:05:25.1636773Z * [new branch] pianpwk/pre_forward_hook -> origin/pianpwk/pre_forward_hook 2025-08-26T20:05:25.1636877Z * [new branch] pianpwk/remove_guard_fail_break -> origin/pianpwk/remove_guard_fail_break 2025-08-26T20:05:25.1636967Z * [new branch] pianpwk/slice_fresh_symbols -> origin/pianpwk/slice_fresh_symbols 2025-08-26T20:05:25.1637059Z * [new branch] pianpwk/test_slice_fake_impl -> origin/pianpwk/test_slice_fake_impl 2025-08-26T20:05:25.1637159Z * [new branch] pianpwk/unbacked_channels_last -> origin/pianpwk/unbacked_channels_last 2025-08-26T20:05:25.1637251Z * [new branch] pianpwk/unbacked_safe_conv1d -> origin/pianpwk/unbacked_safe_conv1d 2025-08-26T20:05:25.1637341Z * [new branch] pianpwk/unbacked_sdpa_flash -> origin/pianpwk/unbacked_sdpa_flash 2025-08-26T20:05:25.1637436Z * [new branch] pianpwk/unbacked_should_swap -> origin/pianpwk/unbacked_should_swap 2025-08-26T20:05:25.1637532Z * [new branch] pianpwk/unbacked_should_swap_2 -> origin/pianpwk/unbacked_should_swap_2 2025-08-26T20:05:25.1637629Z * [new branch] pianpwk/unbacked_slice_binding -> origin/pianpwk/unbacked_slice_binding 2025-08-26T20:05:25.1637724Z * [new branch] pianpwk/unbacked_slice_forward -> origin/pianpwk/unbacked_slice_forward 2025-08-26T20:05:25.1637805Z * [new branch] pianpwk/wan21_reshape -> origin/pianpwk/wan21_reshape 2025-08-26T20:05:25.1637896Z * [new branch] pianpwk/whitelist_optimizer -> origin/pianpwk/whitelist_optimizer 2025-08-26T20:05:25.1637964Z * [new branch] pin-torchao -> origin/pin-torchao 2025-08-26T20:05:25.1638049Z * [new branch] piz/fall_back_missing_0716 -> origin/piz/fall_back_missing_0716 2025-08-26T20:05:25.1638117Z * [new branch] piz/fix_sort_ -> origin/piz/fix_sort_ 2025-08-26T20:05:25.1638201Z * [new branch] piz/improve_scatter_0808 -> origin/piz/improve_scatter_0808 2025-08-26T20:05:25.1638272Z * [new branch] pool-separate -> origin/pool-separate 2025-08-26T20:05:25.1638409Z * [new branch] pr-156087 -> origin/pr-156087 2025-08-26T20:05:25.1639788Z * [new branch] pr/131860 -> origin/pr/131860 2025-08-26T20:05:25.1639869Z * [new branch] predispatch_to -> origin/predispatch_to 2025-08-26T20:05:25.1639938Z * [new branch] pt-opt-cuda3 -> origin/pt-opt-cuda3 2025-08-26T20:05:25.1640028Z * [new branch] pt2e-cache-model-device -> origin/pt2e-cache-model-device 2025-08-26T20:05:25.1640096Z * [new branch] pyobjectslot -> origin/pyobjectslot 2025-08-26T20:05:25.1640181Z * [new branch] python_compiled_autograd -> origin/python_compiled_autograd 2025-08-26T20:05:25.1640337Z * [new branch] qchip/export-D54134695 -> origin/qchip/export-D54134695 2025-08-26T20:05:25.1640403Z * [new branch] quint-bits -> origin/quint-bits 2025-08-26T20:05:25.1640472Z * [new branch] release/1.10 -> origin/release/1.10 2025-08-26T20:05:25.1640538Z * [new branch] release/1.11 -> origin/release/1.11 2025-08-26T20:05:25.1640601Z * [new branch] release/1.12 -> origin/release/1.12 2025-08-26T20:05:25.1640665Z * [new branch] release/1.13 -> origin/release/1.13 2025-08-26T20:05:25.1640730Z * [new branch] release/1.4 -> origin/release/1.4 2025-08-26T20:05:25.1640795Z * [new branch] release/1.4.1 -> origin/release/1.4.1 2025-08-26T20:05:25.1640859Z * [new branch] release/1.5 -> origin/release/1.5 2025-08-26T20:05:25.1640924Z * [new branch] release/1.6 -> origin/release/1.6 2025-08-26T20:05:25.1640988Z * [new branch] release/1.7 -> origin/release/1.7 2025-08-26T20:05:25.1641052Z * [new branch] release/1.8 -> origin/release/1.8 2025-08-26T20:05:25.1641113Z * [new branch] release/1.9 -> origin/release/1.9 2025-08-26T20:05:25.1641176Z * [new branch] release/2.0 -> origin/release/2.0 2025-08-26T20:05:25.1641238Z * [new branch] release/2.1 -> origin/release/2.1 2025-08-26T20:05:25.1641299Z * [new branch] release/2.2 -> origin/release/2.2 2025-08-26T20:05:25.1641361Z * [new branch] release/2.3 -> origin/release/2.3 2025-08-26T20:05:25.1641423Z * [new branch] release/2.4 -> origin/release/2.4 2025-08-26T20:05:25.1641485Z * [new branch] release/2.5 -> origin/release/2.5 2025-08-26T20:05:25.1642802Z * [new branch] release/2.6 -> origin/release/2.6 2025-08-26T20:05:25.1642867Z * [new branch] release/2.7 -> origin/release/2.7 2025-08-26T20:05:25.1642930Z * [new branch] release/2.8 -> origin/release/2.8 2025-08-26T20:05:25.1642996Z * [new branch] release_notes -> origin/release_notes 2025-08-26T20:05:25.1643086Z * [new branch] remove-actionable-label -> origin/remove-actionable-label 2025-08-26T20:05:25.1643151Z * [new branch] remove-ao -> origin/remove-ao 2025-08-26T20:05:25.1643276Z * [new branch] replace-pytorch-labs-20250812-195836 -> origin/replace-pytorch-labs-20250812-195836 2025-08-26T20:05:25.1643395Z * [new branch] replace-pytorch-labs-20250812-200248 -> origin/replace-pytorch-labs-20250812-200248 2025-08-26T20:05:25.1643517Z * [new branch] replace-pytorch-labs-20250812-200324 -> origin/replace-pytorch-labs-20250812-200324 2025-08-26T20:05:25.1643633Z * [new branch] replace-pytorch-labs-20250812-204020 -> origin/replace-pytorch-labs-20250812-204020 2025-08-26T20:05:25.1643817Z * [new branch] replace-pytorch-labs-20250812-204125 -> origin/replace-pytorch-labs-20250812-204125 2025-08-26T20:05:25.1643933Z * [new branch] replace-pytorch-labs-20250812-205624 -> origin/replace-pytorch-labs-20250812-205624 2025-08-26T20:05:25.1644067Z * [new branch] revert-131069-gh/krzysztofjordan/1/head -> origin/revert-131069-gh/krzysztofjordan/1/head 2025-08-26T20:05:25.1644176Z * [new branch] revert-131469-gh/andrewor14/51/head -> origin/revert-131469-gh/andrewor14/51/head 2025-08-26T20:05:25.1644279Z * [new branch] revert-156870-gh/skarjala/3/head -> origin/revert-156870-gh/skarjala/3/head 2025-08-26T20:05:25.1644499Z * [new branch] revert-157914-cherry-pick-157503-by-pytorch_bot_bot_ -> origin/revert-157914-cherry-pick-157503-by-pytorch_bot_bot_ 2025-08-26T20:05:25.1644584Z * [new branch] revert-direct-updates -> origin/revert-direct-updates 2025-08-26T20:05:25.1644660Z * [new branch] rocm-monitoring -> origin/rocm-monitoring 2025-08-26T20:05:25.1644806Z * [new branch] ryanguo99/cleanup-dynamo-expected-failures -> origin/ryanguo99/cleanup-dynamo-expected-failures 2025-08-26T20:05:25.1644896Z * [new branch] ryanguo99/fix-closure-var -> origin/ryanguo99/fix-closure-var 2025-08-26T20:05:25.1644975Z * [new branch] rzou/faketensor_bench -> origin/rzou/faketensor_bench 2025-08-26T20:05:25.1645040Z * [new branch] rzou/njt -> origin/rzou/njt 2025-08-26T20:05:25.1645108Z * [new branch] rzou/operator -> origin/rzou/operator 2025-08-26T20:05:25.1645174Z * [new branch] rzou/pca -> origin/rzou/pca 2025-08-26T20:05:25.1646476Z * [new branch] rzou/realprop -> origin/rzou/realprop 2025-08-26T20:05:25.1646557Z * [new branch] rzou/setup_context -> origin/rzou/setup_context 2025-08-26T20:05:25.1646687Z * [new branch] sanchitintel/refactor_aten_int8_woq_gemm -> origin/sanchitintel/refactor_aten_int8_woq_gemm 2025-08-26T20:05:25.1646853Z * [new branch] sanchitintel/weird_thing_with_test_cpu_select_algorithm -> origin/sanchitintel/weird_thing_with_test_cpu_select_algorithm 2025-08-26T20:05:25.1646949Z * [new branch] sapling-pr-archive-SS-JIA -> origin/sapling-pr-archive-SS-JIA 2025-08-26T20:05:25.1647011Z * [new branch] save -> origin/save 2025-08-26T20:05:25.1647076Z * [new branch] sdym/2.5.1 -> origin/sdym/2.5.1 2025-08-26T20:05:25.1647157Z * [new branch] seemethere-patch-1 -> origin/seemethere-patch-1 2025-08-26T20:05:25.1647228Z * [new branch] setup-torchci -> origin/setup-torchci 2025-08-26T20:05:25.1647291Z * [new branch] setupvllm -> origin/setupvllm 2025-08-26T20:05:25.1647365Z * [new branch] share_and_pin_fork -> origin/share_and_pin_fork 2025-08-26T20:05:25.1647446Z * [new branch] shengf/fx-xform-perf -> origin/shengf/fx-xform-perf 2025-08-26T20:05:25.1647526Z * [new branch] shikaili_fp8_allgather -> origin/shikaili_fp8_allgather 2025-08-26T20:05:25.1647608Z * [new branch] shoumikhin-patch-12 -> origin/shoumikhin-patch-12 2025-08-26T20:05:25.1647696Z * [new branch] simplify-fq-per-channel -> origin/simplify-fq-per-channel 2025-08-26T20:05:25.1647773Z * [new branch] solve-accuracy-fix -> origin/solve-accuracy-fix 2025-08-26T20:05:25.1647846Z * [new branch] sqzhang/flight4 -> origin/sqzhang/flight4 2025-08-26T20:05:25.1647930Z * [new branch] sqzhang/flight4plus -> origin/sqzhang/flight4plus 2025-08-26T20:05:25.1648019Z * [new branch] sraikund/record_funct_test -> origin/sraikund/record_funct_test 2025-08-26T20:05:25.1648142Z * [new branch] sraikund16/test -> origin/sraikund16/test 2025-08-26T20:05:25.1648236Z * [new branch] stablize-compilation-time -> origin/stablize-compilation-time 2025-08-26T20:05:25.1648317Z * [new branch] standalone-templates -> origin/standalone-templates 2025-08-26T20:05:25.1648405Z * [new branch] standalone_package_weights -> origin/standalone_package_weights 2025-08-26T20:05:25.1648480Z * [new branch] starterTaskUpdate -> origin/starterTaskUpdate 2025-08-26T20:05:25.1649878Z * [new branch] subgraph_fuse -> origin/subgraph_fuse 2025-08-26T20:05:25.1650048Z * [new branch] support-uv-in-collect_env -> origin/support-uv-in-collect_env 2025-08-26T20:05:25.1650114Z * [new branch] sve-poc -> origin/sve-poc 2025-08-26T20:05:25.1650186Z * [new branch] svekars-patch-1 -> origin/svekars-patch-1 2025-08-26T20:05:25.1650257Z * [new branch] switch-bn -> origin/switch-bn 2025-08-26T20:05:25.1650344Z * [new branch] sympy-bottleneck-repro -> origin/sympy-bottleneck-repro 2025-08-26T20:05:25.1650441Z * [new branch] tenpercent/ck_inductor_gfx950 -> origin/tenpercent/ck_inductor_gfx950 2025-08-26T20:05:25.1650523Z * [new branch] tensordict_integration -> origin/tensordict_integration 2025-08-26T20:05:25.1650586Z * [new branch] test-7054 -> origin/test-7054 2025-08-26T20:05:25.1650692Z * [new branch] test-half-migration-internally -> origin/test-half-migration-internally 2025-08-26T20:05:25.1650778Z * [new branch] test-move-conda-builds -> origin/test-move-conda-builds 2025-08-26T20:05:25.1650877Z * [new branch] test-myst-markdown-docstring -> origin/test-myst-markdown-docstring 2025-08-26T20:05:25.1650941Z * [new branch] test-old -> origin/test-old 2025-08-26T20:05:25.1651048Z * [new branch] test-vec-migration-internally -> origin/test-vec-migration-internally 2025-08-26T20:05:25.1651113Z * [new branch] test/bmm_heur -> origin/test/bmm_heur 2025-08-26T20:05:25.1651179Z * [new branch] test/inductor -> origin/test/inductor 2025-08-26T20:05:25.1651268Z * [new branch] tianren/flex_paged_attn_fix -> origin/tianren/flex_paged_attn_fix 2025-08-26T20:05:25.1651346Z * [new branch] tidy_performance_cyy -> origin/tidy_performance_cyy 2025-08-26T20:05:25.1651413Z * [new branch] torchtitan_ep -> origin/torchtitan_ep 2025-08-26T20:05:25.1651498Z * [new branch] trace_fsdp_torchtune_lora -> origin/trace_fsdp_torchtune_lora 2025-08-26T20:05:25.1651582Z * [new branch] traceable_fsdp_unit_tests -> origin/traceable_fsdp_unit_tests 2025-08-26T20:05:25.1651655Z * [new branch] tree_loop_vec_base -> origin/tree_loop_vec_base 2025-08-26T20:05:25.1651719Z * [new branch] tree_vec_base -> origin/tree_vec_base 2025-08-26T20:05:25.1651788Z * [new branch] triton-update -> origin/triton-update 2025-08-26T20:05:25.1653096Z * [new branch] triton_kernel -> origin/triton_kernel 2025-08-26T20:05:25.1653177Z * [new branch] triton_kernel_perf -> origin/triton_kernel_perf 2025-08-26T20:05:25.1653242Z * [new branch] try-runllm -> origin/try-runllm 2025-08-26T20:05:25.1653305Z * [new branch] tt_pkg_1908 -> origin/tt_pkg_1908 2025-08-26T20:05:25.1653410Z * [new branch] tweak-transformer-dependabot -> origin/tweak-transformer-dependabot 2025-08-26T20:05:25.1653473Z * [new branch] type_dec -> origin/type_dec 2025-08-26T20:05:25.1653635Z * [new branch] udate-sphinx-dependancies -> origin/udate-sphinx-dependancies 2025-08-26T20:05:25.1653775Z * [new branch] update-audio-commit-hash/16583472358-1693-1 -> origin/update-audio-commit-hash/16583472358-1693-1 2025-08-26T20:05:25.1653908Z * [new branch] update-audio-commit-hash/16663082088-1700-1 -> origin/update-audio-commit-hash/16663082088-1700-1 2025-08-26T20:05:25.1654038Z * [new branch] update-audio-commit-hash/16737365217-1704-1 -> origin/update-audio-commit-hash/16737365217-1704-1 2025-08-26T20:05:25.1654166Z * [new branch] update-audio-commit-hash/16791960928-1711-1 -> origin/update-audio-commit-hash/16791960928-1711-1 2025-08-26T20:05:25.1654296Z * [new branch] update-audio-commit-hash/16818882925-1712-1 -> origin/update-audio-commit-hash/16818882925-1712-1 2025-08-26T20:05:25.1654461Z * [new branch] update-audio-commit-hash/16895560422-1720-1 -> origin/update-audio-commit-hash/16895560422-1720-1 2025-08-26T20:05:25.1654589Z * [new branch] update-audio-commit-hash/16924174496-1738-1 -> origin/update-audio-commit-hash/16924174496-1738-1 2025-08-26T20:05:25.1654718Z * [new branch] update-audio-commit-hash/17002010821-1749-1 -> origin/update-audio-commit-hash/17002010821-1749-1 2025-08-26T20:05:25.1654845Z * [new branch] update-audio-commit-hash/17056004427-1766-1 -> origin/update-audio-commit-hash/17056004427-1766-1 2025-08-26T20:05:25.1654972Z * [new branch] update-audio-commit-hash/17085054029-1767-1 -> origin/update-audio-commit-hash/17085054029-1767-1 2025-08-26T20:05:25.1655101Z * [new branch] update-audio-commit-hash/17142507405-1771-1 -> origin/update-audio-commit-hash/17142507405-1771-1 2025-08-26T20:05:25.1655230Z * [new branch] update-audio-commit-hash/17168762740-1773-1 -> origin/update-audio-commit-hash/17168762740-1773-1 2025-08-26T20:05:25.1655325Z * [new branch] update-dynamic-shapes-doc -> origin/update-dynamic-shapes-doc 2025-08-26T20:05:25.1655479Z * [new branch] update-executorch-commit-hash/15694981040-1626-1 -> origin/update-executorch-commit-hash/15694981040-1626-1 2025-08-26T20:05:25.1655614Z * [new branch] update-triton-commit-hash/13663274526-1487-2 -> origin/update-triton-commit-hash/13663274526-1487-2 2025-08-26T20:05:25.1655746Z * [new branch] update-vision-commit-hash/15336342773-1607-1 -> origin/update-vision-commit-hash/15336342773-1607-1 2025-08-26T20:05:25.1655875Z * [new branch] update-vllm-commit-hash/16545403308-1687-1 -> origin/update-vllm-commit-hash/16545403308-1687-1 2025-08-26T20:05:25.1657232Z * [new branch] update-vllm-commit-hash/16557202787-1688-1 -> origin/update-vllm-commit-hash/16557202787-1688-1 2025-08-26T20:05:25.1657371Z * [new branch] update-vllm-commit-hash/16583472358-1693-1 -> origin/update-vllm-commit-hash/16583472358-1693-1 2025-08-26T20:05:25.1657498Z * [new branch] update-vllm-commit-hash/16663082088-1700-1 -> origin/update-vllm-commit-hash/16663082088-1700-1 2025-08-26T20:05:25.1657621Z * [new branch] update-vllm-commit-hash/16737365217-1704-1 -> origin/update-vllm-commit-hash/16737365217-1704-1 2025-08-26T20:05:25.1657744Z * [new branch] update-vllm-commit-hash/16843157111-1713-1 -> origin/update-vllm-commit-hash/16843157111-1713-1 2025-08-26T20:05:25.1657867Z * [new branch] update-vllm-commit-hash/16855312394-1714-1 -> origin/update-vllm-commit-hash/16855312394-1714-1 2025-08-26T20:05:25.1657990Z * [new branch] update-vllm-commit-hash/16924174496-1738-1 -> origin/update-vllm-commit-hash/16924174496-1738-1 2025-08-26T20:05:25.1658116Z * [new branch] update-vllm-commit-hash/16952608705-1745-1 -> origin/update-vllm-commit-hash/16952608705-1745-1 2025-08-26T20:05:25.1658239Z * [new branch] update-vllm-commit-hash/16979836546-1748-1 -> origin/update-vllm-commit-hash/16979836546-1748-1 2025-08-26T20:05:25.1658416Z * [new branch] update-vllm-commit-hash/17014576881-1756-1 -> origin/update-vllm-commit-hash/17014576881-1756-1 2025-08-26T20:05:25.1658541Z * [new branch] update-vllm-commit-hash/17027830869-1761-1 -> origin/update-vllm-commit-hash/17027830869-1761-1 2025-08-26T20:05:25.1658663Z * [new branch] update-vllm-commit-hash/17056004427-1766-1 -> origin/update-vllm-commit-hash/17056004427-1766-1 2025-08-26T20:05:25.1658786Z * [new branch] update-vllm-commit-hash/17085054029-1767-1 -> origin/update-vllm-commit-hash/17085054029-1767-1 2025-08-26T20:05:25.1658909Z * [new branch] update-vllm-commit-hash/17113610216-1768-1 -> origin/update-vllm-commit-hash/17113610216-1768-1 2025-08-26T20:05:25.1659073Z * [new branch] update-vllm-commit-hash/17142507405-1771-1 -> origin/update-vllm-commit-hash/17142507405-1771-1 2025-08-26T20:05:25.1659195Z * [new branch] update-vllm-commit-hash/17181878974-1774-1 -> origin/update-vllm-commit-hash/17181878974-1774-1 2025-08-26T20:05:25.1659322Z * [new branch] update-xla-commit-hash/16260974441-194-1 -> origin/update-xla-commit-hash/16260974441-194-1 2025-08-26T20:05:25.1659442Z * [new branch] update-xla-commit-hash/16717126778-197-1 -> origin/update-xla-commit-hash/16717126778-197-1 2025-08-26T20:05:25.1659560Z * [new branch] update-xla-commit-hash/16873912760-198-1 -> origin/update-xla-commit-hash/16873912760-198-1 2025-08-26T20:05:25.1659776Z * [new branch] update-xla-commit-hash/17034266655-199-1 -> origin/update-xla-commit-hash/17034266655-199-1 2025-08-26T20:05:25.1659895Z * [new branch] update-xla-commit-hash/17202464405-200-1 -> origin/update-xla-commit-hash/17202464405-200-1 2025-08-26T20:05:25.1660022Z * [new branch] update_docs_torch_multinomial_issue#125388 -> origin/update_docs_torch_multinomial_issue#125388 2025-08-26T20:05:25.1660104Z * [new branch] update_executorch_pin -> origin/update_executorch_pin 2025-08-26T20:05:25.1660192Z * [new branch] update_slow_tests_1722488736 -> origin/update_slow_tests_1722488736 2025-08-26T20:05:25.1661524Z * [new branch] update_slow_tests_1722879173 -> origin/update_slow_tests_1722879173 2025-08-26T20:05:25.1661617Z * [new branch] update_slow_tests_1752478971 -> origin/update_slow_tests_1752478971 2025-08-26T20:05:25.1661701Z * [new branch] update_slow_tests_1755502951 -> origin/update_slow_tests_1755502951 2025-08-26T20:05:25.1661784Z * [new branch] update_slow_tests_1756107664 -> origin/update_slow_tests_1756107664 2025-08-26T20:05:25.1661867Z * [new branch] update_submodule_FBGEMM -> origin/update_submodule_FBGEMM 2025-08-26T20:05:25.1661951Z * [new branch] update_submodule_kineto -> origin/update_submodule_kineto 2025-08-26T20:05:25.1662041Z * [new branch] update_submodule_tensorpipe -> origin/update_submodule_tensorpipe 2025-08-26T20:05:25.1662110Z * [new branch] v0.1.2 -> origin/v0.1.2 2025-08-26T20:05:25.1662175Z * [new branch] v1.0.1 -> origin/v1.0.1 2025-08-26T20:05:25.1662234Z * [new branch] v1.0.3 -> origin/v1.0.3 2025-08-26T20:05:25.1662293Z * [new branch] v1.1.0 -> origin/v1.1.0 2025-08-26T20:05:25.1662351Z * [new branch] v1.2.0 -> origin/v1.2.0 2025-08-26T20:05:25.1662409Z * [new branch] v1.3.0 -> origin/v1.3.0 2025-08-26T20:05:25.1662466Z * [new branch] v1.3.1 -> origin/v1.3.1 2025-08-26T20:05:25.1662535Z * [new branch] validate_fn -> origin/validate_fn 2025-08-26T20:05:25.1662607Z * [new branch] validations_2.6 -> origin/validations_2.6 2025-08-26T20:05:25.1662677Z * [new branch] validations_2.8 -> origin/validations_2.8 2025-08-26T20:05:25.1662815Z * [new branch] viable/strict -> origin/viable/strict 2025-08-26T20:05:25.1662882Z * [new branch] vllmbuildci -> origin/vllmbuildci 2025-08-26T20:05:25.1662945Z * [new branch] vllmpin -> origin/vllmpin 2025-08-26T20:05:25.1663031Z * [new branch] wdvr/conda_devcontainer -> origin/wdvr/conda_devcontainer 2025-08-26T20:05:25.1663108Z * [new branch] wdvr/fix_logging_test -> origin/wdvr/fix_logging_test 2025-08-26T20:05:25.1663176Z * [new branch] wdvr/iss_145259 -> origin/wdvr/iss_145259 2025-08-26T20:05:25.1663313Z * [new branch] weight_sharing_cpp -> origin/weight_sharing_cpp 2025-08-26T20:05:25.1664611Z * [new branch] whc/flight4 -> origin/whc/flight4 2025-08-26T20:05:25.1664685Z * [new branch] whc/flight51 -> origin/whc/flight51 2025-08-26T20:05:25.1664757Z * [new branch] whc/flight53 -> origin/whc/flight53 2025-08-26T20:05:25.1664825Z * [new branch] whc/p2phang -> origin/whc/p2phang 2025-08-26T20:05:25.1664889Z * [new branch] whc/stage2 -> origin/whc/stage2 2025-08-26T20:05:25.1664953Z * [new branch] whc/uneven -> origin/whc/uneven 2025-08-26T20:05:25.1665026Z * [new branch] whc/uneven-merge -> origin/whc/uneven-merge 2025-08-26T20:05:25.1665089Z * [new branch] win_warnings -> origin/win_warnings 2025-08-26T20:05:25.1665162Z * [new branch] workonoldcommit -> origin/workonoldcommit 2025-08-26T20:05:25.1665259Z * [new branch] wwen/programming-model-2.8 -> origin/wwen/programming-model-2.8 2025-08-26T20:05:25.1665323Z * [new branch] xmfan/ca_0516 -> origin/xmfan/ca_0516 2025-08-26T20:05:25.1665399Z * [new branch] xmfan/ca_1051b93192 -> origin/xmfan/ca_1051b93192 2025-08-26T20:05:25.1665549Z * [new branch] xmfan/ca_1a722f62c248391fc4a542e8851a5559aa356ae8 -> origin/xmfan/ca_1a722f62c248391fc4a542e8851a5559aa356ae8 2025-08-26T20:05:25.1665623Z * [new branch] xmfan/ca_5a2be192d1 -> origin/xmfan/ca_5a2be192d1 2025-08-26T20:05:25.1665696Z * [new branch] xmfan/ca_9d59b516e9 -> origin/xmfan/ca_9d59b516e9 2025-08-26T20:05:25.1665760Z * [new branch] xmfan/ca_api -> origin/xmfan/ca_api 2025-08-26T20:05:25.1665826Z * [new branch] xmfan/ca_apr8 -> origin/xmfan/ca_apr8 2025-08-26T20:05:25.1665892Z * [new branch] xmfan/ca_base -> origin/xmfan/ca_base 2025-08-26T20:05:25.1665968Z * [new branch] xmfan/ca_cudagraphs -> origin/xmfan/ca_cudagraphs 2025-08-26T20:05:25.1666038Z * [new branch] xmfan/ca_dynamic -> origin/xmfan/ca_dynamic 2025-08-26T20:05:25.1666108Z * [new branch] xmfan/ca_fix_dyn -> origin/xmfan/ca_fix_dyn 2025-08-26T20:05:25.1666185Z * [new branch] xmfan/ca_fix_lowering -> origin/xmfan/ca_fix_lowering 2025-08-26T20:05:25.1666262Z * [new branch] xmfan/ca_fix_polyfills -> origin/xmfan/ca_fix_polyfills 2025-08-26T20:05:25.1666326Z * [new branch] xmfan/ca_jan3 -> origin/xmfan/ca_jan3 2025-08-26T20:05:25.1667606Z * [new branch] xmfan/ca_jun18 -> origin/xmfan/ca_jun18 2025-08-26T20:05:25.1667683Z * [new branch] xmfan/ca_jun24 -> origin/xmfan/ca_jun24 2025-08-26T20:05:25.1667757Z * [new branch] xmfan/ca_mem_base -> origin/xmfan/ca_mem_base 2025-08-26T20:05:25.1667827Z * [new branch] xmfan/ca_mem_fix -> origin/xmfan/ca_mem_fix 2025-08-26T20:05:25.1667901Z * [new branch] xmfan/ca_memory_fix -> origin/xmfan/ca_memory_fix 2025-08-26T20:05:25.1668032Z * [new branch] xmfan/ca_memory_fix_rebased -> origin/xmfan/ca_memory_fix_rebased 2025-08-26T20:05:25.1668122Z * [new branch] xmfan/ca_memory_fix_rebased2 -> origin/xmfan/ca_memory_fix_rebased2 2025-08-26T20:05:25.1668197Z * [new branch] xmfan/ca_move_to_cuda -> origin/xmfan/ca_move_to_cuda 2025-08-26T20:05:25.1668265Z * [new branch] xmfan/ca_nested -> origin/xmfan/ca_nested 2025-08-26T20:05:25.1668336Z * [new branch] xmfan/ca_overhead -> origin/xmfan/ca_overhead 2025-08-26T20:05:25.1668425Z * [new branch] xmfan/ca_overhead_0eba7e5451 -> origin/xmfan/ca_overhead_0eba7e5451 2025-08-26T20:05:25.1668525Z * [new branch] xmfan/ca_scalar -> origin/xmfan/ca_scalar 2025-08-26T20:05:25.1668608Z * [new branch] xmfan/ca_subclass_mem_fix -> origin/xmfan/ca_subclass_mem_fix 2025-08-26T20:05:25.1668682Z * [new branch] xmfan/ca_warm_mem -> origin/xmfan/ca_warm_mem 2025-08-26T20:05:25.1668758Z * [new branch] xmfan/ca_warm_mem_base -> origin/xmfan/ca_warm_mem_base 2025-08-26T20:05:25.1668891Z * [new branch] xmfan/cacu_jun18 -> origin/xmfan/cacu_jun18 2025-08-26T20:05:25.1668959Z * [new branch] xmfan/cacu_jun19 -> origin/xmfan/cacu_jun19 2025-08-26T20:05:25.1669026Z * [new branch] xmfan/cacu_jun4 -> origin/xmfan/cacu_jun4 2025-08-26T20:05:25.1669095Z * [new branch] xmfan/cacu_may27 -> origin/xmfan/cacu_may27 2025-08-26T20:05:25.1669170Z * [new branch] xmfan/circular_dep -> origin/xmfan/circular_dep 2025-08-26T20:05:25.1669273Z * [new branch] xmfan/compiled_autograd_feb_29 -> origin/xmfan/compiled_autograd_feb_29 2025-08-26T20:05:25.1669359Z * [new branch] xmfan/disable_duck_shape -> origin/xmfan/disable_duck_shape 2025-08-26T20:05:25.1669459Z * [new branch] xmfan/fca_cpp_node_passthrough -> origin/xmfan/fca_cpp_node_passthrough 2025-08-26T20:05:25.1669532Z * [new branch] xmfan/issue_123374 -> origin/xmfan/issue_123374 2025-08-26T20:05:25.1671006Z * [new branch] xmfan/post_3945954741e2d37023c5d6954f9483008e0892f9 -> origin/xmfan/post_3945954741e2d37023c5d6954f9483008e0892f9 2025-08-26T20:05:25.1671159Z * [new branch] xmfan/pre_3945954741e2d37023c5d6954f9483008e0892f9 -> origin/xmfan/pre_3945954741e2d37023c5d6954f9483008e0892f9 2025-08-26T20:05:25.1671235Z * [new branch] xmfan/segfault_test -> origin/xmfan/segfault_test 2025-08-26T20:05:25.1671311Z * [new branch] xmfan/single_step -> origin/xmfan/single_step 2025-08-26T20:05:25.1671379Z * [new branch] xmfan/sth_0829 -> origin/xmfan/sth_0829 2025-08-26T20:05:25.1671443Z * [new branch] xmfan/test -> origin/xmfan/test 2025-08-26T20:05:25.1671536Z * [new branch] yguo/debug-0226-constexpr -> origin/yguo/debug-0226-constexpr 2025-08-26T20:05:25.1671615Z * [new branch] yguo/new_latest_changes -> origin/yguo/new_latest_changes 2025-08-26T20:05:25.1671708Z * [new branch] yguo/patch_constexpr_changes -> origin/yguo/patch_constexpr_changes 2025-08-26T20:05:25.1671782Z * [new branch] yihan_quantization -> origin/yihan_quantization 2025-08-26T20:05:25.1671877Z * [new branch] yiming/add_jit_trace_benchmark -> origin/yiming/add_jit_trace_benchmark 2025-08-26T20:05:25.1671970Z * [new branch] yiming/add_nativert_benchmark -> origin/yiming/add_nativert_benchmark 2025-08-26T20:05:25.1672043Z * [new branch] yiming/bootcamp -> origin/yiming/bootcamp 2025-08-26T20:05:25.1672118Z * [new branch] zainr/canary-test -> origin/zainr/canary-test 2025-08-26T20:05:25.1672283Z * [new branch] zainr/cleanup-gh-runners -> origin/zainr/cleanup-gh-runners 2025-08-26T20:05:25.1672358Z * [new branch] zainr/git-push-v2 -> origin/zainr/git-push-v2 2025-08-26T20:05:25.1672443Z * [new branch] zainr/pull-migration-c -> origin/zainr/pull-migration-c 2025-08-26T20:05:25.1672508Z * [new branch] zainr/test2 -> origin/zainr/test2 2025-08-26T20:05:25.1672577Z * [new branch] zainr/unstable -> origin/zainr/unstable 2025-08-26T20:05:25.1672653Z * [new branch] zainr/unstable-xla -> origin/zainr/unstable-xla 2025-08-26T20:05:25.1672727Z * [new branch] zainr/uv-pip-fix -> origin/zainr/uv-pip-fix 2025-08-26T20:05:25.1672862Z * [new branch] zainr/vs-aarch64 -> origin/zainr/vs-aarch64 2025-08-26T20:05:25.1672938Z * [new branch] zasdfgbnm-patch-3 -> origin/zasdfgbnm-patch-3 2025-08-26T20:05:25.1673003Z * [new branch] zb2p -> origin/zb2p 2025-08-26T20:05:25.1673075Z * [new branch] zdevito-patch-1 -> origin/zdevito-patch-1 2025-08-26T20:05:25.1674411Z * [new branch] zero_grad_optimization -> origin/zero_grad_optimization 2025-08-26T20:05:25.1674503Z * [new branch] zeros-and-scatter-part2 -> origin/zeros-and-scatter-part2 2025-08-26T20:05:25.1674581Z * [new branch] zhxchen17/scratch/0 -> origin/zhxchen17/scratch/0 2025-08-26T20:05:25.1674662Z * [new branch] zhxhcen17/moodycamel -> origin/zhxhcen17/moodycamel 2025-08-26T20:05:25.1674726Z * [new branch] zxiiro/main -> origin/zxiiro/main 2025-08-26T20:05:25.1674794Z * [new branch] zxiiro/test -> origin/zxiiro/test 2025-08-26T20:05:25.1674962Z * [new tag] bc2caa7fdf006894eff7af936babde69ab5a40f8-huydhn-debug -> bc2caa7fdf006894eff7af936babde69ab5a40f8-huydhn-debug 2025-08-26T20:05:25.1675030Z * [new tag] ci/binaries/77164 -> ci/binaries/77164 2025-08-26T20:05:25.1675096Z * [new tag] ciflow/binaries/153920 -> ciflow/binaries/153920 2025-08-26T20:05:25.1675163Z * [new tag] ciflow/binaries/158104 -> ciflow/binaries/158104 2025-08-26T20:05:25.1675228Z * [new tag] ciflow/binaries/160229 -> ciflow/binaries/160229 2025-08-26T20:05:25.1675293Z * [new tag] ciflow/binaries/160853 -> ciflow/binaries/160853 2025-08-26T20:05:25.1675357Z * [new tag] ciflow/binaries/161257 -> ciflow/binaries/161257 2025-08-26T20:05:25.1675446Z * [new tag] ciflow/binaries_libtorch/156049 -> ciflow/binaries_libtorch/156049 2025-08-26T20:05:25.1675522Z * [new tag] ciflow/binaries_wheel/156049 -> ciflow/binaries_wheel/156049 2025-08-26T20:05:25.1675596Z * [new tag] ciflow/binaries_wheel/158733 -> ciflow/binaries_wheel/158733 2025-08-26T20:05:25.1675673Z * [new tag] ciflow/binaries_wheel/160207 -> ciflow/binaries_wheel/160207 2025-08-26T20:05:25.1675747Z * [new tag] ciflow/h100-symm-mem/151845 -> ciflow/h100-symm-mem/151845 2025-08-26T20:05:25.1675818Z * [new tag] ciflow/h100-symm-mem/155923 -> ciflow/h100-symm-mem/155923 2025-08-26T20:05:25.1675890Z * [new tag] ciflow/h100-symm-mem/157635 -> ciflow/h100-symm-mem/157635 2025-08-26T20:05:25.1675960Z * [new tag] ciflow/h100-symm-mem/159562 -> ciflow/h100-symm-mem/159562 2025-08-26T20:05:25.1676029Z * [new tag] ciflow/h100-symm-mem/159889 -> ciflow/h100-symm-mem/159889 2025-08-26T20:05:25.1676101Z * [new tag] ciflow/h100-symm-mem/160825 -> ciflow/h100-symm-mem/160825 2025-08-26T20:05:25.1676171Z * [new tag] ciflow/h100-symm-mem/161008 -> ciflow/h100-symm-mem/161008 2025-08-26T20:05:25.1677456Z * [new tag] ciflow/h100-symm-mem/161090 -> ciflow/h100-symm-mem/161090 2025-08-26T20:05:25.1677577Z * [new tag] ciflow/h100-symm-mem/161214 -> ciflow/h100-symm-mem/161214 2025-08-26T20:05:25.1677648Z * [new tag] ciflow/h100-symm-mem/161217 -> ciflow/h100-symm-mem/161217 2025-08-26T20:05:25.1677718Z * [new tag] ciflow/h100-symm-mem/161232 -> ciflow/h100-symm-mem/161232 2025-08-26T20:05:25.1677788Z * [new tag] ciflow/h100-symm-mem/161257 -> ciflow/h100-symm-mem/161257 2025-08-26T20:05:25.1677857Z * [new tag] ciflow/h100-symm-mem/161309 -> ciflow/h100-symm-mem/161309 2025-08-26T20:05:25.1677926Z * [new tag] ciflow/h100-symm-mem/161470 -> ciflow/h100-symm-mem/161470 2025-08-26T20:05:25.1678037Z * [new tag] ciflow/h100-symm-mem/161471 -> ciflow/h100-symm-mem/161471 2025-08-26T20:05:25.1678107Z * [new tag] ciflow/h100-symm-mem/161532 -> ciflow/h100-symm-mem/161532 2025-08-26T20:05:25.1678178Z * [new tag] ciflow/h100-symm-mem/161533 -> ciflow/h100-symm-mem/161533 2025-08-26T20:05:25.1678239Z * [new tag] ciflow/h100/159158 -> ciflow/h100/159158 2025-08-26T20:05:25.1678298Z * [new tag] ciflow/h100/161225 -> ciflow/h100/161225 2025-08-26T20:05:25.1678437Z * [new tag] ciflow/inductor-perf-test-nightly-rocm/151845 -> ciflow/inductor-perf-test-nightly-rocm/151845 2025-08-26T20:05:25.1678584Z * [new tag] ciflow/inductor-perf-test-nightly-x86-zen/161512 -> ciflow/inductor-perf-test-nightly-x86-zen/161512 2025-08-26T20:05:25.1678675Z * [new tag] ciflow/inductor-periodic/158137 -> ciflow/inductor-periodic/158137 2025-08-26T20:05:25.1678764Z * [new tag] ciflow/inductor-periodic/160807 -> ciflow/inductor-periodic/160807 2025-08-26T20:05:25.1678850Z * [new tag] ciflow/inductor-periodic/161461 -> ciflow/inductor-periodic/161461 2025-08-26T20:05:25.1678937Z * [new tag] ciflow/inductor-periodic/161536 -> ciflow/inductor-periodic/161536 2025-08-26T20:05:25.1679137Z * [new tag] ciflow/inductor-periodic/2f0de0ff9361ca4f2b1e6f9edbc600b5fb6abcd6 -> ciflow/inductor-periodic/2f0de0ff9361ca4f2b1e6f9edbc600b5fb6abcd6 2025-08-26T20:05:25.1679329Z * [new tag] ciflow/inductor-periodic/3e5b021f217a42ae55dc690083f67a28126808ed -> ciflow/inductor-periodic/3e5b021f217a42ae55dc690083f67a28126808ed 2025-08-26T20:05:25.1679516Z * [new tag] ciflow/inductor-periodic/f912c93344caa74e24c8164a2e25fe84a8203073 -> ciflow/inductor-periodic/f912c93344caa74e24c8164a2e25fe84a8203073 2025-08-26T20:05:25.1679592Z * [new tag] ciflow/inductor-rocm/151845 -> ciflow/inductor-rocm/151845 2025-08-26T20:05:25.1679764Z * [new tag] ciflow/inductor-rocm/159158 -> ciflow/inductor-rocm/159158 2025-08-26T20:05:25.1679836Z * [new tag] ciflow/inductor-rocm/160671 -> ciflow/inductor-rocm/160671 2025-08-26T20:05:25.1681157Z * [new tag] ciflow/inductor-rocm/161180 -> ciflow/inductor-rocm/161180 2025-08-26T20:05:25.1681237Z * [new tag] ciflow/inductor-rocm/161225 -> ciflow/inductor-rocm/161225 2025-08-26T20:05:25.1681308Z * [new tag] ciflow/inductor-rocm/161521 -> ciflow/inductor-rocm/161521 2025-08-26T20:05:25.1681394Z * [new tag] ciflow/inductor-windows/160406 -> ciflow/inductor-windows/160406 2025-08-26T20:05:25.1681462Z * [new tag] ciflow/inductor/148492 -> ciflow/inductor/148492 2025-08-26T20:05:25.1681529Z * [new tag] ciflow/inductor/151845 -> ciflow/inductor/151845 2025-08-26T20:05:25.1681594Z * [new tag] ciflow/inductor/154694 -> ciflow/inductor/154694 2025-08-26T20:05:25.1681663Z * [new tag] ciflow/inductor/155072 -> ciflow/inductor/155072 2025-08-26T20:05:25.1681727Z * [new tag] ciflow/inductor/155152 -> ciflow/inductor/155152 2025-08-26T20:05:25.1681865Z * [new tag] ciflow/inductor/155153 -> ciflow/inductor/155153 2025-08-26T20:05:25.1681931Z * [new tag] ciflow/inductor/155154 -> ciflow/inductor/155154 2025-08-26T20:05:25.1681994Z * [new tag] ciflow/inductor/155501 -> ciflow/inductor/155501 2025-08-26T20:05:25.1682058Z * [new tag] ciflow/inductor/155502 -> ciflow/inductor/155502 2025-08-26T20:05:25.1682122Z * [new tag] ciflow/inductor/155503 -> ciflow/inductor/155503 2025-08-26T20:05:25.1682188Z * [new tag] ciflow/inductor/155557 -> ciflow/inductor/155557 2025-08-26T20:05:25.1682252Z * [new tag] ciflow/inductor/155608 -> ciflow/inductor/155608 2025-08-26T20:05:25.1682383Z * [new tag] ciflow/inductor/155923 -> ciflow/inductor/155923 2025-08-26T20:05:25.1682448Z * [new tag] ciflow/inductor/155928 -> ciflow/inductor/155928 2025-08-26T20:05:25.1682514Z * [new tag] ciflow/inductor/156875 -> ciflow/inductor/156875 2025-08-26T20:05:25.1682577Z * [new tag] ciflow/inductor/156967 -> ciflow/inductor/156967 2025-08-26T20:05:25.1682642Z * [new tag] ciflow/inductor/157298 -> ciflow/inductor/157298 2025-08-26T20:05:25.1682707Z * [new tag] ciflow/inductor/157572 -> ciflow/inductor/157572 2025-08-26T20:05:25.1682770Z * [new tag] ciflow/inductor/157635 -> ciflow/inductor/157635 2025-08-26T20:05:25.1682834Z * [new tag] ciflow/inductor/157743 -> ciflow/inductor/157743 2025-08-26T20:05:25.1684126Z * [new tag] ciflow/inductor/157767 -> ciflow/inductor/157767 2025-08-26T20:05:25.1684201Z * [new tag] ciflow/inductor/157944 -> ciflow/inductor/157944 2025-08-26T20:05:25.1684265Z * [new tag] ciflow/inductor/158061 -> ciflow/inductor/158061 2025-08-26T20:05:25.1684334Z * [new tag] ciflow/inductor/158097 -> ciflow/inductor/158097 2025-08-26T20:05:25.1684397Z * [new tag] ciflow/inductor/158098 -> ciflow/inductor/158098 2025-08-26T20:05:25.1684462Z * [new tag] ciflow/inductor/158104 -> ciflow/inductor/158104 2025-08-26T20:05:25.1684527Z * [new tag] ciflow/inductor/158137 -> ciflow/inductor/158137 2025-08-26T20:05:25.1684591Z * [new tag] ciflow/inductor/158321 -> ciflow/inductor/158321 2025-08-26T20:05:25.1684656Z * [new tag] ciflow/inductor/158609 -> ciflow/inductor/158609 2025-08-26T20:05:25.1684719Z * [new tag] ciflow/inductor/158932 -> ciflow/inductor/158932 2025-08-26T20:05:25.1684785Z * [new tag] ciflow/inductor/159003 -> ciflow/inductor/159003 2025-08-26T20:05:25.1684850Z * [new tag] ciflow/inductor/159158 -> ciflow/inductor/159158 2025-08-26T20:05:25.1684914Z * [new tag] ciflow/inductor/159274 -> ciflow/inductor/159274 2025-08-26T20:05:25.1684980Z * [new tag] ciflow/inductor/159387 -> ciflow/inductor/159387 2025-08-26T20:05:25.1685045Z * [new tag] ciflow/inductor/159473 -> ciflow/inductor/159473 2025-08-26T20:05:25.1685108Z * [new tag] ciflow/inductor/159664 -> ciflow/inductor/159664 2025-08-26T20:05:25.1685172Z * [new tag] ciflow/inductor/159778 -> ciflow/inductor/159778 2025-08-26T20:05:25.1685235Z * [new tag] ciflow/inductor/159786 -> ciflow/inductor/159786 2025-08-26T20:05:25.1685300Z * [new tag] ciflow/inductor/159835 -> ciflow/inductor/159835 2025-08-26T20:05:25.1685365Z * [new tag] ciflow/inductor/159889 -> ciflow/inductor/159889 2025-08-26T20:05:25.1685428Z * [new tag] ciflow/inductor/159923 -> ciflow/inductor/159923 2025-08-26T20:05:25.1685493Z * [new tag] ciflow/inductor/159944 -> ciflow/inductor/159944 2025-08-26T20:05:25.1685603Z * [new tag] ciflow/inductor/160080 -> ciflow/inductor/160080 2025-08-26T20:05:25.1685667Z * [new tag] ciflow/inductor/160111 -> ciflow/inductor/160111 2025-08-26T20:05:25.1686963Z * [new tag] ciflow/inductor/160138 -> ciflow/inductor/160138 2025-08-26T20:05:25.1687035Z * [new tag] ciflow/inductor/160156 -> ciflow/inductor/160156 2025-08-26T20:05:25.1687099Z * [new tag] ciflow/inductor/160180 -> ciflow/inductor/160180 2025-08-26T20:05:25.1687166Z * [new tag] ciflow/inductor/160198 -> ciflow/inductor/160198 2025-08-26T20:05:25.1687273Z * [new tag] ciflow/inductor/160258 -> ciflow/inductor/160258 2025-08-26T20:05:25.1687337Z * [new tag] ciflow/inductor/160266 -> ciflow/inductor/160266 2025-08-26T20:05:25.1687402Z * [new tag] ciflow/inductor/160282 -> ciflow/inductor/160282 2025-08-26T20:05:25.1687470Z * [new tag] ciflow/inductor/160323 -> ciflow/inductor/160323 2025-08-26T20:05:25.1687534Z * [new tag] ciflow/inductor/160324 -> ciflow/inductor/160324 2025-08-26T20:05:25.1687599Z * [new tag] ciflow/inductor/160325 -> ciflow/inductor/160325 2025-08-26T20:05:25.1687663Z * [new tag] ciflow/inductor/160326 -> ciflow/inductor/160326 2025-08-26T20:05:25.1687727Z * [new tag] ciflow/inductor/160327 -> ciflow/inductor/160327 2025-08-26T20:05:25.1687792Z * [new tag] ciflow/inductor/160328 -> ciflow/inductor/160328 2025-08-26T20:05:25.1687856Z * [new tag] ciflow/inductor/160329 -> ciflow/inductor/160329 2025-08-26T20:05:25.1687922Z * [new tag] ciflow/inductor/160431 -> ciflow/inductor/160431 2025-08-26T20:05:25.1687987Z * [new tag] ciflow/inductor/160448 -> ciflow/inductor/160448 2025-08-26T20:05:25.1688052Z * [new tag] ciflow/inductor/160449 -> ciflow/inductor/160449 2025-08-26T20:05:25.1688117Z * [new tag] ciflow/inductor/160467 -> ciflow/inductor/160467 2025-08-26T20:05:25.1688180Z * [new tag] ciflow/inductor/160470 -> ciflow/inductor/160470 2025-08-26T20:05:25.1688244Z * [new tag] ciflow/inductor/160483 -> ciflow/inductor/160483 2025-08-26T20:05:25.1688308Z * [new tag] ciflow/inductor/160527 -> ciflow/inductor/160527 2025-08-26T20:05:25.1688371Z * [new tag] ciflow/inductor/160532 -> ciflow/inductor/160532 2025-08-26T20:05:25.1688436Z * [new tag] ciflow/inductor/160539 -> ciflow/inductor/160539 2025-08-26T20:05:25.1688501Z * [new tag] ciflow/inductor/160580 -> ciflow/inductor/160580 2025-08-26T20:05:25.1689881Z * [new tag] ciflow/inductor/160601 -> ciflow/inductor/160601 2025-08-26T20:05:25.1689956Z * [new tag] ciflow/inductor/160611 -> ciflow/inductor/160611 2025-08-26T20:05:25.1690021Z * [new tag] ciflow/inductor/160669 -> ciflow/inductor/160669 2025-08-26T20:05:25.1690085Z * [new tag] ciflow/inductor/160670 -> ciflow/inductor/160670 2025-08-26T20:05:25.1690151Z * [new tag] ciflow/inductor/160671 -> ciflow/inductor/160671 2025-08-26T20:05:25.1690214Z * [new tag] ciflow/inductor/160677 -> ciflow/inductor/160677 2025-08-26T20:05:25.1690278Z * [new tag] ciflow/inductor/160690 -> ciflow/inductor/160690 2025-08-26T20:05:25.1690342Z * [new tag] ciflow/inductor/160763 -> ciflow/inductor/160763 2025-08-26T20:05:25.1690410Z * [new tag] ciflow/inductor/160772 -> ciflow/inductor/160772 2025-08-26T20:05:25.1690473Z * [new tag] ciflow/inductor/160798 -> ciflow/inductor/160798 2025-08-26T20:05:25.1690613Z * [new tag] ciflow/inductor/160807 -> ciflow/inductor/160807 2025-08-26T20:05:25.1690678Z * [new tag] ciflow/inductor/160836 -> ciflow/inductor/160836 2025-08-26T20:05:25.1690743Z * [new tag] ciflow/inductor/160861 -> ciflow/inductor/160861 2025-08-26T20:05:25.1690808Z * [new tag] ciflow/inductor/160883 -> ciflow/inductor/160883 2025-08-26T20:05:25.1690872Z * [new tag] ciflow/inductor/160888 -> ciflow/inductor/160888 2025-08-26T20:05:25.1690936Z * [new tag] ciflow/inductor/160903 -> ciflow/inductor/160903 2025-08-26T20:05:25.1691001Z * [new tag] ciflow/inductor/160913 -> ciflow/inductor/160913 2025-08-26T20:05:25.1691128Z * [new tag] ciflow/inductor/160941 -> ciflow/inductor/160941 2025-08-26T20:05:25.1691191Z * [new tag] ciflow/inductor/160943 -> ciflow/inductor/160943 2025-08-26T20:05:25.1691259Z * [new tag] ciflow/inductor/160991 -> ciflow/inductor/160991 2025-08-26T20:05:25.1691323Z * [new tag] ciflow/inductor/160997 -> ciflow/inductor/160997 2025-08-26T20:05:25.1691387Z * [new tag] ciflow/inductor/161003 -> ciflow/inductor/161003 2025-08-26T20:05:25.1691451Z * [new tag] ciflow/inductor/161026 -> ciflow/inductor/161026 2025-08-26T20:05:25.1691515Z * [new tag] ciflow/inductor/161032 -> ciflow/inductor/161032 2025-08-26T20:05:25.1691578Z * [new tag] ciflow/inductor/161040 -> ciflow/inductor/161040 2025-08-26T20:05:25.1692872Z * [new tag] ciflow/inductor/161055 -> ciflow/inductor/161055 2025-08-26T20:05:25.1692945Z * [new tag] ciflow/inductor/161062 -> ciflow/inductor/161062 2025-08-26T20:05:25.1693009Z * [new tag] ciflow/inductor/161069 -> ciflow/inductor/161069 2025-08-26T20:05:25.1693074Z * [new tag] ciflow/inductor/161092 -> ciflow/inductor/161092 2025-08-26T20:05:25.1693141Z * [new tag] ciflow/inductor/161093 -> ciflow/inductor/161093 2025-08-26T20:05:25.1693206Z * [new tag] ciflow/inductor/161097 -> ciflow/inductor/161097 2025-08-26T20:05:25.1693270Z * [new tag] ciflow/inductor/161098 -> ciflow/inductor/161098 2025-08-26T20:05:25.1693335Z * [new tag] ciflow/inductor/161100 -> ciflow/inductor/161100 2025-08-26T20:05:25.1693399Z * [new tag] ciflow/inductor/161107 -> ciflow/inductor/161107 2025-08-26T20:05:25.1693463Z * [new tag] ciflow/inductor/161110 -> ciflow/inductor/161110 2025-08-26T20:05:25.1693530Z * [new tag] ciflow/inductor/161117 -> ciflow/inductor/161117 2025-08-26T20:05:25.1693594Z * [new tag] ciflow/inductor/161118 -> ciflow/inductor/161118 2025-08-26T20:05:25.1693658Z * [new tag] ciflow/inductor/161123 -> ciflow/inductor/161123 2025-08-26T20:05:25.1693724Z * [new tag] ciflow/inductor/161124 -> ciflow/inductor/161124 2025-08-26T20:05:25.1693788Z * [new tag] ciflow/inductor/161125 -> ciflow/inductor/161125 2025-08-26T20:05:25.1693851Z * [new tag] ciflow/inductor/161126 -> ciflow/inductor/161126 2025-08-26T20:05:25.1693918Z * [new tag] ciflow/inductor/161144 -> ciflow/inductor/161144 2025-08-26T20:05:25.1693981Z * [new tag] ciflow/inductor/161148 -> ciflow/inductor/161148 2025-08-26T20:05:25.1694045Z * [new tag] ciflow/inductor/161158 -> ciflow/inductor/161158 2025-08-26T20:05:25.1694112Z * [new tag] ciflow/inductor/161178 -> ciflow/inductor/161178 2025-08-26T20:05:25.1694176Z * [new tag] ciflow/inductor/161190 -> ciflow/inductor/161190 2025-08-26T20:05:25.1694240Z * [new tag] ciflow/inductor/161208 -> ciflow/inductor/161208 2025-08-26T20:05:25.1694349Z * [new tag] ciflow/inductor/161225 -> ciflow/inductor/161225 2025-08-26T20:05:25.1694413Z * [new tag] ciflow/inductor/161229 -> ciflow/inductor/161229 2025-08-26T20:05:25.1695708Z * [new tag] ciflow/inductor/161237 -> ciflow/inductor/161237 2025-08-26T20:05:25.1695779Z * [new tag] ciflow/inductor/161241 -> ciflow/inductor/161241 2025-08-26T20:05:25.1695843Z * [new tag] ciflow/inductor/161246 -> ciflow/inductor/161246 2025-08-26T20:05:25.1695907Z * [new tag] ciflow/inductor/161274 -> ciflow/inductor/161274 2025-08-26T20:05:25.1695971Z * [new tag] ciflow/inductor/161278 -> ciflow/inductor/161278 2025-08-26T20:05:25.1696085Z * [new tag] ciflow/inductor/161279 -> ciflow/inductor/161279 2025-08-26T20:05:25.1696149Z * [new tag] ciflow/inductor/161288 -> ciflow/inductor/161288 2025-08-26T20:05:25.1696217Z * [new tag] ciflow/inductor/161314 -> ciflow/inductor/161314 2025-08-26T20:05:25.1696283Z * [new tag] ciflow/inductor/161320 -> ciflow/inductor/161320 2025-08-26T20:05:25.1696346Z * [new tag] ciflow/inductor/161336 -> ciflow/inductor/161336 2025-08-26T20:05:25.1696411Z * [new tag] ciflow/inductor/161337 -> ciflow/inductor/161337 2025-08-26T20:05:25.1696475Z * [new tag] ciflow/inductor/161338 -> ciflow/inductor/161338 2025-08-26T20:05:25.1696539Z * [new tag] ciflow/inductor/161339 -> ciflow/inductor/161339 2025-08-26T20:05:25.1696603Z * [new tag] ciflow/inductor/161340 -> ciflow/inductor/161340 2025-08-26T20:05:25.1696669Z * [new tag] ciflow/inductor/161341 -> ciflow/inductor/161341 2025-08-26T20:05:25.1696733Z * [new tag] ciflow/inductor/161342 -> ciflow/inductor/161342 2025-08-26T20:05:25.1696799Z * [new tag] ciflow/inductor/161343 -> ciflow/inductor/161343 2025-08-26T20:05:25.1696864Z * [new tag] ciflow/inductor/161344 -> ciflow/inductor/161344 2025-08-26T20:05:25.1696928Z * [new tag] ciflow/inductor/161345 -> ciflow/inductor/161345 2025-08-26T20:05:25.1696992Z * [new tag] ciflow/inductor/161346 -> ciflow/inductor/161346 2025-08-26T20:05:25.1697056Z * [new tag] ciflow/inductor/161347 -> ciflow/inductor/161347 2025-08-26T20:05:25.1697121Z * [new tag] ciflow/inductor/161348 -> ciflow/inductor/161348 2025-08-26T20:05:25.1697185Z * [new tag] ciflow/inductor/161349 -> ciflow/inductor/161349 2025-08-26T20:05:25.1697252Z * [new tag] ciflow/inductor/161350 -> ciflow/inductor/161350 2025-08-26T20:05:25.1698525Z * [new tag] ciflow/inductor/161351 -> ciflow/inductor/161351 2025-08-26T20:05:25.1698597Z * [new tag] ciflow/inductor/161353 -> ciflow/inductor/161353 2025-08-26T20:05:25.1698662Z * [new tag] ciflow/inductor/161354 -> ciflow/inductor/161354 2025-08-26T20:05:25.1698727Z * [new tag] ciflow/inductor/161355 -> ciflow/inductor/161355 2025-08-26T20:05:25.1698791Z * [new tag] ciflow/inductor/161362 -> ciflow/inductor/161362 2025-08-26T20:05:25.1698856Z * [new tag] ciflow/inductor/161363 -> ciflow/inductor/161363 2025-08-26T20:05:25.1698920Z * [new tag] ciflow/inductor/161382 -> ciflow/inductor/161382 2025-08-26T20:05:25.1698984Z * [new tag] ciflow/inductor/161383 -> ciflow/inductor/161383 2025-08-26T20:05:25.1699053Z * [new tag] ciflow/inductor/161385 -> ciflow/inductor/161385 2025-08-26T20:05:25.1699117Z * [new tag] ciflow/inductor/161396 -> ciflow/inductor/161396 2025-08-26T20:05:25.1699221Z * [new tag] ciflow/inductor/161397 -> ciflow/inductor/161397 2025-08-26T20:05:25.1699285Z * [new tag] ciflow/inductor/161404 -> ciflow/inductor/161404 2025-08-26T20:05:25.1699350Z * [new tag] ciflow/inductor/161405 -> ciflow/inductor/161405 2025-08-26T20:05:25.1699415Z * [new tag] ciflow/inductor/161406 -> ciflow/inductor/161406 2025-08-26T20:05:25.1699480Z * [new tag] ciflow/inductor/161409 -> ciflow/inductor/161409 2025-08-26T20:05:25.1699545Z * [new tag] ciflow/inductor/161410 -> ciflow/inductor/161410 2025-08-26T20:05:25.1699609Z * [new tag] ciflow/inductor/161414 -> ciflow/inductor/161414 2025-08-26T20:05:25.1699782Z * [new tag] ciflow/inductor/161416 -> ciflow/inductor/161416 2025-08-26T20:05:25.1699846Z * [new tag] ciflow/inductor/161420 -> ciflow/inductor/161420 2025-08-26T20:05:25.1699910Z * [new tag] ciflow/inductor/161431 -> ciflow/inductor/161431 2025-08-26T20:05:25.1699977Z * [new tag] ciflow/inductor/161435 -> ciflow/inductor/161435 2025-08-26T20:05:25.1700042Z * [new tag] ciflow/inductor/161440 -> ciflow/inductor/161440 2025-08-26T20:05:25.1700107Z * [new tag] ciflow/inductor/161447 -> ciflow/inductor/161447 2025-08-26T20:05:25.1700171Z * [new tag] ciflow/inductor/161452 -> ciflow/inductor/161452 2025-08-26T20:05:25.1701464Z * [new tag] ciflow/inductor/161453 -> ciflow/inductor/161453 2025-08-26T20:05:25.1701535Z * [new tag] ciflow/inductor/161458 -> ciflow/inductor/161458 2025-08-26T20:05:25.1701603Z * [new tag] ciflow/inductor/161461 -> ciflow/inductor/161461 2025-08-26T20:05:25.1701668Z * [new tag] ciflow/inductor/161464 -> ciflow/inductor/161464 2025-08-26T20:05:25.1701732Z * [new tag] ciflow/inductor/161466 -> ciflow/inductor/161466 2025-08-26T20:05:25.1701801Z * [new tag] ciflow/inductor/161468 -> ciflow/inductor/161468 2025-08-26T20:05:25.1701866Z * [new tag] ciflow/inductor/161469 -> ciflow/inductor/161469 2025-08-26T20:05:25.1701930Z * [new tag] ciflow/inductor/161474 -> ciflow/inductor/161474 2025-08-26T20:05:25.1701994Z * [new tag] ciflow/inductor/161477 -> ciflow/inductor/161477 2025-08-26T20:05:25.1702059Z * [new tag] ciflow/inductor/161485 -> ciflow/inductor/161485 2025-08-26T20:05:25.1702123Z * [new tag] ciflow/inductor/161486 -> ciflow/inductor/161486 2025-08-26T20:05:25.1702189Z * [new tag] ciflow/inductor/161487 -> ciflow/inductor/161487 2025-08-26T20:05:25.1702253Z * [new tag] ciflow/inductor/161495 -> ciflow/inductor/161495 2025-08-26T20:05:25.1702318Z * [new tag] ciflow/inductor/161497 -> ciflow/inductor/161497 2025-08-26T20:05:25.1702384Z * [new tag] ciflow/inductor/161499 -> ciflow/inductor/161499 2025-08-26T20:05:25.1702448Z * [new tag] ciflow/inductor/161512 -> ciflow/inductor/161512 2025-08-26T20:05:25.1702512Z * [new tag] ciflow/inductor/161521 -> ciflow/inductor/161521 2025-08-26T20:05:25.1702577Z * [new tag] ciflow/inductor/161526 -> ciflow/inductor/161526 2025-08-26T20:05:25.1702640Z * [new tag] ciflow/inductor/161530 -> ciflow/inductor/161530 2025-08-26T20:05:25.1702706Z * [new tag] ciflow/inductor/161534 -> ciflow/inductor/161534 2025-08-26T20:05:25.1702770Z * [new tag] ciflow/inductor/161536 -> ciflow/inductor/161536 2025-08-26T20:05:25.1702842Z * [new tag] ciflow/inductor/3b9a386 -> ciflow/inductor/3b9a386 2025-08-26T20:05:25.1702912Z * [new tag] ciflow/inductor/3d4b92b -> ciflow/inductor/3d4b92b 2025-08-26T20:05:25.1703051Z * [new tag] ciflow/inductor/d224ac7 -> ciflow/inductor/d224ac7 2025-08-26T20:05:25.1703128Z * [new tag] ciflow/linux-aarch64/159737 -> ciflow/linux-aarch64/159737 2025-08-26T20:05:25.1704445Z * [new tag] ciflow/linux-aarch64/160078 -> ciflow/linux-aarch64/160078 2025-08-26T20:05:25.1704518Z * [new tag] ciflow/linux-aarch64/160080 -> ciflow/linux-aarch64/160080 2025-08-26T20:05:25.1704580Z * [new tag] ciflow/mps/155923 -> ciflow/mps/155923 2025-08-26T20:05:25.1704642Z * [new tag] ciflow/mps/157553 -> ciflow/mps/157553 2025-08-26T20:05:25.1704699Z * [new tag] ciflow/mps/157635 -> ciflow/mps/157635 2025-08-26T20:05:25.1704826Z * [new tag] ciflow/mps/160839 -> ciflow/mps/160839 2025-08-26T20:05:25.1704885Z * [new tag] ciflow/mps/161511 -> ciflow/mps/161511 2025-08-26T20:05:25.1704956Z * [new tag] ciflow/nightly/158104 -> ciflow/nightly/158104 2025-08-26T20:05:25.1705054Z * [new tag] ciflow/periodic-rocm-mi300/161180 -> ciflow/periodic-rocm-mi300/161180 2025-08-26T20:05:25.1705126Z * [new tag] ciflow/periodic/054a2fd -> ciflow/periodic/054a2fd 2025-08-26T20:05:25.1705299Z * [new tag] ciflow/periodic/0dea191ff7b844352dc2cd5e3b5ef5ea13a76756 -> ciflow/periodic/0dea191ff7b844352dc2cd5e3b5ef5ea13a76756 2025-08-26T20:05:25.1705366Z * [new tag] ciflow/periodic/156491 -> ciflow/periodic/156491 2025-08-26T20:05:25.1705432Z * [new tag] ciflow/periodic/161013 -> ciflow/periodic/161013 2025-08-26T20:05:25.1705501Z * [new tag] ciflow/periodic/2a6d37d -> ciflow/periodic/2a6d37d 2025-08-26T20:05:25.1705569Z * [new tag] ciflow/periodic/317eeb8 -> ciflow/periodic/317eeb8 2025-08-26T20:05:25.1705634Z * [new tag] ciflow/periodic/3c32 -> ciflow/periodic/3c32 2025-08-26T20:05:25.1705704Z * [new tag] ciflow/periodic/3e98831 -> ciflow/periodic/3e98831 2025-08-26T20:05:25.1705780Z * [new tag] ciflow/periodic/94512-point -> ciflow/periodic/94512-point 2025-08-26T20:05:25.1705953Z * [new tag] ciflow/periodic/bc7eaa0d8a1f5ca8ec0eaac461d1df500dcaea84 -> ciflow/periodic/bc7eaa0d8a1f5ca8ec0eaac461d1df500dcaea84 2025-08-26T20:05:25.1706037Z * [new tag] ciflow/periodic/csl/test87519 -> ciflow/periodic/csl/test87519 2025-08-26T20:05:25.1706117Z * [new tag] ciflow/periodic/csltest88275 -> ciflow/periodic/csltest88275 2025-08-26T20:05:25.1706195Z * [new tag] ciflow/periodic/csltest88761 -> ciflow/periodic/csltest88761 2025-08-26T20:05:25.1706275Z * [new tag] ciflow/periodic/release_1.12 -> ciflow/periodic/release_1.12 2025-08-26T20:05:25.1706359Z * [new tag] ciflow/periodic/release_1.12.0 -> ciflow/periodic/release_1.12.0 2025-08-26T20:05:25.1707666Z * [new tag] ciflow/periodic/sha-ec5b83 -> ciflow/periodic/sha-ec5b83 2025-08-26T20:05:25.1707742Z * [new tag] ciflow/rocm-mi300/159158 -> ciflow/rocm-mi300/159158 2025-08-26T20:05:25.1707810Z * [new tag] ciflow/rocm-mi300/161040 -> ciflow/rocm-mi300/161040 2025-08-26T20:05:25.1707877Z * [new tag] ciflow/rocm-mi300/161180 -> ciflow/rocm-mi300/161180 2025-08-26T20:05:25.1707943Z * [new tag] ciflow/rocm-mi300/161225 -> ciflow/rocm-mi300/161225 2025-08-26T20:05:25.1708007Z * [new tag] ciflow/rocm-mi300/161429 -> ciflow/rocm-mi300/161429 2025-08-26T20:05:25.1708076Z * [new tag] ciflow/rocm-mi355/160215 -> ciflow/rocm-mi355/160215 2025-08-26T20:05:25.1708138Z * [new tag] ciflow/rocm/148492 -> ciflow/rocm/148492 2025-08-26T20:05:25.1708198Z * [new tag] ciflow/rocm/151845 -> ciflow/rocm/151845 2025-08-26T20:05:25.1708306Z * [new tag] ciflow/rocm/152526 -> ciflow/rocm/152526 2025-08-26T20:05:25.1708366Z * [new tag] ciflow/rocm/154864 -> ciflow/rocm/154864 2025-08-26T20:05:25.1708425Z * [new tag] ciflow/rocm/156491 -> ciflow/rocm/156491 2025-08-26T20:05:25.1708482Z * [new tag] ciflow/rocm/158352 -> ciflow/rocm/158352 2025-08-26T20:05:25.1708541Z * [new tag] ciflow/rocm/159158 -> ciflow/rocm/159158 2025-08-26T20:05:25.1708598Z * [new tag] ciflow/rocm/160215 -> ciflow/rocm/160215 2025-08-26T20:05:25.1708655Z * [new tag] ciflow/rocm/160671 -> ciflow/rocm/160671 2025-08-26T20:05:25.1708754Z * [new tag] ciflow/rocm/160676 -> ciflow/rocm/160676 2025-08-26T20:05:25.1708872Z * [new tag] ciflow/rocm/161180 -> ciflow/rocm/161180 2025-08-26T20:05:25.1708933Z * [new tag] ciflow/rocm/161225 -> ciflow/rocm/161225 2025-08-26T20:05:25.1708992Z * [new tag] ciflow/rocm/161277 -> ciflow/rocm/161277 2025-08-26T20:05:25.1709049Z * [new tag] ciflow/rocm/161429 -> ciflow/rocm/161429 2025-08-26T20:05:25.1709106Z * [new tag] ciflow/rocm/161496 -> ciflow/rocm/161496 2025-08-26T20:05:25.1709168Z * [new tag] ciflow/s390/160893 -> ciflow/s390/160893 2025-08-26T20:05:25.1709231Z * [new tag] ciflow/slow/01c7106 -> ciflow/slow/01c7106 2025-08-26T20:05:25.1710612Z * [new tag] ciflow/slow/0577043 -> ciflow/slow/0577043 2025-08-26T20:05:25.1710803Z * [new tag] ciflow/slow/0d5b74da0cab798fbfdb9caa53fad816999c8386-sdym -> ciflow/slow/0d5b74da0cab798fbfdb9caa53fad816999c8386-sdym 2025-08-26T20:05:25.1710864Z * [new tag] ciflow/slow/0e81104 -> ciflow/slow/0e81104 2025-08-26T20:05:25.1710928Z * [new tag] ciflow/slow/161182 -> ciflow/slow/161182 2025-08-26T20:05:25.1710987Z * [new tag] ciflow/slow/161395 -> ciflow/slow/161395 2025-08-26T20:05:25.1711048Z * [new tag] ciflow/slow/1732077 -> ciflow/slow/1732077 2025-08-26T20:05:25.1711109Z * [new tag] ciflow/slow/187eb7c -> ciflow/slow/187eb7c 2025-08-26T20:05:25.1711170Z * [new tag] ciflow/slow/1faef89 -> ciflow/slow/1faef89 2025-08-26T20:05:25.1711231Z * [new tag] ciflow/slow/3920ec1 -> ciflow/slow/3920ec1 2025-08-26T20:05:25.1711291Z * [new tag] ciflow/slow/3b7c6b2 -> ciflow/slow/3b7c6b2 2025-08-26T20:05:25.1711353Z * [new tag] ciflow/slow/59a3759 -> ciflow/slow/59a3759 2025-08-26T20:05:25.1711413Z * [new tag] ciflow/slow/70ef0bb -> ciflow/slow/70ef0bb 2025-08-26T20:05:25.1711473Z * [new tag] ciflow/slow/788ff06 -> ciflow/slow/788ff06 2025-08-26T20:05:25.1711638Z * [new tag] ciflow/slow/8751002215790a3a88750faa8f4366933e296693-sdym -> ciflow/slow/8751002215790a3a88750faa8f4366933e296693-sdym 2025-08-26T20:05:25.1711699Z * [new tag] ciflow/slow/9d85864 -> ciflow/slow/9d85864 2025-08-26T20:05:25.1711760Z * [new tag] ciflow/slow/9ffad5b -> ciflow/slow/9ffad5b 2025-08-26T20:05:25.1711820Z * [new tag] ciflow/slow/a206e8b -> ciflow/slow/a206e8b 2025-08-26T20:05:25.1711879Z * [new tag] ciflow/slow/a837609 -> ciflow/slow/a837609 2025-08-26T20:05:25.1711939Z * [new tag] ciflow/slow/af841f3 -> ciflow/slow/af841f3 2025-08-26T20:05:25.1712112Z * [new tag] ciflow/slow/da3aba1e46157c4df504b067477cdf2b3c96b194-sdym -> ciflow/slow/da3aba1e46157c4df504b067477cdf2b3c96b194-sdym 2025-08-26T20:05:25.1712184Z * [new tag] ciflow/torchbench/158137 -> ciflow/torchbench/158137 2025-08-26T20:05:25.1712315Z * [new tag] ciflow/trunk/148492 -> ciflow/trunk/148492 2025-08-26T20:05:25.1712374Z * [new tag] ciflow/trunk/151845 -> ciflow/trunk/151845 2025-08-26T20:05:25.1712434Z * [new tag] ciflow/trunk/153784 -> ciflow/trunk/153784 2025-08-26T20:05:25.1713717Z * [new tag] ciflow/trunk/154694 -> ciflow/trunk/154694 2025-08-26T20:05:25.1713784Z * [new tag] ciflow/trunk/154864 -> ciflow/trunk/154864 2025-08-26T20:05:25.1713843Z * [new tag] ciflow/trunk/156418 -> ciflow/trunk/156418 2025-08-26T20:05:25.1713966Z * [new tag] ciflow/trunk/157196 -> ciflow/trunk/157196 2025-08-26T20:05:25.1714025Z * [new tag] ciflow/trunk/157537 -> ciflow/trunk/157537 2025-08-26T20:05:25.1714086Z * [new tag] ciflow/trunk/157767 -> ciflow/trunk/157767 2025-08-26T20:05:25.1714149Z * [new tag] ciflow/trunk/157944 -> ciflow/trunk/157944 2025-08-26T20:05:25.1714209Z * [new tag] ciflow/trunk/158104 -> ciflow/trunk/158104 2025-08-26T20:05:25.1714268Z * [new tag] ciflow/trunk/158541 -> ciflow/trunk/158541 2025-08-26T20:05:25.1714328Z * [new tag] ciflow/trunk/158733 -> ciflow/trunk/158733 2025-08-26T20:05:25.1714386Z * [new tag] ciflow/trunk/158747 -> ciflow/trunk/158747 2025-08-26T20:05:25.1714445Z * [new tag] ciflow/trunk/159158 -> ciflow/trunk/159158 2025-08-26T20:05:25.1714505Z * [new tag] ciflow/trunk/159387 -> ciflow/trunk/159387 2025-08-26T20:05:25.1714566Z * [new tag] ciflow/trunk/159562 -> ciflow/trunk/159562 2025-08-26T20:05:25.1714625Z * [new tag] ciflow/trunk/159786 -> ciflow/trunk/159786 2025-08-26T20:05:25.1714688Z * [new tag] ciflow/trunk/159835 -> ciflow/trunk/159835 2025-08-26T20:05:25.1714747Z * [new tag] ciflow/trunk/159889 -> ciflow/trunk/159889 2025-08-26T20:05:25.1714805Z * [new tag] ciflow/trunk/159923 -> ciflow/trunk/159923 2025-08-26T20:05:25.1714865Z * [new tag] ciflow/trunk/160156 -> ciflow/trunk/160156 2025-08-26T20:05:25.1714924Z * [new tag] ciflow/trunk/160180 -> ciflow/trunk/160180 2025-08-26T20:05:25.1714983Z * [new tag] ciflow/trunk/160198 -> ciflow/trunk/160198 2025-08-26T20:05:25.1715042Z * [new tag] ciflow/trunk/160258 -> ciflow/trunk/160258 2025-08-26T20:05:25.1715103Z * [new tag] ciflow/trunk/160431 -> ciflow/trunk/160431 2025-08-26T20:05:25.1715162Z * [new tag] ciflow/trunk/160448 -> ciflow/trunk/160448 2025-08-26T20:05:25.1716431Z * [new tag] ciflow/trunk/160449 -> ciflow/trunk/160449 2025-08-26T20:05:25.1716500Z * [new tag] ciflow/trunk/160527 -> ciflow/trunk/160527 2025-08-26T20:05:25.1716559Z * [new tag] ciflow/trunk/160532 -> ciflow/trunk/160532 2025-08-26T20:05:25.1716620Z * [new tag] ciflow/trunk/160671 -> ciflow/trunk/160671 2025-08-26T20:05:25.1716679Z * [new tag] ciflow/trunk/160677 -> ciflow/trunk/160677 2025-08-26T20:05:25.1716738Z * [new tag] ciflow/trunk/160692 -> ciflow/trunk/160692 2025-08-26T20:05:25.1716798Z * [new tag] ciflow/trunk/160781 -> ciflow/trunk/160781 2025-08-26T20:05:25.1716857Z * [new tag] ciflow/trunk/160825 -> ciflow/trunk/160825 2025-08-26T20:05:25.1716919Z * [new tag] ciflow/trunk/160836 -> ciflow/trunk/160836 2025-08-26T20:05:25.1716979Z * [new tag] ciflow/trunk/160866 -> ciflow/trunk/160866 2025-08-26T20:05:25.1717079Z * [new tag] ciflow/trunk/160915 -> ciflow/trunk/160915 2025-08-26T20:05:25.1717139Z * [new tag] ciflow/trunk/160991 -> ciflow/trunk/160991 2025-08-26T20:05:25.1717198Z * [new tag] ciflow/trunk/160992 -> ciflow/trunk/160992 2025-08-26T20:05:25.1717258Z * [new tag] ciflow/trunk/161004 -> ciflow/trunk/161004 2025-08-26T20:05:25.1717317Z * [new tag] ciflow/trunk/161016 -> ciflow/trunk/161016 2025-08-26T20:05:25.1717376Z * [new tag] ciflow/trunk/161023 -> ciflow/trunk/161023 2025-08-26T20:05:25.1717436Z * [new tag] ciflow/trunk/161026 -> ciflow/trunk/161026 2025-08-26T20:05:25.1717534Z * [new tag] ciflow/trunk/161032 -> ciflow/trunk/161032 2025-08-26T20:05:25.1717593Z * [new tag] ciflow/trunk/161035 -> ciflow/trunk/161035 2025-08-26T20:05:25.1717653Z * [new tag] ciflow/trunk/161040 -> ciflow/trunk/161040 2025-08-26T20:05:25.1717716Z * [new tag] ciflow/trunk/161094 -> ciflow/trunk/161094 2025-08-26T20:05:25.1717775Z * [new tag] ciflow/trunk/161097 -> ciflow/trunk/161097 2025-08-26T20:05:25.1717836Z * [new tag] ciflow/trunk/161098 -> ciflow/trunk/161098 2025-08-26T20:05:25.1717895Z * [new tag] ciflow/trunk/161100 -> ciflow/trunk/161100 2025-08-26T20:05:25.1717954Z * [new tag] ciflow/trunk/161106 -> ciflow/trunk/161106 2025-08-26T20:05:25.1719227Z * [new tag] ciflow/trunk/161110 -> ciflow/trunk/161110 2025-08-26T20:05:25.1719295Z * [new tag] ciflow/trunk/161114 -> ciflow/trunk/161114 2025-08-26T20:05:25.1719354Z * [new tag] ciflow/trunk/161117 -> ciflow/trunk/161117 2025-08-26T20:05:25.1719414Z * [new tag] ciflow/trunk/161123 -> ciflow/trunk/161123 2025-08-26T20:05:25.1719477Z * [new tag] ciflow/trunk/161124 -> ciflow/trunk/161124 2025-08-26T20:05:25.1719536Z * [new tag] ciflow/trunk/161126 -> ciflow/trunk/161126 2025-08-26T20:05:25.1719596Z * [new tag] ciflow/trunk/161131 -> ciflow/trunk/161131 2025-08-26T20:05:25.1719656Z * [new tag] ciflow/trunk/161143 -> ciflow/trunk/161143 2025-08-26T20:05:25.1719834Z * [new tag] ciflow/trunk/161144 -> ciflow/trunk/161144 2025-08-26T20:05:25.1719893Z * [new tag] ciflow/trunk/161164 -> ciflow/trunk/161164 2025-08-26T20:05:25.1719953Z * [new tag] ciflow/trunk/161180 -> ciflow/trunk/161180 2025-08-26T20:05:25.1720013Z * [new tag] ciflow/trunk/161214 -> ciflow/trunk/161214 2025-08-26T20:05:25.1720073Z * [new tag] ciflow/trunk/161217 -> ciflow/trunk/161217 2025-08-26T20:05:25.1720134Z * [new tag] ciflow/trunk/161225 -> ciflow/trunk/161225 2025-08-26T20:05:25.1720193Z * [new tag] ciflow/trunk/161236 -> ciflow/trunk/161236 2025-08-26T20:05:25.1720252Z * [new tag] ciflow/trunk/161237 -> ciflow/trunk/161237 2025-08-26T20:05:25.1720312Z * [new tag] ciflow/trunk/161241 -> ciflow/trunk/161241 2025-08-26T20:05:25.1720371Z * [new tag] ciflow/trunk/161262 -> ciflow/trunk/161262 2025-08-26T20:05:25.1720431Z * [new tag] ciflow/trunk/161263 -> ciflow/trunk/161263 2025-08-26T20:05:25.1720491Z * [new tag] ciflow/trunk/161279 -> ciflow/trunk/161279 2025-08-26T20:05:25.1720554Z * [new tag] ciflow/trunk/161306 -> ciflow/trunk/161306 2025-08-26T20:05:25.1720613Z * [new tag] ciflow/trunk/161311 -> ciflow/trunk/161311 2025-08-26T20:05:25.1720673Z * [new tag] ciflow/trunk/161354 -> ciflow/trunk/161354 2025-08-26T20:05:25.1720801Z * [new tag] ciflow/trunk/161355 -> ciflow/trunk/161355 2025-08-26T20:05:25.1722087Z * [new tag] ciflow/trunk/161362 -> ciflow/trunk/161362 2025-08-26T20:05:25.1722153Z * [new tag] ciflow/trunk/161363 -> ciflow/trunk/161363 2025-08-26T20:05:25.1722212Z * [new tag] ciflow/trunk/161370 -> ciflow/trunk/161370 2025-08-26T20:05:25.1722270Z * [new tag] ciflow/trunk/161383 -> ciflow/trunk/161383 2025-08-26T20:05:25.1722331Z * [new tag] ciflow/trunk/161385 -> ciflow/trunk/161385 2025-08-26T20:05:25.1722389Z * [new tag] ciflow/trunk/161389 -> ciflow/trunk/161389 2025-08-26T20:05:25.1722519Z * [new tag] ciflow/trunk/161392 -> ciflow/trunk/161392 2025-08-26T20:05:25.1722578Z * [new tag] ciflow/trunk/161395 -> ciflow/trunk/161395 2025-08-26T20:05:25.1722642Z * [new tag] ciflow/trunk/161396 -> ciflow/trunk/161396 2025-08-26T20:05:25.1722701Z * [new tag] ciflow/trunk/161409 -> ciflow/trunk/161409 2025-08-26T20:05:25.1722760Z * [new tag] ciflow/trunk/161410 -> ciflow/trunk/161410 2025-08-26T20:05:25.1722820Z * [new tag] ciflow/trunk/161435 -> ciflow/trunk/161435 2025-08-26T20:05:25.1722879Z * [new tag] ciflow/trunk/161437 -> ciflow/trunk/161437 2025-08-26T20:05:25.1722938Z * [new tag] ciflow/trunk/161451 -> ciflow/trunk/161451 2025-08-26T20:05:25.1722998Z * [new tag] ciflow/trunk/161453 -> ciflow/trunk/161453 2025-08-26T20:05:25.1723059Z * [new tag] ciflow/trunk/161454 -> ciflow/trunk/161454 2025-08-26T20:05:25.1723117Z * [new tag] ciflow/trunk/161489 -> ciflow/trunk/161489 2025-08-26T20:05:25.1723178Z * [new tag] ciflow/trunk/161517 -> ciflow/trunk/161517 2025-08-26T20:05:25.1723240Z * [new tag] ciflow/unstable/123 -> ciflow/unstable/123 2025-08-26T20:05:25.1723308Z * [new tag] ciflow/win-arm64/158104 -> ciflow/win-arm64/158104 2025-08-26T20:05:25.1723376Z * [new tag] ciflow/win-arm64/159562 -> ciflow/win-arm64/159562 2025-08-26T20:05:25.1723441Z * [new tag] ciflow/win-arm64/160258 -> ciflow/win-arm64/160258 2025-08-26T20:05:25.1723505Z * [new tag] ciflow/win-arm64/161504 -> ciflow/win-arm64/161504 2025-08-26T20:05:25.1723567Z * [new tag] ciflow/xpu/143553 -> ciflow/xpu/143553 2025-08-26T20:05:25.1724841Z * [new tag] ciflow/xpu/158733 -> ciflow/xpu/158733 2025-08-26T20:05:25.1724907Z * [new tag] ciflow/xpu/159473 -> ciflow/xpu/159473 2025-08-26T20:05:25.1724966Z * [new tag] ciflow/xpu/159944 -> ciflow/xpu/159944 2025-08-26T20:05:25.1725028Z * [new tag] ciflow/xpu/160067 -> ciflow/xpu/160067 2025-08-26T20:05:25.1725085Z * [new tag] ciflow/xpu/160158 -> ciflow/xpu/160158 2025-08-26T20:05:25.1725144Z * [new tag] ciflow/xpu/160940 -> ciflow/xpu/160940 2025-08-26T20:05:25.1725201Z * [new tag] ciflow/xpu/161041 -> ciflow/xpu/161041 2025-08-26T20:05:25.1725258Z * [new tag] ciflow/xpu/161045 -> ciflow/xpu/161045 2025-08-26T20:05:25.1725316Z * [new tag] ciflow/xpu/161142 -> ciflow/xpu/161142 2025-08-26T20:05:25.1725374Z * [new tag] ciflow/xpu/161152 -> ciflow/xpu/161152 2025-08-26T20:05:25.1725436Z * [new tag] ciflow/xpu/161246 -> ciflow/xpu/161246 2025-08-26T20:05:25.1725493Z * [new tag] ciflow/xpu/161389 -> ciflow/xpu/161389 2025-08-26T20:05:25.1725600Z * [new tag] ciflow/xpu/161392 -> ciflow/xpu/161392 2025-08-26T20:05:25.1725658Z * [new tag] ciflow/xpu/161397 -> ciflow/xpu/161397 2025-08-26T20:05:25.1725716Z * [new tag] ciflow/xpu/161477 -> ciflow/xpu/161477 2025-08-26T20:05:25.1725774Z * [new tag] ciflow/xpu/161489 -> ciflow/xpu/161489 2025-08-26T20:05:25.1725832Z * [new tag] cslpull75 -> cslpull75 2025-08-26T20:05:25.1725887Z * [new tag] cslpull76 -> cslpull76 2025-08-26T20:05:25.1725941Z * [new tag] cslpull77 -> cslpull77 2025-08-26T20:05:25.1725994Z * [new tag] cslpull78 -> cslpull78 2025-08-26T20:05:25.1726095Z * [new tag] cslpull79 -> cslpull79 2025-08-26T20:05:25.1726148Z * [new tag] cslpull80 -> cslpull80 2025-08-26T20:05:25.1726200Z * [new tag] cslpull81 -> cslpull81 2025-08-26T20:05:25.1726253Z * [new tag] cslpull82 -> cslpull82 2025-08-26T20:05:25.1727513Z * [new tag] cslpull83 -> cslpull83 2025-08-26T20:05:25.1727572Z * [new tag] cslpull84 -> cslpull84 2025-08-26T20:05:25.1727625Z * [new tag] cslpull85 -> cslpull85 2025-08-26T20:05:25.1727680Z * [new tag] cslpull86 -> cslpull86 2025-08-26T20:05:25.1727731Z * [new tag] cslpull87 -> cslpull87 2025-08-26T20:05:25.1727783Z * [new tag] cslpull88 -> cslpull88 2025-08-26T20:05:25.1727838Z * [new tag] cslpull89 -> cslpull89 2025-08-26T20:05:25.1727891Z * [new tag] cslpull90 -> cslpull90 2025-08-26T20:05:25.1727943Z * [new tag] cslpull91 -> cslpull91 2025-08-26T20:05:25.1727998Z * [new tag] cslpull92 -> cslpull92 2025-08-26T20:05:25.1728054Z * [new tag] flight_5 -> flight_5 2025-08-26T20:05:25.1728110Z * [new tag] flight_5.1 -> flight_5.1 2025-08-26T20:05:25.1728165Z * [new tag] flight_5.2 -> flight_5.2 2025-08-26T20:05:25.1728218Z * [new tag] flight_5.3 -> flight_5.3 2025-08-26T20:05:25.1728272Z * [new tag] forpull1 -> forpull1 2025-08-26T20:05:25.1728337Z * [new tag] malfet/tag-2ef5611 -> malfet/tag-2ef5611 2025-08-26T20:05:25.1728404Z * [new tag] malfet/tag-317b1a0 -> malfet/tag-317b1a0 2025-08-26T20:05:25.1728465Z * [new tag] malfet/tag-ec6f767 -> malfet/tag-ec6f767 2025-08-26T20:05:25.1728530Z * [new tag] nightly-binary -> nightly-binary 2025-08-26T20:05:25.1728597Z * [new tag] sqzhang_flight4_plus -> sqzhang_flight4_plus 2025-08-26T20:05:25.1728659Z * [new tag] sqzhang_flight_3 -> sqzhang_flight_3 2025-08-26T20:05:25.1728801Z * [new tag] trunk/00efeabc295e072fb9d6e68b008a31fb04201fd1 -> trunk/00efeabc295e072fb9d6e68b008a31fb04201fd1 2025-08-26T20:05:25.1728933Z * [new tag] trunk/037c43d3b24d4db733011cb904c385eaa6e11bcf -> trunk/037c43d3b24d4db733011cb904c385eaa6e11bcf 2025-08-26T20:05:25.1729065Z * [new tag] trunk/0533ff2ccba7e77622ac3c6758f1032bdc10feff -> trunk/0533ff2ccba7e77622ac3c6758f1032bdc10feff 2025-08-26T20:05:25.1729201Z * [new tag] trunk/05e8fac4f374c4dbf0cd0e85e925e9112cf234a2 -> trunk/05e8fac4f374c4dbf0cd0e85e925e9112cf234a2 2025-08-26T20:05:25.1730650Z * [new tag] trunk/089ad1d88bf31ddab769a4f87750b474ed1214c8 -> trunk/089ad1d88bf31ddab769a4f87750b474ed1214c8 2025-08-26T20:05:25.1730852Z * [new tag] trunk/0924304e728b9507a54eced28c812fbd5b13c397 -> trunk/0924304e728b9507a54eced28c812fbd5b13c397 2025-08-26T20:05:25.1730985Z * [new tag] trunk/0a5ab612dd2b9fc5bb2e1281ec7ca8730c5c3c89 -> trunk/0a5ab612dd2b9fc5bb2e1281ec7ca8730c5c3c89 2025-08-26T20:05:25.1731112Z * [new tag] trunk/0d19541284c38212235f78db24e3ac3ae4787e45 -> trunk/0d19541284c38212235f78db24e3ac3ae4787e45 2025-08-26T20:05:25.1731243Z * [new tag] trunk/0d9da384ef76e3ce2e7eaf951252ae9edb922863 -> trunk/0d9da384ef76e3ce2e7eaf951252ae9edb922863 2025-08-26T20:05:25.1731374Z * [new tag] trunk/0dea191ff7b844352dc2cd5e3b5ef5ea13a76756 -> trunk/0dea191ff7b844352dc2cd5e3b5ef5ea13a76756 2025-08-26T20:05:25.1731559Z * [new tag] trunk/0f801a510f5f185543388717241adb7237c3d46a -> trunk/0f801a510f5f185543388717241adb7237c3d46a 2025-08-26T20:05:25.1731690Z * [new tag] trunk/10e67f5ec3834da93fc2022caa7ac69cf97c01f0 -> trunk/10e67f5ec3834da93fc2022caa7ac69cf97c01f0 2025-08-26T20:05:25.1731821Z * [new tag] trunk/1113e7de30da95973c1eac7921601f9a0e94f2db -> trunk/1113e7de30da95973c1eac7921601f9a0e94f2db 2025-08-26T20:05:25.1731949Z * [new tag] trunk/117f11adb4b41a5485b570c4337c22ecc8e00aeb -> trunk/117f11adb4b41a5485b570c4337c22ecc8e00aeb 2025-08-26T20:05:25.1732075Z * [new tag] trunk/1471b20cb3fc502931ef12b1420414e32facd5b0 -> trunk/1471b20cb3fc502931ef12b1420414e32facd5b0 2025-08-26T20:05:25.1732203Z * [new tag] trunk/16e811e0b5073c7b42fe76f650ca2b79e339e053 -> trunk/16e811e0b5073c7b42fe76f650ca2b79e339e053 2025-08-26T20:05:25.1732332Z * [new tag] trunk/17b0263e86aec8aed068bb8b6744b129233e8084 -> trunk/17b0263e86aec8aed068bb8b6744b129233e8084 2025-08-26T20:05:25.1732456Z * [new tag] trunk/18271148d32da3d48897e9e7515de45066fce5bc -> trunk/18271148d32da3d48897e9e7515de45066fce5bc 2025-08-26T20:05:25.1732585Z * [new tag] trunk/19c70c2f3dc345a6555318f5f8b46cd55c42d0b4 -> trunk/19c70c2f3dc345a6555318f5f8b46cd55c42d0b4 2025-08-26T20:05:25.1732715Z * [new tag] trunk/1a566c4909ccf16ace1fbf1f65d90c995b362712 -> trunk/1a566c4909ccf16ace1fbf1f65d90c995b362712 2025-08-26T20:05:25.1732844Z * [new tag] trunk/1d458e294755ff2bfa314c67ddc5cb1dacc2aee8 -> trunk/1d458e294755ff2bfa314c67ddc5cb1dacc2aee8 2025-08-26T20:05:25.1732969Z * [new tag] trunk/1d46aa736fc8870dc88015c729a8c64470fa985c -> trunk/1d46aa736fc8870dc88015c729a8c64470fa985c 2025-08-26T20:05:25.1733098Z * [new tag] trunk/1de4540449ad6b9df8f452ab72da30ce8908af60 -> trunk/1de4540449ad6b9df8f452ab72da30ce8908af60 2025-08-26T20:05:25.1733224Z * [new tag] trunk/1e3fe78a104776cd708f150116348540346dae25 -> trunk/1e3fe78a104776cd708f150116348540346dae25 2025-08-26T20:05:25.1733355Z * [new tag] trunk/1ea918caf990c84bcb4e4ee5eee90f1102815b0a -> trunk/1ea918caf990c84bcb4e4ee5eee90f1102815b0a 2025-08-26T20:05:25.1733487Z * [new tag] trunk/1eccfb157ab9855b3f81872a23502fb15f455e0a -> trunk/1eccfb157ab9855b3f81872a23502fb15f455e0a 2025-08-26T20:05:25.1733616Z * [new tag] trunk/1fbe230b0d82251c6de8b5ae86c4da456b1db05c -> trunk/1fbe230b0d82251c6de8b5ae86c4da456b1db05c 2025-08-26T20:05:25.1734992Z * [new tag] trunk/209143ddeb99b0b075d16525088cee4893be7492 -> trunk/209143ddeb99b0b075d16525088cee4893be7492 2025-08-26T20:05:25.1735134Z * [new tag] trunk/22df59efc0a845b3ff37019029efd07c5a25c456 -> trunk/22df59efc0a845b3ff37019029efd07c5a25c456 2025-08-26T20:05:25.1735260Z * [new tag] trunk/23b033452fb1d4b404216279bbf5b6d06d8570c3 -> trunk/23b033452fb1d4b404216279bbf5b6d06d8570c3 2025-08-26T20:05:25.1735393Z * [new tag] trunk/24e7f3c21c9452c81d72bbd4b0c6b1f96f33536a -> trunk/24e7f3c21c9452c81d72bbd4b0c6b1f96f33536a 2025-08-26T20:05:25.1735573Z * [new tag] trunk/25df65afd8b5e2fffbcaf2b7ed63ef7a1e37ecb9 -> trunk/25df65afd8b5e2fffbcaf2b7ed63ef7a1e37ecb9 2025-08-26T20:05:25.1735698Z * [new tag] trunk/262640fd220236042fbf4443cc163c8838c84c3d -> trunk/262640fd220236042fbf4443cc163c8838c84c3d 2025-08-26T20:05:25.1735825Z * [new tag] trunk/266784ec6ae82f823abe406582e7a91f2ebb564a -> trunk/266784ec6ae82f823abe406582e7a91f2ebb564a 2025-08-26T20:05:25.1735956Z * [new tag] trunk/2835cc5e91eda8cbc4ac59de2ca990fa17107409 -> trunk/2835cc5e91eda8cbc4ac59de2ca990fa17107409 2025-08-26T20:05:25.1736081Z * [new tag] trunk/284b7190054686e68d9cc683b6ce43e45dd22338 -> trunk/284b7190054686e68d9cc683b6ce43e45dd22338 2025-08-26T20:05:25.1736207Z * [new tag] trunk/29afde20203ee6773641b4e3552942a37315316f -> trunk/29afde20203ee6773641b4e3552942a37315316f 2025-08-26T20:05:25.1736373Z * [new tag] trunk/2a7a7ad7116d930fde86cda02f668e624d26ec3e -> trunk/2a7a7ad7116d930fde86cda02f668e624d26ec3e 2025-08-26T20:05:25.1736502Z * [new tag] trunk/2b62ef74208792c7c4bf923f872e54b5f384efc8 -> trunk/2b62ef74208792c7c4bf923f872e54b5f384efc8 2025-08-26T20:05:25.1736630Z * [new tag] trunk/2beffb3311a41589021c121dac543994a7cbdff2 -> trunk/2beffb3311a41589021c121dac543994a7cbdff2 2025-08-26T20:05:25.1736761Z * [new tag] trunk/2c0650a00a0a0dd2bbf25ed22780fdd881bcda54 -> trunk/2c0650a00a0a0dd2bbf25ed22780fdd881bcda54 2025-08-26T20:05:25.1736891Z * [new tag] trunk/2cf69fe0e1bdb1413fe9e802c4b84d8958708421 -> trunk/2cf69fe0e1bdb1413fe9e802c4b84d8958708421 2025-08-26T20:05:25.1737023Z * [new tag] trunk/2cf7ac2fb7ab4067e17cc5ca71034b1c61a4fb10 -> trunk/2cf7ac2fb7ab4067e17cc5ca71034b1c61a4fb10 2025-08-26T20:05:25.1737153Z * [new tag] trunk/2f0cba934de7094a66c6ce68f5e937254f23142a -> trunk/2f0cba934de7094a66c6ce68f5e937254f23142a 2025-08-26T20:05:25.1737284Z * [new tag] trunk/2f0de0ff9361ca4f2b1e6f9edbc600b5fb6abcd6 -> trunk/2f0de0ff9361ca4f2b1e6f9edbc600b5fb6abcd6 2025-08-26T20:05:25.1737415Z * [new tag] trunk/2f50ae7d2022cb096c4156f5a207c291e36ddecf -> trunk/2f50ae7d2022cb096c4156f5a207c291e36ddecf 2025-08-26T20:05:25.1737545Z * [new tag] trunk/2fdd4f918cdc5fc8070e4c9c0d87b9045d316c06 -> trunk/2fdd4f918cdc5fc8070e4c9c0d87b9045d316c06 2025-08-26T20:05:25.1737673Z * [new tag] trunk/30384abcb1d181e774c0ac21b580aa34336a96c6 -> trunk/30384abcb1d181e774c0ac21b580aa34336a96c6 2025-08-26T20:05:25.1737806Z * [new tag] trunk/31a41daff49f2cde941d8b9e35cb2eaeeb606c0d -> trunk/31a41daff49f2cde941d8b9e35cb2eaeeb606c0d 2025-08-26T20:05:25.1737931Z * [new tag] trunk/332fa5b388521c05a19217649745c6edfdc2836d -> trunk/332fa5b388521c05a19217649745c6edfdc2836d 2025-08-26T20:05:25.1738055Z * [new tag] trunk/33346b58148c55592994a43385c321ae8c8808f2 -> trunk/33346b58148c55592994a43385c321ae8c8808f2 2025-08-26T20:05:25.1739415Z * [new tag] trunk/3373b074f5ea5277974fa6e945544fdfb16bb446 -> trunk/3373b074f5ea5277974fa6e945544fdfb16bb446 2025-08-26T20:05:25.1739545Z * [new tag] trunk/33c3794533844236a6e30ba377e0a6802b279fc8 -> trunk/33c3794533844236a6e30ba377e0a6802b279fc8 2025-08-26T20:05:25.1739758Z * [new tag] trunk/35e4d97e047bff8b38fee1dcf6ef6503f0fc9208 -> trunk/35e4d97e047bff8b38fee1dcf6ef6503f0fc9208 2025-08-26T20:05:25.1739884Z * [new tag] trunk/36ac916929ca67b533cc45932970297e9824324e -> trunk/36ac916929ca67b533cc45932970297e9824324e 2025-08-26T20:05:25.1740013Z * [new tag] trunk/371909cfd10e0da1bab1e12fb54a2403c37c5f76 -> trunk/371909cfd10e0da1bab1e12fb54a2403c37c5f76 2025-08-26T20:05:25.1740142Z * [new tag] trunk/373e25c2eb9f882356a9c7a2f18020935ff1d78b -> trunk/373e25c2eb9f882356a9c7a2f18020935ff1d78b 2025-08-26T20:05:25.1740269Z * [new tag] trunk/37a34022b59a6ff2757e5cec0fdc72278418f339 -> trunk/37a34022b59a6ff2757e5cec0fdc72278418f339 2025-08-26T20:05:25.1740464Z * [new tag] trunk/38a492d40d7ebb2856cb120df337c6cdac244528 -> trunk/38a492d40d7ebb2856cb120df337c6cdac244528 2025-08-26T20:05:25.1740592Z * [new tag] trunk/394728bab2de21e8002fc6a47aa4d3acb2d7a728 -> trunk/394728bab2de21e8002fc6a47aa4d3acb2d7a728 2025-08-26T20:05:25.1740720Z * [new tag] trunk/39862acb2e320783245d2a03acfd1b14cae28038 -> trunk/39862acb2e320783245d2a03acfd1b14cae28038 2025-08-26T20:05:25.1740847Z * [new tag] trunk/3a4140bf8e783db3f0094d2a2ce1d8534066432f -> trunk/3a4140bf8e783db3f0094d2a2ce1d8534066432f 2025-08-26T20:05:25.1740976Z * [new tag] trunk/3caddd4daa5b1a167663c07219e065e86247ad76 -> trunk/3caddd4daa5b1a167663c07219e065e86247ad76 2025-08-26T20:05:25.1741195Z * [new tag] trunk/3dacaf0e1eb3286e70bf8d572000ecebf2c1f4c9 -> trunk/3dacaf0e1eb3286e70bf8d572000ecebf2c1f4c9 2025-08-26T20:05:25.1741326Z * [new tag] trunk/3e210f90c2cbd5817aa23d430da10cad200a3ffa -> trunk/3e210f90c2cbd5817aa23d430da10cad200a3ffa 2025-08-26T20:05:25.1741453Z * [new tag] trunk/3e3e83418d0f6b1495f79380f3a3dbc8b2d23062 -> trunk/3e3e83418d0f6b1495f79380f3a3dbc8b2d23062 2025-08-26T20:05:25.1741579Z * [new tag] trunk/3e5b021f217a42ae55dc690083f67a28126808ed -> trunk/3e5b021f217a42ae55dc690083f67a28126808ed 2025-08-26T20:05:25.1741705Z * [new tag] trunk/3ea6cc8c2d443d6104159d50e8328c144f6caa39 -> trunk/3ea6cc8c2d443d6104159d50e8328c144f6caa39 2025-08-26T20:05:25.1741834Z * [new tag] trunk/3f1a97a99cad4cc682b20b43c1178ed9e1b81f24 -> trunk/3f1a97a99cad4cc682b20b43c1178ed9e1b81f24 2025-08-26T20:05:25.1741965Z * [new tag] trunk/3f5a8e2003f2234ca8be19fdc307ba7b995f9be3 -> trunk/3f5a8e2003f2234ca8be19fdc307ba7b995f9be3 2025-08-26T20:05:25.1742094Z * [new tag] trunk/40c0e700a488191cd8f541b30d8e3b9f2c0bc759 -> trunk/40c0e700a488191cd8f541b30d8e3b9f2c0bc759 2025-08-26T20:05:25.1742220Z * [new tag] trunk/419a2dbf5f69cee52382090200b532a81da92c69 -> trunk/419a2dbf5f69cee52382090200b532a81da92c69 2025-08-26T20:05:25.1742346Z * [new tag] trunk/431846a6323c6f1d02da49e311ac694324f386f4 -> trunk/431846a6323c6f1d02da49e311ac694324f386f4 2025-08-26T20:05:25.1742470Z * [new tag] trunk/44549c7146bd6c4166f97e856037babe1b7f4f49 -> trunk/44549c7146bd6c4166f97e856037babe1b7f4f49 2025-08-26T20:05:25.1742597Z * [new tag] trunk/447d34b5f80fb7350f79decd855cb599cab39083 -> trunk/447d34b5f80fb7350f79decd855cb599cab39083 2025-08-26T20:05:25.1743961Z * [new tag] trunk/46429be72323c1807a785234164bd91011f68d08 -> trunk/46429be72323c1807a785234164bd91011f68d08 2025-08-26T20:05:25.1744104Z * [new tag] trunk/4651aaac47ff855e08a74e2fdbfa605bc53afba8 -> trunk/4651aaac47ff855e08a74e2fdbfa605bc53afba8 2025-08-26T20:05:25.1744237Z * [new tag] trunk/46576f5a164fcf95ec7fceaa13516bcb1ca4f6ab -> trunk/46576f5a164fcf95ec7fceaa13516bcb1ca4f6ab 2025-08-26T20:05:25.1744367Z * [new tag] trunk/47d267364cad407b5612bf4a5faa160d2f4a7121 -> trunk/47d267364cad407b5612bf4a5faa160d2f4a7121 2025-08-26T20:05:25.1744497Z * [new tag] trunk/49ff884b1edc3b872eeb2387ec60ef230cae7f24 -> trunk/49ff884b1edc3b872eeb2387ec60ef230cae7f24 2025-08-26T20:05:25.1744629Z * [new tag] trunk/4a1aca11c20cfa29a1513b9f289d75bfe32d05d4 -> trunk/4a1aca11c20cfa29a1513b9f289d75bfe32d05d4 2025-08-26T20:05:25.1744758Z * [new tag] trunk/4acdbb8311f760513556e2e4fdd7bfd88c225e52 -> trunk/4acdbb8311f760513556e2e4fdd7bfd88c225e52 2025-08-26T20:05:25.1744882Z * [new tag] trunk/4c36c8a99463c898190a462300ba7f05b5b3384e -> trunk/4c36c8a99463c898190a462300ba7f05b5b3384e 2025-08-26T20:05:25.1745008Z * [new tag] trunk/4e19c1906a830714c1d9d71361357ce616a034d6 -> trunk/4e19c1906a830714c1d9d71361357ce616a034d6 2025-08-26T20:05:25.1745187Z * [new tag] trunk/4ed3184dee1bf4f775839bfd1448a7a34fe5a898 -> trunk/4ed3184dee1bf4f775839bfd1448a7a34fe5a898 2025-08-26T20:05:25.1745314Z * [new tag] trunk/50cfe76231768ee2c784f68a1eba03369f386019 -> trunk/50cfe76231768ee2c784f68a1eba03369f386019 2025-08-26T20:05:25.1745444Z * [new tag] trunk/510825e5fed8b56eb5e9352c12f0df1feeadb810 -> trunk/510825e5fed8b56eb5e9352c12f0df1feeadb810 2025-08-26T20:05:25.1745573Z * [new tag] trunk/512fc768e94c937df350911aaa4ebce757d1f9df -> trunk/512fc768e94c937df350911aaa4ebce757d1f9df 2025-08-26T20:05:25.1745702Z * [new tag] trunk/517d38d3406abbba35d0694bff259a698cad3ec9 -> trunk/517d38d3406abbba35d0694bff259a698cad3ec9 2025-08-26T20:05:25.1745872Z * [new tag] trunk/5255e65c01bf48bbcd916ecf16ed81cf28d3c6e2 -> trunk/5255e65c01bf48bbcd916ecf16ed81cf28d3c6e2 2025-08-26T20:05:25.1746000Z * [new tag] trunk/543896fcf3312f2053018edf9ee74c0fbb1d28ed -> trunk/543896fcf3312f2053018edf9ee74c0fbb1d28ed 2025-08-26T20:05:25.1746128Z * [new tag] trunk/54c2b66592d168e4a7525f7a58f8ca020517a9cb -> trunk/54c2b66592d168e4a7525f7a58f8ca020517a9cb 2025-08-26T20:05:25.1746255Z * [new tag] trunk/54cc63b467f24242cf0d6538d3e1df39e553daf1 -> trunk/54cc63b467f24242cf0d6538d3e1df39e553daf1 2025-08-26T20:05:25.1746386Z * [new tag] trunk/56ebed627a23eea36190e1ced5024a18ffcedbd7 -> trunk/56ebed627a23eea36190e1ced5024a18ffcedbd7 2025-08-26T20:05:25.1746510Z * [new tag] trunk/576a0e64ed2470abd2c430205d1984a11951ce05 -> trunk/576a0e64ed2470abd2c430205d1984a11951ce05 2025-08-26T20:05:25.1746635Z * [new tag] trunk/5805c4210b477f0a7315d6038078dc4a8be1c8fa -> trunk/5805c4210b477f0a7315d6038078dc4a8be1c8fa 2025-08-26T20:05:25.1746761Z * [new tag] trunk/58f9a3dd6391397e439c5f5075837e8f983735aa -> trunk/58f9a3dd6391397e439c5f5075837e8f983735aa 2025-08-26T20:05:25.1746890Z * [new tag] trunk/595987d28d4c8aee68de83734af919c7710ad58b -> trunk/595987d28d4c8aee68de83734af919c7710ad58b 2025-08-26T20:05:25.1747020Z * [new tag] trunk/599f639ddb8bb45abb2dc305542f38288427183d -> trunk/599f639ddb8bb45abb2dc305542f38288427183d 2025-08-26T20:05:25.1748364Z * [new tag] trunk/5afa4187dfe1e99278f8e372ec09102d5b937572 -> trunk/5afa4187dfe1e99278f8e372ec09102d5b937572 2025-08-26T20:05:25.1748498Z * [new tag] trunk/5d9653d90ee003173dd03f93e09fed236500ef06 -> trunk/5d9653d90ee003173dd03f93e09fed236500ef06 2025-08-26T20:05:25.1748630Z * [new tag] trunk/5dad5b4f57ade4001c0f421dbdad2e418304870e -> trunk/5dad5b4f57ade4001c0f421dbdad2e418304870e 2025-08-26T20:05:25.1748756Z * [new tag] trunk/5ee464db5c4293ac09521f9069fa7d2106680a7f -> trunk/5ee464db5c4293ac09521f9069fa7d2106680a7f 2025-08-26T20:05:25.1748933Z * [new tag] trunk/6096d277c543f5dd40351431ef9a8d556134c74d -> trunk/6096d277c543f5dd40351431ef9a8d556134c74d 2025-08-26T20:05:25.1749061Z * [new tag] trunk/62db8ec39116544ae247f876b3e06753178db49b -> trunk/62db8ec39116544ae247f876b3e06753178db49b 2025-08-26T20:05:25.1749189Z * [new tag] trunk/639b8cc51ddebf10361f3840a6b0a244eb6092a1 -> trunk/639b8cc51ddebf10361f3840a6b0a244eb6092a1 2025-08-26T20:05:25.1749317Z * [new tag] trunk/6443ea337df843681bc558d99efa84a3e5559b7f -> trunk/6443ea337df843681bc558d99efa84a3e5559b7f 2025-08-26T20:05:25.1749442Z * [new tag] trunk/6598f00c18dfcc4fc50427305b6b5724e617246f -> trunk/6598f00c18dfcc4fc50427305b6b5724e617246f 2025-08-26T20:05:25.1749573Z * [new tag] trunk/65d21dae18a34e8bd1b2f0e5aec7144b9dd33611 -> trunk/65d21dae18a34e8bd1b2f0e5aec7144b9dd33611 2025-08-26T20:05:25.1749782Z * [new tag] trunk/660b5656a436dcccb0275ea5421d3eb4f1157b43 -> trunk/660b5656a436dcccb0275ea5421d3eb4f1157b43 2025-08-26T20:05:25.1749911Z * [new tag] trunk/66166cf1e7696bf25f6f7bb815a93df367db48dc -> trunk/66166cf1e7696bf25f6f7bb815a93df367db48dc 2025-08-26T20:05:25.1750112Z * [new tag] trunk/667245dc60242a35ae0a6b0072628eb8e15a6d03 -> trunk/667245dc60242a35ae0a6b0072628eb8e15a6d03 2025-08-26T20:05:25.1750238Z * [new tag] trunk/67b98da1b262317f9c0375d64a4b467c82712548 -> trunk/67b98da1b262317f9c0375d64a4b467c82712548 2025-08-26T20:05:25.1750367Z * [new tag] trunk/67d31f6b281d3b15b205756fc7ebc450cdde1dab -> trunk/67d31f6b281d3b15b205756fc7ebc450cdde1dab 2025-08-26T20:05:25.1750496Z * [new tag] trunk/67fc16c7447f4fc04e7d28bfe201a4a0c78f3ea4 -> trunk/67fc16c7447f4fc04e7d28bfe201a4a0c78f3ea4 2025-08-26T20:05:25.1750625Z * [new tag] trunk/6aef9f3a6906c011a57541c1de7a246222bc9ac9 -> trunk/6aef9f3a6906c011a57541c1de7a246222bc9ac9 2025-08-26T20:05:25.1750819Z * [new tag] trunk/6ea4be1e2eca952ea66090182bd2eede89799a45 -> trunk/6ea4be1e2eca952ea66090182bd2eede89799a45 2025-08-26T20:05:25.1750948Z * [new tag] trunk/7006fd0c8874cb0228d3f2bfd83a989bde4b7021 -> trunk/7006fd0c8874cb0228d3f2bfd83a989bde4b7021 2025-08-26T20:05:25.1751076Z * [new tag] trunk/710514a2a51facaba445d2c188541d778f9fdb59 -> trunk/710514a2a51facaba445d2c188541d778f9fdb59 2025-08-26T20:05:25.1751204Z * [new tag] trunk/7131bfab89c46ffe31b61ea4937a8727e9cf33c1 -> trunk/7131bfab89c46ffe31b61ea4937a8727e9cf33c1 2025-08-26T20:05:25.1751336Z * [new tag] trunk/726dce3c944cbda16e54d3b15cdb4b6ced05af72 -> trunk/726dce3c944cbda16e54d3b15cdb4b6ced05af72 2025-08-26T20:05:25.1751460Z * [new tag] trunk/72e4786d1635681b8d053d0168c7d16b980e5124 -> trunk/72e4786d1635681b8d053d0168c7d16b980e5124 2025-08-26T20:05:25.1751583Z * [new tag] trunk/7376111d59f3170c2814d565c09d09435189692a -> trunk/7376111d59f3170c2814d565c09d09435189692a 2025-08-26T20:05:25.1752970Z * [new tag] trunk/74124d1b46774f2a73aa1aadc2b0874cb523b1c1 -> trunk/74124d1b46774f2a73aa1aadc2b0874cb523b1c1 2025-08-26T20:05:25.1753103Z * [new tag] trunk/74280d091321343b47a2975e17584b973d7c22c4 -> trunk/74280d091321343b47a2975e17584b973d7c22c4 2025-08-26T20:05:25.1753230Z * [new tag] trunk/74c4c758afa8c28162f00a456c185552e1159fd3 -> trunk/74c4c758afa8c28162f00a456c185552e1159fd3 2025-08-26T20:05:25.1753351Z * [new tag] trunk/763053dc536341997641e920d8887b3010901b3b -> trunk/763053dc536341997641e920d8887b3010901b3b 2025-08-26T20:05:25.1753477Z * [new tag] trunk/774b4befa18741b3115802cae71000168a40c384 -> trunk/774b4befa18741b3115802cae71000168a40c384 2025-08-26T20:05:25.1753607Z * [new tag] trunk/77bc959fe122bfd131e339ca36cab445a1860806 -> trunk/77bc959fe122bfd131e339ca36cab445a1860806 2025-08-26T20:05:25.1753735Z * [new tag] trunk/78a8e6a671c5631bc0e89b0e674790a424540547 -> trunk/78a8e6a671c5631bc0e89b0e674790a424540547 2025-08-26T20:05:25.1753867Z * [new tag] trunk/7e4bfa74eafab994b01f8b5501d4d061cbf64808 -> trunk/7e4bfa74eafab994b01f8b5501d4d061cbf64808 2025-08-26T20:05:25.1753996Z * [new tag] trunk/7e6ce41555d595e3fa0d91059491f21cee3eb5ea -> trunk/7e6ce41555d595e3fa0d91059491f21cee3eb5ea 2025-08-26T20:05:25.1754120Z * [new tag] trunk/7f201baf414301b3312576893b7f6f2698acd9ba -> trunk/7f201baf414301b3312576893b7f6f2698acd9ba 2025-08-26T20:05:25.1754254Z * [new tag] trunk/7fcdd8d6afeda6a4c8630816e12bf7cca44b8f8a -> trunk/7fcdd8d6afeda6a4c8630816e12bf7cca44b8f8a 2025-08-26T20:05:25.1754375Z * [new tag] trunk/801851086d09506d081800108c9e214edb3f5b7d -> trunk/801851086d09506d081800108c9e214edb3f5b7d 2025-08-26T20:05:25.1754503Z * [new tag] trunk/8047cde0f3a27f3afa218792b8464d5e0c9d942f -> trunk/8047cde0f3a27f3afa218792b8464d5e0c9d942f 2025-08-26T20:05:25.1754633Z * [new tag] trunk/80df27a612be3433516d7e6dfc8d8be058425d3e -> trunk/80df27a612be3433516d7e6dfc8d8be058425d3e 2025-08-26T20:05:25.1754804Z * [new tag] trunk/818ba434c7de4cd604184b2857d544e0ad95735f -> trunk/818ba434c7de4cd604184b2857d544e0ad95735f 2025-08-26T20:05:25.1754930Z * [new tag] trunk/83283ce7f5a7847b4e561e22be9b0f4530b05527 -> trunk/83283ce7f5a7847b4e561e22be9b0f4530b05527 2025-08-26T20:05:25.1755059Z * [new tag] trunk/85adf80cf15538a7e010fa235036fe8e06f8bede -> trunk/85adf80cf15538a7e010fa235036fe8e06f8bede 2025-08-26T20:05:25.1755191Z * [new tag] trunk/8aad3a60ce16a4acab17a8e46e5df339db2ff740 -> trunk/8aad3a60ce16a4acab17a8e46e5df339db2ff740 2025-08-26T20:05:25.1755315Z * [new tag] trunk/8c442e4fd3310e15f57770944f883ac1d73e77e2 -> trunk/8c442e4fd3310e15f57770944f883ac1d73e77e2 2025-08-26T20:05:25.1755481Z * [new tag] trunk/8c506e6310b9b5295151fb725be479d0f80ce5e8 -> trunk/8c506e6310b9b5295151fb725be479d0f80ce5e8 2025-08-26T20:05:25.1755612Z * [new tag] trunk/8cfc119491f533c4edded4263a78eb0af782a2d5 -> trunk/8cfc119491f533c4edded4263a78eb0af782a2d5 2025-08-26T20:05:25.1755747Z * [new tag] trunk/8dbe7f99bd707ee28ae12ecb9cab54e1785bf13e -> trunk/8dbe7f99bd707ee28ae12ecb9cab54e1785bf13e 2025-08-26T20:05:25.1755875Z * [new tag] trunk/8e1770905565cd67d6c3a91c7afa462f4ef6e6aa -> trunk/8e1770905565cd67d6c3a91c7afa462f4ef6e6aa 2025-08-26T20:05:25.1756006Z * [new tag] trunk/8f31aa97a3e1e17bed29b6cedf9884f0c6b145e9 -> trunk/8f31aa97a3e1e17bed29b6cedf9884f0c6b145e9 2025-08-26T20:05:25.1757368Z * [new tag] trunk/8f766d68397736053883aa281cae0eb46bb233bb -> trunk/8f766d68397736053883aa281cae0eb46bb233bb 2025-08-26T20:05:25.1757503Z * [new tag] trunk/908b0ccb1f70ed2cfa830484e05ee32af13b1836 -> trunk/908b0ccb1f70ed2cfa830484e05ee32af13b1836 2025-08-26T20:05:25.1757639Z * [new tag] trunk/90ea9ccefe3e2d9a9e4840016d1af10c1814d48b -> trunk/90ea9ccefe3e2d9a9e4840016d1af10c1814d48b 2025-08-26T20:05:25.1757769Z * [new tag] trunk/9225c6199412f8a2ee99b7c29f533fb98b9ff62e -> trunk/9225c6199412f8a2ee99b7c29f533fb98b9ff62e 2025-08-26T20:05:25.1757895Z * [new tag] trunk/923bc46122d173a7964c646311a3bea3cd8dd561 -> trunk/923bc46122d173a7964c646311a3bea3cd8dd561 2025-08-26T20:05:25.1758017Z * [new tag] trunk/92ab18482459a63e97f1374e27e8411964da9762 -> trunk/92ab18482459a63e97f1374e27e8411964da9762 2025-08-26T20:05:25.1758142Z * [new tag] trunk/94b9569c4a86e12b944ca66e3125357a14d0eb9e -> trunk/94b9569c4a86e12b944ca66e3125357a14d0eb9e 2025-08-26T20:05:25.1758270Z * [new tag] trunk/957b170d8efe2a51147e0cdb7515acc345ba81da -> trunk/957b170d8efe2a51147e0cdb7515acc345ba81da 2025-08-26T20:05:25.1758399Z * [new tag] trunk/958f9ca88e9a1580de7c94a5a2ca8a750b1335ae -> trunk/958f9ca88e9a1580de7c94a5a2ca8a750b1335ae 2025-08-26T20:05:25.1758522Z * [new tag] trunk/96682103026b5ea27f19e6db9303e17572095b0e -> trunk/96682103026b5ea27f19e6db9303e17572095b0e 2025-08-26T20:05:25.1758648Z * [new tag] trunk/97200c971110d54030feaad999698c7341f8acc7 -> trunk/97200c971110d54030feaad999698c7341f8acc7 2025-08-26T20:05:25.1758774Z * [new tag] trunk/981ac533c6e69a77538aaa7a9747c3d840dfa8be -> trunk/981ac533c6e69a77538aaa7a9747c3d840dfa8be 2025-08-26T20:05:25.1758899Z * [new tag] trunk/995397d47a0e27394ee1010f158e181eb304100a -> trunk/995397d47a0e27394ee1010f158e181eb304100a 2025-08-26T20:05:25.1759022Z * [new tag] trunk/9a41570199155eee92ebd28452a556075e34e1b4 -> trunk/9a41570199155eee92ebd28452a556075e34e1b4 2025-08-26T20:05:25.1759153Z * [new tag] trunk/9b3ebd25acfd2ff4e9b7428079ba364d6f8a14da -> trunk/9b3ebd25acfd2ff4e9b7428079ba364d6f8a14da 2025-08-26T20:05:25.1759291Z * [new tag] trunk/9b4adc4db7494dbc4dbbac5dd85ccbf5babaef44 -> trunk/9b4adc4db7494dbc4dbbac5dd85ccbf5babaef44 2025-08-26T20:05:25.1759419Z * [new tag] trunk/9d18bf01b1661d227f6af41ac07a1e9ef20a9e1a -> trunk/9d18bf01b1661d227f6af41ac07a1e9ef20a9e1a 2025-08-26T20:05:25.1759600Z * [new tag] trunk/9d7cecdd6c44c5421d341bcc359be4097ea9a2f5 -> trunk/9d7cecdd6c44c5421d341bcc359be4097ea9a2f5 2025-08-26T20:05:25.1759806Z * [new tag] trunk/9d882fd9ffc6ad2a292fee548740aabfea745002 -> trunk/9d882fd9ffc6ad2a292fee548740aabfea745002 2025-08-26T20:05:25.1759933Z * [new tag] trunk/9d9cc9897ac44a1a8df38211b03d8342a8af48c3 -> trunk/9d9cc9897ac44a1a8df38211b03d8342a8af48c3 2025-08-26T20:05:25.1760059Z * [new tag] trunk/9e1c9541344b2aa1c946edb779d275072f3b8f4a -> trunk/9e1c9541344b2aa1c946edb779d275072f3b8f4a 2025-08-26T20:05:25.1760187Z * [new tag] trunk/9e491f753ee521a70e6a7e7dbb36f96c9350f5ea -> trunk/9e491f753ee521a70e6a7e7dbb36f96c9350f5ea 2025-08-26T20:05:25.1760388Z * [new tag] trunk/a03cc53e6f6e2fe67316cb8c74c25f5b953f445b -> trunk/a03cc53e6f6e2fe67316cb8c74c25f5b953f445b 2025-08-26T20:05:25.1761745Z * [new tag] trunk/a154c2093c0f2646346f032e1f30012779b3c51d -> trunk/a154c2093c0f2646346f032e1f30012779b3c51d 2025-08-26T20:05:25.1761885Z * [new tag] trunk/a391fa1c42dd32e32a2e5b1cb196bac56daaca88 -> trunk/a391fa1c42dd32e32a2e5b1cb196bac56daaca88 2025-08-26T20:05:25.1762019Z * [new tag] trunk/a3a82e3da85a53afc4bbf3d75bd3d3dcc2e06645 -> trunk/a3a82e3da85a53afc4bbf3d75bd3d3dcc2e06645 2025-08-26T20:05:25.1762149Z * [new tag] trunk/a3fe1ced409d186628ff2975f05ba529a86fae84 -> trunk/a3fe1ced409d186628ff2975f05ba529a86fae84 2025-08-26T20:05:25.1762276Z * [new tag] trunk/a43480d19cdd68e544163b1a07c328a9c54723b8 -> trunk/a43480d19cdd68e544163b1a07c328a9c54723b8 2025-08-26T20:05:25.1762406Z * [new tag] trunk/a445b41e4f11daa82a53a21ec413c15d5079ae77 -> trunk/a445b41e4f11daa82a53a21ec413c15d5079ae77 2025-08-26T20:05:25.1762534Z * [new tag] trunk/a44a0d3671b4ccf2fe915896a8a5204fe79b1e7b -> trunk/a44a0d3671b4ccf2fe915896a8a5204fe79b1e7b 2025-08-26T20:05:25.1762665Z * [new tag] trunk/a6401cb5aa51622045c3f9a03b2cebef236e4182 -> trunk/a6401cb5aa51622045c3f9a03b2cebef236e4182 2025-08-26T20:05:25.1762789Z * [new tag] trunk/a68f63e33161b4665e0f4c399bf8072135a35a57 -> trunk/a68f63e33161b4665e0f4c399bf8072135a35a57 2025-08-26T20:05:25.1762918Z * [new tag] trunk/a72803f1e3c69c780b7d7bcdd9b35360fd98148b -> trunk/a72803f1e3c69c780b7d7bcdd9b35360fd98148b 2025-08-26T20:05:25.1763046Z * [new tag] trunk/a7b5955ea8851d73e35f50a0de5bb0626bae24cb -> trunk/a7b5955ea8851d73e35f50a0de5bb0626bae24cb 2025-08-26T20:05:25.1763171Z * [new tag] trunk/a818fa77e3a72271f144514ef349c5a666313205 -> trunk/a818fa77e3a72271f144514ef349c5a666313205 2025-08-26T20:05:25.1763298Z * [new tag] trunk/a825557ed53507e85ac613862311a81eb88710a4 -> trunk/a825557ed53507e85ac613862311a81eb88710a4 2025-08-26T20:05:25.1763427Z * [new tag] trunk/a85711d565f37b0095af9f7dafa77f392c9aa31e -> trunk/a85711d565f37b0095af9f7dafa77f392c9aa31e 2025-08-26T20:05:25.1763557Z * [new tag] trunk/a941d7ffe54b5f256c1fbd3959ddbf608b7eea88 -> trunk/a941d7ffe54b5f256c1fbd3959ddbf608b7eea88 2025-08-26T20:05:25.1763688Z * [new tag] trunk/a9fabeb012a4b804836a2b8d4b3742b92c9a6b58 -> trunk/a9fabeb012a4b804836a2b8d4b3742b92c9a6b58 2025-08-26T20:05:25.1763821Z * [new tag] trunk/ab7787fb82dd777b2f777ef58bc20dbb7bd8289b -> trunk/ab7787fb82dd777b2f777ef58bc20dbb7bd8289b 2025-08-26T20:05:25.1763952Z * [new tag] trunk/ab8d60f4c86ca19ed00d6e79ae8e6939266f28e6 -> trunk/ab8d60f4c86ca19ed00d6e79ae8e6939266f28e6 2025-08-26T20:05:25.1764084Z * [new tag] trunk/ac8d9418aee4543fa193c86ae0bc3e63707bcd3b -> trunk/ac8d9418aee4543fa193c86ae0bc3e63707bcd3b 2025-08-26T20:05:25.1764214Z * [new tag] trunk/acb00d3ccf5f2d566225f07ed66bd579d5d3e44e -> trunk/acb00d3ccf5f2d566225f07ed66bd579d5d3e44e 2025-08-26T20:05:25.1764411Z * [new tag] trunk/adecb0c9e89e0dfe18d944d292c98c97b686fc83 -> trunk/adecb0c9e89e0dfe18d944d292c98c97b686fc83 2025-08-26T20:05:25.1764543Z * [new tag] trunk/ae8d319fd4a0b0fa7b1372aa07690a36ce823abc -> trunk/ae8d319fd4a0b0fa7b1372aa07690a36ce823abc 2025-08-26T20:05:25.1764670Z * [new tag] trunk/af3265d20f763e5366bfa37e3d4a6307036d0c18 -> trunk/af3265d20f763e5366bfa37e3d4a6307036d0c18 2025-08-26T20:05:25.1764795Z * [new tag] trunk/b0420d24386263f2727fd5714b63cfa6bc89f3e6 -> trunk/b0420d24386263f2727fd5714b63cfa6bc89f3e6 2025-08-26T20:05:25.1766153Z * [new tag] trunk/b1380f434da2fa2de0e5ff6fd70f73082dc08687 -> trunk/b1380f434da2fa2de0e5ff6fd70f73082dc08687 2025-08-26T20:05:25.1766330Z * [new tag] trunk/b2632e79828300302fd11e093d765196c3c0db58 -> trunk/b2632e79828300302fd11e093d765196c3c0db58 2025-08-26T20:05:25.1766457Z * [new tag] trunk/b2e06e0194c3fa8f7578a1b48751cc027394fb67 -> trunk/b2e06e0194c3fa8f7578a1b48751cc027394fb67 2025-08-26T20:05:25.1766588Z * [new tag] trunk/b3e215b864e6ca43b2c4e50ce666673f80feee27 -> trunk/b3e215b864e6ca43b2c4e50ce666673f80feee27 2025-08-26T20:05:25.1766712Z * [new tag] trunk/b708966201811b31ee765ec57715ac21d06ef652 -> trunk/b708966201811b31ee765ec57715ac21d06ef652 2025-08-26T20:05:25.1766838Z * [new tag] trunk/b9e9e92817fd7d1a778f074105603efb07e05004 -> trunk/b9e9e92817fd7d1a778f074105603efb07e05004 2025-08-26T20:05:25.1766974Z * [new tag] trunk/bc7eaa0d8a1f5ca8ec0eaac461d1df500dcaea84 -> trunk/bc7eaa0d8a1f5ca8ec0eaac461d1df500dcaea84 2025-08-26T20:05:25.1767105Z * [new tag] trunk/bcfe1b2d714cbb2716495e09ae010e7c34daf045 -> trunk/bcfe1b2d714cbb2716495e09ae010e7c34daf045 2025-08-26T20:05:25.1767238Z * [new tag] trunk/bd5857a1d6d5455d4f0057c182dff5e8ad2a4c8a -> trunk/bd5857a1d6d5455d4f0057c182dff5e8ad2a4c8a 2025-08-26T20:05:25.1767366Z * [new tag] trunk/be2e6b3158552405acc13ef7829a0217826fb271 -> trunk/be2e6b3158552405acc13ef7829a0217826fb271 2025-08-26T20:05:25.1767493Z * [new tag] trunk/be87f22dfba4488963fcc854699829e2782ee0f2 -> trunk/be87f22dfba4488963fcc854699829e2782ee0f2 2025-08-26T20:05:25.1767622Z * [new tag] trunk/becd6cd744bdf950578519437652a0d1f4b48781 -> trunk/becd6cd744bdf950578519437652a0d1f4b48781 2025-08-26T20:05:25.1767754Z * [new tag] trunk/bf8431ba062efa9ff0cdd5032a3ddf2e007a3216 -> trunk/bf8431ba062efa9ff0cdd5032a3ddf2e007a3216 2025-08-26T20:05:25.1767883Z * [new tag] trunk/c02e26bf31eb3da301158a061aa68527dbfb4d32 -> trunk/c02e26bf31eb3da301158a061aa68527dbfb4d32 2025-08-26T20:05:25.1768016Z * [new tag] trunk/c081481bbebdb568d07ee19cfe2cd3125de6cba7 -> trunk/c081481bbebdb568d07ee19cfe2cd3125de6cba7 2025-08-26T20:05:25.1768144Z * [new tag] trunk/c2390087c34c964ef648addf43efb8c6a34e30c2 -> trunk/c2390087c34c964ef648addf43efb8c6a34e30c2 2025-08-26T20:05:25.1768269Z * [new tag] trunk/c4670e40c9b741d50a79b714e3830149833be908 -> trunk/c4670e40c9b741d50a79b714e3830149833be908 2025-08-26T20:05:25.1768398Z * [new tag] trunk/c5cb255625deb4cdbc5780e6911b73498e17ed5a -> trunk/c5cb255625deb4cdbc5780e6911b73498e17ed5a 2025-08-26T20:05:25.1768523Z * [new tag] trunk/c60dea5261d9648d1da51528a07731966bb6823e -> trunk/c60dea5261d9648d1da51528a07731966bb6823e 2025-08-26T20:05:25.1768650Z * [new tag] trunk/c74e5f60611b7eac4321f53a9e4a15b077fb1bcc -> trunk/c74e5f60611b7eac4321f53a9e4a15b077fb1bcc 2025-08-26T20:05:25.1768775Z * [new tag] trunk/c7a77470c54b28e555319e34048af14d1d66198a -> trunk/c7a77470c54b28e555319e34048af14d1d66198a 2025-08-26T20:05:25.1768905Z * [new tag] trunk/c7fb031706330684fc3a2d8d169bebea874d4e95 -> trunk/c7fb031706330684fc3a2d8d169bebea874d4e95 2025-08-26T20:05:25.1769088Z * [new tag] trunk/c8bb0e4720ddddf3cd1b0b48b336978f763c71ca -> trunk/c8bb0e4720ddddf3cd1b0b48b336978f763c71ca 2025-08-26T20:05:25.1769217Z * [new tag] trunk/ca9fe0107e165a4a4147325ff6d34235ebde447f -> trunk/ca9fe0107e165a4a4147325ff6d34235ebde447f 2025-08-26T20:05:25.1770656Z * [new tag] trunk/caf98fde0d5c47452af45dc77099449edd521579 -> trunk/caf98fde0d5c47452af45dc77099449edd521579 2025-08-26T20:05:25.1770791Z * [new tag] trunk/cb579532150c9e87e7c143adcb020fb7de7cc6b1 -> trunk/cb579532150c9e87e7c143adcb020fb7de7cc6b1 2025-08-26T20:05:25.1770924Z * [new tag] trunk/cc2b65a91ae7773d4ecf9a600dda48fc3e69aa8f -> trunk/cc2b65a91ae7773d4ecf9a600dda48fc3e69aa8f 2025-08-26T20:05:25.1771051Z * [new tag] trunk/cc791d5857f4aa06b8d4e567b1fb2852e3ae963d -> trunk/cc791d5857f4aa06b8d4e567b1fb2852e3ae963d 2025-08-26T20:05:25.1771261Z * [new tag] trunk/cd31be28ec5cd0c4d9cdb6742efe151eee1406ec -> trunk/cd31be28ec5cd0c4d9cdb6742efe151eee1406ec 2025-08-26T20:05:25.1771394Z * [new tag] trunk/cd87f3029582cedb3b88747a3bd7d200b05c1138 -> trunk/cd87f3029582cedb3b88747a3bd7d200b05c1138 2025-08-26T20:05:25.1771516Z * [new tag] trunk/ce048de608180fa88335e5821070472539968b54 -> trunk/ce048de608180fa88335e5821070472539968b54 2025-08-26T20:05:25.1771644Z * [new tag] trunk/ce467df5d1d763d1648aee51c93ce3e9a4699936 -> trunk/ce467df5d1d763d1648aee51c93ce3e9a4699936 2025-08-26T20:05:25.1771772Z * [new tag] trunk/cee72119b2dec7776bc2550dd39a9b1349772751 -> trunk/cee72119b2dec7776bc2550dd39a9b1349772751 2025-08-26T20:05:25.1771906Z * [new tag] trunk/cf94cadbeee31a4d1d46a57f11bce7c9fd1cebc0 -> trunk/cf94cadbeee31a4d1d46a57f11bce7c9fd1cebc0 2025-08-26T20:05:25.1772041Z * [new tag] trunk/cfdaaaaa26d7f34427ba941569eca46f02f79f3e -> trunk/cfdaaaaa26d7f34427ba941569eca46f02f79f3e 2025-08-26T20:05:25.1772173Z * [new tag] trunk/d1faf2ef0476eb60b42c057baee9af0f48ae849a -> trunk/d1faf2ef0476eb60b42c057baee9af0f48ae849a 2025-08-26T20:05:25.1772300Z * [new tag] trunk/d228a776e90368bb693837ae23285ad8fc33def5 -> trunk/d228a776e90368bb693837ae23285ad8fc33def5 2025-08-26T20:05:25.1772428Z * [new tag] trunk/d2b8c0d431e00ad57354c5247e46c1bea0b8cd31 -> trunk/d2b8c0d431e00ad57354c5247e46c1bea0b8cd31 2025-08-26T20:05:25.1772556Z * [new tag] trunk/d2bd55d8de784df439b38378f161271dc43b744c -> trunk/d2bd55d8de784df439b38378f161271dc43b744c 2025-08-26T20:05:25.1772680Z * [new tag] trunk/d4703fb91c3510460d71f648da113177edf593c8 -> trunk/d4703fb91c3510460d71f648da113177edf593c8 2025-08-26T20:05:25.1772805Z * [new tag] trunk/d875d3ca1e5099636c766c9df70ac5888c25215a -> trunk/d875d3ca1e5099636c766c9df70ac5888c25215a 2025-08-26T20:05:25.1772940Z * [new tag] trunk/d8fcb2a4acb506f9c72a1f44fc8b857158bda892 -> trunk/d8fcb2a4acb506f9c72a1f44fc8b857158bda892 2025-08-26T20:05:25.1773072Z * [new tag] trunk/daeb3a6094c62d1881ea68091fcadb02d1dc687e -> trunk/daeb3a6094c62d1881ea68091fcadb02d1dc687e 2025-08-26T20:05:25.1773205Z * [new tag] trunk/db38c44ad639e7ada3e9df2ba026a2cb5e40feb0 -> trunk/db38c44ad639e7ada3e9df2ba026a2cb5e40feb0 2025-08-26T20:05:25.1773337Z * [new tag] trunk/db44de4c0d3e9f1fe5334ff4cc261fb8fe4390c8 -> trunk/db44de4c0d3e9f1fe5334ff4cc261fb8fe4390c8 2025-08-26T20:05:25.1773463Z * [new tag] trunk/dbef6066311a1ce6e60e1f2b6084249d1ad45769 -> trunk/dbef6066311a1ce6e60e1f2b6084249d1ad45769 2025-08-26T20:05:25.1773594Z * [new tag] trunk/df571ae7ad7dacf77ce42c00189cf369d7993387 -> trunk/df571ae7ad7dacf77ce42c00189cf369d7993387 2025-08-26T20:05:25.1773721Z * [new tag] trunk/df6073641079c781e66a905e4f15ee49ac257eb2 -> trunk/df6073641079c781e66a905e4f15ee49ac257eb2 2025-08-26T20:05:25.1775074Z * [new tag] trunk/e1a64b75ff3dc834774a9174c2e7b1c46dea35ec -> trunk/e1a64b75ff3dc834774a9174c2e7b1c46dea35ec 2025-08-26T20:05:25.1775267Z * [new tag] trunk/e20f6d798606f3245686e950c43635bbe526232d -> trunk/e20f6d798606f3245686e950c43635bbe526232d 2025-08-26T20:05:25.1775392Z * [new tag] trunk/e25ee0290ef16503f178e04890c15717f6e9ea44 -> trunk/e25ee0290ef16503f178e04890c15717f6e9ea44 2025-08-26T20:05:25.1775523Z * [new tag] trunk/e34b6a01039df5d8940acdccd8d8989f3cd827aa -> trunk/e34b6a01039df5d8940acdccd8d8989f3cd827aa 2025-08-26T20:05:25.1775657Z * [new tag] trunk/e3d68dfae2dee15e74d3b95beaed7149b6afb94a -> trunk/e3d68dfae2dee15e74d3b95beaed7149b6afb94a 2025-08-26T20:05:25.1775786Z * [new tag] trunk/e3ebf364e6d2fb8008da113a596d3cc426ba9c79 -> trunk/e3ebf364e6d2fb8008da113a596d3cc426ba9c79 2025-08-26T20:05:25.1775943Z * [new tag] trunk/e4839470470168648dee5997f57347bb8541ea2b -> trunk/e4839470470168648dee5997f57347bb8541ea2b 2025-08-26T20:05:25.1776072Z * [new tag] trunk/e63155751825ba026ced3a1fc89563231bc85ccc -> trunk/e63155751825ba026ced3a1fc89563231bc85ccc 2025-08-26T20:05:25.1776202Z * [new tag] trunk/e6aa7287f8c8cac76d792097f20ba1dae6dc8717 -> trunk/e6aa7287f8c8cac76d792097f20ba1dae6dc8717 2025-08-26T20:05:25.1776332Z * [new tag] trunk/e6e45e6ae8452f0bc5e3e258027c42eb9a1394fb -> trunk/e6e45e6ae8452f0bc5e3e258027c42eb9a1394fb 2025-08-26T20:05:25.1776458Z * [new tag] trunk/e795450a35bca909902e12de99245e1c0e7e2872 -> trunk/e795450a35bca909902e12de99245e1c0e7e2872 2025-08-26T20:05:25.1776585Z * [new tag] trunk/e7e270a33a3f368c3ef0c3339950a47fdbfadd71 -> trunk/e7e270a33a3f368c3ef0c3339950a47fdbfadd71 2025-08-26T20:05:25.1776710Z * [new tag] trunk/e836323a23f5750e800abe04ef8ca386b3066b58 -> trunk/e836323a23f5750e800abe04ef8ca386b3066b58 2025-08-26T20:05:25.1776841Z * [new tag] trunk/e83825f91cb2901567fedbf31ba7cc434a897271 -> trunk/e83825f91cb2901567fedbf31ba7cc434a897271 2025-08-26T20:05:25.1776975Z * [new tag] trunk/e9d42b3880dcdbd823bbdc9370c8b0b3af0ba2e3 -> trunk/e9d42b3880dcdbd823bbdc9370c8b0b3af0ba2e3 2025-08-26T20:05:25.1777101Z * [new tag] trunk/eb5549a43164cdf8689cd7d177c03b2508c699f4 -> trunk/eb5549a43164cdf8689cd7d177c03b2508c699f4 2025-08-26T20:05:25.1777232Z * [new tag] trunk/eba1ad09e47b66478f973e03cece7f314ac3b412 -> trunk/eba1ad09e47b66478f973e03cece7f314ac3b412 2025-08-26T20:05:25.1777363Z * [new tag] trunk/eba20d2d748cb17dce9aa26e5513e4567bfd8282 -> trunk/eba20d2d748cb17dce9aa26e5513e4567bfd8282 2025-08-26T20:05:25.1777492Z * [new tag] trunk/ec21cafd85d491d2d220e4e54080fe340a37c4c2 -> trunk/ec21cafd85d491d2d220e4e54080fe340a37c4c2 2025-08-26T20:05:25.1777628Z * [new tag] trunk/ed8bcccf31e1ba01a35e818a4afbb74c333e8dc3 -> trunk/ed8bcccf31e1ba01a35e818a4afbb74c333e8dc3 2025-08-26T20:05:25.1777758Z * [new tag] trunk/eddaaa6c2a66a84e17b17bf8af5131852067b259 -> trunk/eddaaa6c2a66a84e17b17bf8af5131852067b259 2025-08-26T20:05:25.1777892Z * [new tag] trunk/ef761c43538abae5bccc0c4b6ebaf42ff676db7a -> trunk/ef761c43538abae5bccc0c4b6ebaf42ff676db7a 2025-08-26T20:05:25.1778019Z * [new tag] trunk/f085f299584b06a2a7d8855eda2a411313e782ad -> trunk/f085f299584b06a2a7d8855eda2a411313e782ad 2025-08-26T20:05:25.1778146Z * [new tag] trunk/f09458c2e16b4fe7063d73d80fd3e7e354bad3f8 -> trunk/f09458c2e16b4fe7063d73d80fd3e7e354bad3f8 2025-08-26T20:05:25.1779499Z * [new tag] trunk/f0e0a6897ee5cb31ccee10ee8e2d3c01140ff999 -> trunk/f0e0a6897ee5cb31ccee10ee8e2d3c01140ff999 2025-08-26T20:05:25.1779627Z * [new tag] trunk/f30501937738a2440f90988d1d46920529309ba8 -> trunk/f30501937738a2440f90988d1d46920529309ba8 2025-08-26T20:05:25.1779836Z * [new tag] trunk/f391afe9bf8c542fdbb822423d2a1e454b3d9744 -> trunk/f391afe9bf8c542fdbb822423d2a1e454b3d9744 2025-08-26T20:05:25.1780040Z * [new tag] trunk/f521e82a4e80df502fa57e5852af14d8779dcbd1 -> trunk/f521e82a4e80df502fa57e5852af14d8779dcbd1 2025-08-26T20:05:25.1780168Z * [new tag] trunk/f5bf5147ad18994c9a6e0f565d7831362bf5a18a -> trunk/f5bf5147ad18994c9a6e0f565d7831362bf5a18a 2025-08-26T20:05:25.1780292Z * [new tag] trunk/f795e92802c55608ad4f4f198726d250056d0232 -> trunk/f795e92802c55608ad4f4f198726d250056d0232 2025-08-26T20:05:25.1780419Z * [new tag] trunk/f8bd85827d465a8a2a610c27ed9e62a4c27ac07d -> trunk/f8bd85827d465a8a2a610c27ed9e62a4c27ac07d 2025-08-26T20:05:25.1780548Z * [new tag] trunk/f90ccad1651b5a1698b2232acc3e92e2829b7935 -> trunk/f90ccad1651b5a1698b2232acc3e92e2829b7935 2025-08-26T20:05:25.1780736Z * [new tag] trunk/f912c93344caa74e24c8164a2e25fe84a8203073 -> trunk/f912c93344caa74e24c8164a2e25fe84a8203073 2025-08-26T20:05:25.1780861Z * [new tag] trunk/f9875166a953a51bbd454d963ee03d41818a27e8 -> trunk/f9875166a953a51bbd454d963ee03d41818a27e8 2025-08-26T20:05:25.1780995Z * [new tag] trunk/f9df4ec2af0ac19b42f658ae87acf12067e67b36 -> trunk/f9df4ec2af0ac19b42f658ae87acf12067e67b36 2025-08-26T20:05:25.1781123Z * [new tag] trunk/fab5dac734344105ae107e85c08151758a4a9b4d -> trunk/fab5dac734344105ae107e85c08151758a4a9b4d 2025-08-26T20:05:25.1781248Z * [new tag] trunk/fb241d0a448f1dd88471098ac149418124a7c4aa -> trunk/fb241d0a448f1dd88471098ac149418124a7c4aa 2025-08-26T20:05:25.1781377Z * [new tag] trunk/fc0683b1e75fdf3182e0855b3f79e80fe0124ef1 -> trunk/fc0683b1e75fdf3182e0855b3f79e80fe0124ef1 2025-08-26T20:05:25.1781505Z * [new tag] trunk/fc69c2bc67672c3b2d0c62c1821895f09288f1c0 -> trunk/fc69c2bc67672c3b2d0c62c1821895f09288f1c0 2025-08-26T20:05:25.1781638Z * [new tag] trunk/febfc3ec03004116dfd6d504e6853ff02a1dd6e0 -> trunk/febfc3ec03004116dfd6d504e6853ff02a1dd6e0 2025-08-26T20:05:25.1781770Z * [new tag] trunk/fecc5f600110209aaaedead11770a445b3c879e6 -> trunk/fecc5f600110209aaaedead11770a445b3c879e6 2025-08-26T20:05:25.1781903Z * [new tag] trunk/ff4f5dd8ed8e2aaee903c7d30cd4f8bd04d883c8 -> trunk/ff4f5dd8ed8e2aaee903c7d30cd4f8bd04d883c8 2025-08-26T20:05:25.1782035Z * [new tag] trunk/ffa1ce7650766c2ae6eaa96415dfc29e9eb0b3ec -> trunk/ffa1ce7650766c2ae6eaa96415dfc29e9eb0b3ec 2025-08-26T20:05:25.1782092Z * [new tag] v0.1.1 -> v0.1.1 2025-08-26T20:05:25.1782148Z * [new tag] v0.1.10 -> v0.1.10 2025-08-26T20:05:25.1782201Z * [new tag] v0.1.11 -> v0.1.11 2025-08-26T20:05:25.1782252Z * [new tag] v0.1.12 -> v0.1.12 2025-08-26T20:05:25.1782307Z * [new tag] v0.1.2 -> v0.1.2 2025-08-26T20:05:25.1783593Z * [new tag] v0.1.3 -> v0.1.3 2025-08-26T20:05:25.1783650Z * [new tag] v0.1.4 -> v0.1.4 2025-08-26T20:05:25.1783706Z * [new tag] v0.1.5 -> v0.1.5 2025-08-26T20:05:25.1783755Z * [new tag] v0.1.6 -> v0.1.6 2025-08-26T20:05:25.1783804Z * [new tag] v0.1.7 -> v0.1.7 2025-08-26T20:05:25.1783851Z * [new tag] v0.1.8 -> v0.1.8 2025-08-26T20:05:25.1783899Z * [new tag] v0.1.9 -> v0.1.9 2025-08-26T20:05:25.1783948Z * [new tag] v0.2.0 -> v0.2.0 2025-08-26T20:05:25.1783995Z * [new tag] v0.3.0 -> v0.3.0 2025-08-26T20:05:25.1784047Z * [new tag] v0.3.1 -> v0.3.1 2025-08-26T20:05:25.1784096Z * [new tag] v0.4.0 -> v0.4.0 2025-08-26T20:05:25.1784144Z * [new tag] v0.4.1 -> v0.4.1 2025-08-26T20:05:25.1784192Z * [new tag] v1.0.0 -> v1.0.0 2025-08-26T20:05:25.1784296Z * [new tag] v1.0.0a0 -> v1.0.0a0 2025-08-26T20:05:25.1784345Z * [new tag] v1.0.1 -> v1.0.1 2025-08-26T20:05:25.1784397Z * [new tag] v1.0rc0 -> v1.0rc0 2025-08-26T20:05:25.1784448Z * [new tag] v1.0rc1 -> v1.0rc1 2025-08-26T20:05:25.1784498Z * [new tag] v1.1.0 -> v1.1.0 2025-08-26T20:05:25.1784552Z * [new tag] v1.1.0a0 -> v1.1.0a0 2025-08-26T20:05:25.1784602Z * [new tag] v1.10.0 -> v1.10.0 2025-08-26T20:05:25.1784695Z * [new tag] v1.10.0-rc1 -> v1.10.0-rc1 2025-08-26T20:05:25.1784751Z * [new tag] v1.10.0-rc2 -> v1.10.0-rc2 2025-08-26T20:05:25.1784804Z * [new tag] v1.10.0-rc3 -> v1.10.0-rc3 2025-08-26T20:05:25.1784858Z * [new tag] v1.10.1 -> v1.10.1 2025-08-26T20:05:25.1786128Z * [new tag] v1.10.1-rc1 -> v1.10.1-rc1 2025-08-26T20:05:25.1786186Z * [new tag] v1.10.2 -> v1.10.2 2025-08-26T20:05:25.1786241Z * [new tag] v1.10.2-rc1 -> v1.10.2-rc1 2025-08-26T20:05:25.1786293Z * [new tag] v1.11.0 -> v1.11.0 2025-08-26T20:05:25.1786346Z * [new tag] v1.11.0-rc1 -> v1.11.0-rc1 2025-08-26T20:05:25.1786399Z * [new tag] v1.11.0-rc2 -> v1.11.0-rc2 2025-08-26T20:05:25.1786455Z * [new tag] v1.11.0-rc3 -> v1.11.0-rc3 2025-08-26T20:05:25.1786506Z * [new tag] v1.11.0-rc4 -> v1.11.0-rc4 2025-08-26T20:05:25.1786559Z * [new tag] v1.11.0-rc5 -> v1.11.0-rc5 2025-08-26T20:05:25.1786614Z * [new tag] v1.11.0-rc6 -> v1.11.0-rc6 2025-08-26T20:05:25.1786666Z * [new tag] v1.11.0-rc7 -> v1.11.0-rc7 2025-08-26T20:05:25.1786716Z * [new tag] v1.12.0 -> v1.12.0 2025-08-26T20:05:25.1786768Z * [new tag] v1.12.0-rc1 -> v1.12.0-rc1 2025-08-26T20:05:25.1786819Z * [new tag] v1.12.0-rc2 -> v1.12.0-rc2 2025-08-26T20:05:25.1786870Z * [new tag] v1.12.0-rc3 -> v1.12.0-rc3 2025-08-26T20:05:25.1786923Z * [new tag] v1.12.0-rc4 -> v1.12.0-rc4 2025-08-26T20:05:25.1786975Z * [new tag] v1.12.0-rc5 -> v1.12.0-rc5 2025-08-26T20:05:25.1787029Z * [new tag] v1.12.0-rc6 -> v1.12.0-rc6 2025-08-26T20:05:25.1787081Z * [new tag] v1.12.0-rc7 -> v1.12.0-rc7 2025-08-26T20:05:25.1787134Z * [new tag] v1.12.0-rc8 -> v1.12.0-rc8 2025-08-26T20:05:25.1787185Z * [new tag] v1.12.1 -> v1.12.1 2025-08-26T20:05:25.1787237Z * [new tag] v1.12.1-rc1 -> v1.12.1-rc1 2025-08-26T20:05:25.1787289Z * [new tag] v1.12.1-rc2 -> v1.12.1-rc2 2025-08-26T20:05:25.1787340Z * [new tag] v1.12.1-rc3 -> v1.12.1-rc3 2025-08-26T20:05:25.1788595Z * [new tag] v1.12.1-rc4 -> v1.12.1-rc4 2025-08-26T20:05:25.1788655Z * [new tag] v1.12.1-rc5 -> v1.12.1-rc5 2025-08-26T20:05:25.1788705Z * [new tag] v1.13.0 -> v1.13.0 2025-08-26T20:05:25.1788814Z * [new tag] v1.13.0-rc1 -> v1.13.0-rc1 2025-08-26T20:05:25.1788866Z * [new tag] v1.13.0-rc2 -> v1.13.0-rc2 2025-08-26T20:05:25.1788917Z * [new tag] v1.13.0-rc3 -> v1.13.0-rc3 2025-08-26T20:05:25.1789009Z * [new tag] v1.13.0-rc4 -> v1.13.0-rc4 2025-08-26T20:05:25.1789062Z * [new tag] v1.13.0-rc5 -> v1.13.0-rc5 2025-08-26T20:05:25.1789113Z * [new tag] v1.13.0-rc6 -> v1.13.0-rc6 2025-08-26T20:05:25.1789163Z * [new tag] v1.13.1 -> v1.13.1 2025-08-26T20:05:25.1789215Z * [new tag] v1.13.1-rc1 -> v1.13.1-rc1 2025-08-26T20:05:25.1789266Z * [new tag] v1.2.0 -> v1.2.0 2025-08-26T20:05:25.1789318Z * [new tag] v1.2.0a0 -> v1.2.0a0 2025-08-26T20:05:25.1789403Z * [new tag] v1.3.0 -> v1.3.0 2025-08-26T20:05:25.1789456Z * [new tag] v1.3.0a0 -> v1.3.0a0 2025-08-26T20:05:25.1789505Z * [new tag] v1.3.1 -> v1.3.1 2025-08-26T20:05:25.1789557Z * [new tag] v1.4.0 -> v1.4.0 2025-08-26T20:05:25.1789608Z * [new tag] v1.4.0a0 -> v1.4.0a0 2025-08-26T20:05:25.1789657Z * [new tag] v1.4.1 -> v1.4.1 2025-08-26T20:05:25.1789777Z * [new tag] v1.5.0 -> v1.5.0 2025-08-26T20:05:25.1789833Z * [new tag] v1.5.0-rc1 -> v1.5.0-rc1 2025-08-26T20:05:25.1789887Z * [new tag] v1.5.0-rc2 -> v1.5.0-rc2 2025-08-26T20:05:25.1789940Z * [new tag] v1.5.0-rc3 -> v1.5.0-rc3 2025-08-26T20:05:25.1789995Z * [new tag] v1.5.0-rc4 -> v1.5.0-rc4 2025-08-26T20:05:25.1790047Z * [new tag] v1.5.0-rc5 -> v1.5.0-rc5 2025-08-26T20:05:25.1791336Z * [new tag] v1.5.1 -> v1.5.1 2025-08-26T20:05:25.1791402Z * [new tag] v1.5.1-rc1 -> v1.5.1-rc1 2025-08-26T20:05:25.1791453Z * [new tag] v1.6.0 -> v1.6.0 2025-08-26T20:05:25.1791506Z * [new tag] v1.6.0-rc1 -> v1.6.0-rc1 2025-08-26T20:05:25.1791559Z * [new tag] v1.6.0-rc2 -> v1.6.0-rc2 2025-08-26T20:05:25.1791609Z * [new tag] v1.6.0-rc3 -> v1.6.0-rc3 2025-08-26T20:05:25.1791661Z * [new tag] v1.6.0-rc4 -> v1.6.0-rc4 2025-08-26T20:05:25.1791714Z * [new tag] v1.6.0-rc5 -> v1.6.0-rc5 2025-08-26T20:05:25.1791764Z * [new tag] v1.6.0-rc6 -> v1.6.0-rc6 2025-08-26T20:05:25.1791819Z * [new tag] v1.6.0-rc7 -> v1.6.0-rc7 2025-08-26T20:05:25.1791870Z * [new tag] v1.7.0 -> v1.7.0 2025-08-26T20:05:25.1791922Z * [new tag] v1.7.0-rc1 -> v1.7.0-rc1 2025-08-26T20:05:25.1791974Z * [new tag] v1.7.0-rc2 -> v1.7.0-rc2 2025-08-26T20:05:25.1792025Z * [new tag] v1.7.0-rc3 -> v1.7.0-rc3 2025-08-26T20:05:25.1792077Z * [new tag] v1.7.0-rc4 -> v1.7.0-rc4 2025-08-26T20:05:25.1792127Z * [new tag] v1.7.1 -> v1.7.1 2025-08-26T20:05:25.1792178Z * [new tag] v1.7.1-rc1 -> v1.7.1-rc1 2025-08-26T20:05:25.1792231Z * [new tag] v1.7.1-rc2 -> v1.7.1-rc2 2025-08-26T20:05:25.1792282Z * [new tag] v1.7.1-rc3 -> v1.7.1-rc3 2025-08-26T20:05:25.1792334Z * [new tag] v1.8.0 -> v1.8.0 2025-08-26T20:05:25.1792386Z * [new tag] v1.8.0-rc1 -> v1.8.0-rc1 2025-08-26T20:05:25.1792437Z * [new tag] v1.8.0-rc2 -> v1.8.0-rc2 2025-08-26T20:05:25.1792568Z * [new tag] v1.8.0-rc3 -> v1.8.0-rc3 2025-08-26T20:05:25.1792621Z * [new tag] v1.8.0-rc4 -> v1.8.0-rc4 2025-08-26T20:05:25.1793883Z * [new tag] v1.8.0-rc5 -> v1.8.0-rc5 2025-08-26T20:05:25.1793940Z * [new tag] v1.8.1 -> v1.8.1 2025-08-26T20:05:25.1793993Z * [new tag] v1.8.1-rc1 -> v1.8.1-rc1 2025-08-26T20:05:25.1794044Z * [new tag] v1.8.1-rc2 -> v1.8.1-rc2 2025-08-26T20:05:25.1794096Z * [new tag] v1.8.1-rc3 -> v1.8.1-rc3 2025-08-26T20:05:25.1794221Z * [new tag] v1.8.2 -> v1.8.2 2025-08-26T20:05:25.1794273Z * [new tag] v1.8.2-rc1 -> v1.8.2-rc1 2025-08-26T20:05:25.1794323Z * [new tag] v1.9.0 -> v1.9.0 2025-08-26T20:05:25.1794379Z * [new tag] v1.9.0-rc1 -> v1.9.0-rc1 2025-08-26T20:05:25.1794431Z * [new tag] v1.9.0-rc2 -> v1.9.0-rc2 2025-08-26T20:05:25.1794481Z * [new tag] v1.9.0-rc3 -> v1.9.0-rc3 2025-08-26T20:05:25.1794532Z * [new tag] v1.9.0-rc4 -> v1.9.0-rc4 2025-08-26T20:05:25.1794583Z * [new tag] v1.9.1 -> v1.9.1 2025-08-26T20:05:25.1794634Z * [new tag] v1.9.1-rc1 -> v1.9.1-rc1 2025-08-26T20:05:25.1794685Z * [new tag] v1.9.1-rc2 -> v1.9.1-rc2 2025-08-26T20:05:25.1794736Z * [new tag] v2.0.0 -> v2.0.0 2025-08-26T20:05:25.1794789Z * [new tag] v2.0.0-rc1 -> v2.0.0-rc1 2025-08-26T20:05:25.1794840Z * [new tag] v2.0.0-rc2 -> v2.0.0-rc2 2025-08-26T20:05:25.1794891Z * [new tag] v2.0.0-rc3 -> v2.0.0-rc3 2025-08-26T20:05:25.1794945Z * [new tag] v2.0.0-rc4 -> v2.0.0-rc4 2025-08-26T20:05:25.1794995Z * [new tag] v2.0.0-rc5 -> v2.0.0-rc5 2025-08-26T20:05:25.1795047Z * [new tag] v2.0.0-rc6 -> v2.0.0-rc6 2025-08-26T20:05:25.1795097Z * [new tag] v2.0.1 -> v2.0.1 2025-08-26T20:05:25.1795149Z * [new tag] v2.0.1-rc1 -> v2.0.1-rc1 2025-08-26T20:05:25.1796427Z * [new tag] v2.0.1-rc2 -> v2.0.1-rc2 2025-08-26T20:05:25.1796485Z * [new tag] v2.0.1-rc3 -> v2.0.1-rc3 2025-08-26T20:05:25.1796542Z * [new tag] v2.0.1-rc4 -> v2.0.1-rc4 2025-08-26T20:05:25.1796593Z * [new tag] v2.1.0 -> v2.1.0 2025-08-26T20:05:25.1796644Z * [new tag] v2.1.0-rc1 -> v2.1.0-rc1 2025-08-26T20:05:25.1796696Z * [new tag] v2.1.0-rc2 -> v2.1.0-rc2 2025-08-26T20:05:25.1796747Z * [new tag] v2.1.0-rc3 -> v2.1.0-rc3 2025-08-26T20:05:25.1796800Z * [new tag] v2.1.0-rc4 -> v2.1.0-rc4 2025-08-26T20:05:25.1796851Z * [new tag] v2.1.0-rc5 -> v2.1.0-rc5 2025-08-26T20:05:25.1796903Z * [new tag] v2.1.0-rc6 -> v2.1.0-rc6 2025-08-26T20:05:25.1796955Z * [new tag] v2.1.1 -> v2.1.1 2025-08-26T20:05:25.1797006Z * [new tag] v2.1.1-rc1 -> v2.1.1-rc1 2025-08-26T20:05:25.1797058Z * [new tag] v2.1.1-rc2 -> v2.1.1-rc2 2025-08-26T20:05:25.1797110Z * [new tag] v2.1.1-rc3 -> v2.1.1-rc3 2025-08-26T20:05:25.1797161Z * [new tag] v2.1.1-rc4 -> v2.1.1-rc4 2025-08-26T20:05:25.1797264Z * [new tag] v2.1.1-rc5 -> v2.1.1-rc5 2025-08-26T20:05:25.1797316Z * [new tag] v2.1.1-rc6 -> v2.1.1-rc6 2025-08-26T20:05:25.1797366Z * [new tag] v2.1.2 -> v2.1.2 2025-08-26T20:05:25.1797417Z * [new tag] v2.1.2-rc1 -> v2.1.2-rc1 2025-08-26T20:05:25.1797468Z * [new tag] v2.1.2-rc2 -> v2.1.2-rc2 2025-08-26T20:05:25.1797520Z * [new tag] v2.1.2-rc3 -> v2.1.2-rc3 2025-08-26T20:05:25.1797570Z * [new tag] v2.2.0 -> v2.2.0 2025-08-26T20:05:25.1797621Z * [new tag] v2.2.0-rc1 -> v2.2.0-rc1 2025-08-26T20:05:25.1797708Z * [new tag] v2.2.0-rc2 -> v2.2.0-rc2 2025-08-26T20:05:25.1797759Z * [new tag] v2.2.0-rc3 -> v2.2.0-rc3 2025-08-26T20:05:25.1799025Z * [new tag] v2.2.0-rc4 -> v2.2.0-rc4 2025-08-26T20:05:25.1799088Z * [new tag] v2.2.0-rc5 -> v2.2.0-rc5 2025-08-26T20:05:25.1799140Z * [new tag] v2.2.0-rc6 -> v2.2.0-rc6 2025-08-26T20:05:25.1799192Z * [new tag] v2.2.0-rc7 -> v2.2.0-rc7 2025-08-26T20:05:25.1799244Z * [new tag] v2.2.0-rc8 -> v2.2.0-rc8 2025-08-26T20:05:25.1799296Z * [new tag] v2.2.1 -> v2.2.1 2025-08-26T20:05:25.1799347Z * [new tag] v2.2.1-rc1 -> v2.2.1-rc1 2025-08-26T20:05:25.1799399Z * [new tag] v2.2.1-rc2 -> v2.2.1-rc2 2025-08-26T20:05:25.1799454Z * [new tag] v2.2.1-rc3 -> v2.2.1-rc3 2025-08-26T20:05:25.1799504Z * [new tag] v2.2.2 -> v2.2.2 2025-08-26T20:05:25.1799556Z * [new tag] v2.2.2-rc1 -> v2.2.2-rc1 2025-08-26T20:05:25.1799609Z * [new tag] v2.2.2-rc2 -> v2.2.2-rc2 2025-08-26T20:05:25.1799660Z * [new tag] v2.2.2-rc3 -> v2.2.2-rc3 2025-08-26T20:05:25.1799794Z * [new tag] v2.3.0 -> v2.3.0 2025-08-26T20:05:25.1799845Z * [new tag] v2.3.0-rc1 -> v2.3.0-rc1 2025-08-26T20:05:25.1799901Z * [new tag] v2.3.0-rc10 -> v2.3.0-rc10 2025-08-26T20:05:25.1799955Z * [new tag] v2.3.0-rc11 -> v2.3.0-rc11 2025-08-26T20:05:25.1800008Z * [new tag] v2.3.0-rc12 -> v2.3.0-rc12 2025-08-26T20:05:25.1800062Z * [new tag] v2.3.0-rc2 -> v2.3.0-rc2 2025-08-26T20:05:25.1800114Z * [new tag] v2.3.0-rc3 -> v2.3.0-rc3 2025-08-26T20:05:25.1800166Z * [new tag] v2.3.0-rc4 -> v2.3.0-rc4 2025-08-26T20:05:25.1800218Z * [new tag] v2.3.0-rc5 -> v2.3.0-rc5 2025-08-26T20:05:25.1800269Z * [new tag] v2.3.0-rc6 -> v2.3.0-rc6 2025-08-26T20:05:25.1800321Z * [new tag] v2.3.0-rc7 -> v2.3.0-rc7 2025-08-26T20:05:25.1801585Z * [new tag] v2.3.0-rc8 -> v2.3.0-rc8 2025-08-26T20:05:25.1801642Z * [new tag] v2.3.0-rc9 -> v2.3.0-rc9 2025-08-26T20:05:25.1801694Z * [new tag] v2.3.1 -> v2.3.1 2025-08-26T20:05:25.1801747Z * [new tag] v2.3.1-rc1 -> v2.3.1-rc1 2025-08-26T20:05:25.1801797Z * [new tag] v2.3.1-rc2 -> v2.3.1-rc2 2025-08-26T20:05:25.1801851Z * [new tag] v2.3.1-rc3 -> v2.3.1-rc3 2025-08-26T20:05:25.1801900Z * [new tag] v2.4.0 -> v2.4.0 2025-08-26T20:05:25.1801952Z * [new tag] v2.4.0-rc1 -> v2.4.0-rc1 2025-08-26T20:05:25.1802075Z * [new tag] v2.4.0-rc2 -> v2.4.0-rc2 2025-08-26T20:05:25.1802127Z * [new tag] v2.4.0-rc3 -> v2.4.0-rc3 2025-08-26T20:05:25.1802178Z * [new tag] v2.4.0-rc4 -> v2.4.0-rc4 2025-08-26T20:05:25.1802229Z * [new tag] v2.4.0-rc5 -> v2.4.0-rc5 2025-08-26T20:05:25.1802281Z * [new tag] v2.4.0-rc6 -> v2.4.0-rc6 2025-08-26T20:05:25.1802331Z * [new tag] v2.4.0-rc7 -> v2.4.0-rc7 2025-08-26T20:05:25.1802382Z * [new tag] v2.4.0-rc8 -> v2.4.0-rc8 2025-08-26T20:05:25.1802499Z * [new tag] v2.4.0-rc9 -> v2.4.0-rc9 2025-08-26T20:05:25.1802548Z * [new tag] v2.4.1 -> v2.4.1 2025-08-26T20:05:25.1802599Z * [new tag] v2.4.1-rc1 -> v2.4.1-rc1 2025-08-26T20:05:25.1802653Z * [new tag] v2.4.1-rc2 -> v2.4.1-rc2 2025-08-26T20:05:25.1802703Z * [new tag] v2.4.1-rc3 -> v2.4.1-rc3 2025-08-26T20:05:25.1802753Z * [new tag] v2.5.0 -> v2.5.0 2025-08-26T20:05:25.1802805Z * [new tag] v2.5.0-rc1 -> v2.5.0-rc1 2025-08-26T20:05:25.1802859Z * [new tag] v2.5.0-rc10 -> v2.5.0-rc10 2025-08-26T20:05:25.1802910Z * [new tag] v2.5.0-rc2 -> v2.5.0-rc2 2025-08-26T20:05:25.1804179Z * [new tag] v2.5.0-rc3 -> v2.5.0-rc3 2025-08-26T20:05:25.1804242Z * [new tag] v2.5.0-rc4 -> v2.5.0-rc4 2025-08-26T20:05:25.1804294Z * [new tag] v2.5.0-rc5 -> v2.5.0-rc5 2025-08-26T20:05:25.1804345Z * [new tag] v2.5.0-rc6 -> v2.5.0-rc6 2025-08-26T20:05:25.1804403Z * [new tag] v2.5.0-rc7 -> v2.5.0-rc7 2025-08-26T20:05:25.1804454Z * [new tag] v2.5.0-rc8 -> v2.5.0-rc8 2025-08-26T20:05:25.1804505Z * [new tag] v2.5.0-rc9 -> v2.5.0-rc9 2025-08-26T20:05:25.1804556Z * [new tag] v2.5.1 -> v2.5.1 2025-08-26T20:05:25.1804607Z * [new tag] v2.5.1-rc1 -> v2.5.1-rc1 2025-08-26T20:05:25.1804657Z * [new tag] v2.6.0 -> v2.6.0 2025-08-26T20:05:25.1804709Z * [new tag] v2.6.0-rc1 -> v2.6.0-rc1 2025-08-26T20:05:25.1804760Z * [new tag] v2.6.0-rc2 -> v2.6.0-rc2 2025-08-26T20:05:25.1804813Z * [new tag] v2.6.0-rc3 -> v2.6.0-rc3 2025-08-26T20:05:25.1804865Z * [new tag] v2.6.0-rc4 -> v2.6.0-rc4 2025-08-26T20:05:25.1804917Z * [new tag] v2.6.0-rc5 -> v2.6.0-rc5 2025-08-26T20:05:25.1804968Z * [new tag] v2.6.0-rc6 -> v2.6.0-rc6 2025-08-26T20:05:25.1805019Z * [new tag] v2.6.0-rc7 -> v2.6.0-rc7 2025-08-26T20:05:25.1805070Z * [new tag] v2.6.0-rc8 -> v2.6.0-rc8 2025-08-26T20:05:25.1805121Z * [new tag] v2.6.0-rc9 -> v2.6.0-rc9 2025-08-26T20:05:25.1805170Z * [new tag] v2.7.0 -> v2.7.0 2025-08-26T20:05:25.1805222Z * [new tag] v2.7.0-rc1 -> v2.7.0-rc1 2025-08-26T20:05:25.1805275Z * [new tag] v2.7.0-rc10 -> v2.7.0-rc10 2025-08-26T20:05:25.1805327Z * [new tag] v2.7.0-rc2 -> v2.7.0-rc2 2025-08-26T20:05:25.1805379Z * [new tag] v2.7.0-rc3 -> v2.7.0-rc3 2025-08-26T20:05:25.1805430Z * [new tag] v2.7.0-rc4 -> v2.7.0-rc4 2025-08-26T20:05:25.1806729Z * [new tag] v2.7.0-rc5 -> v2.7.0-rc5 2025-08-26T20:05:25.1806787Z * [new tag] v2.7.0-rc6 -> v2.7.0-rc6 2025-08-26T20:05:25.1806838Z * [new tag] v2.7.0-rc7 -> v2.7.0-rc7 2025-08-26T20:05:25.1806890Z * [new tag] v2.7.0-rc8 -> v2.7.0-rc8 2025-08-26T20:05:25.1806942Z * [new tag] v2.7.0-rc9 -> v2.7.0-rc9 2025-08-26T20:05:25.1806992Z * [new tag] v2.7.1 -> v2.7.1 2025-08-26T20:05:25.1807043Z * [new tag] v2.7.1-rc1 -> v2.7.1-rc1 2025-08-26T20:05:25.1807132Z * [new tag] v2.7.1-rc2 -> v2.7.1-rc2 2025-08-26T20:05:25.1807183Z * [new tag] v2.7.1-rc3 -> v2.7.1-rc3 2025-08-26T20:05:25.1807234Z * [new tag] v2.7.1-rc4 -> v2.7.1-rc4 2025-08-26T20:05:25.1807289Z * [new tag] v2.7.1-rc5 -> v2.7.1-rc5 2025-08-26T20:05:25.1807339Z * [new tag] v2.8.0 -> v2.8.0 2025-08-26T20:05:25.1807389Z * [new tag] v2.8.0-rc1 -> v2.8.0-rc1 2025-08-26T20:05:25.1807440Z * [new tag] v2.8.0-rc2 -> v2.8.0-rc2 2025-08-26T20:05:25.1807492Z * [new tag] v2.8.0-rc3 -> v2.8.0-rc3 2025-08-26T20:05:25.1807542Z * [new tag] v2.8.0-rc4 -> v2.8.0-rc4 2025-08-26T20:05:25.1807593Z * [new tag] v2.8.0-rc5 -> v2.8.0-rc5 2025-08-26T20:05:25.1807646Z * [new tag] v2.8.0-rc6 -> v2.8.0-rc6 2025-08-26T20:05:25.1807697Z * [new tag] v2.8.0-rc7 -> v2.8.0-rc7 2025-08-26T20:05:25.1807749Z * [new tag] v2.8.0-rc8 -> v2.8.0-rc8 2025-08-26T20:05:25.1807811Z * [new tag] whc_flight_1 -> whc_flight_1 2025-08-26T20:05:25.1807868Z * [new tag] whc_flight_2 -> whc_flight_2 2025-08-26T20:05:25.1807923Z * [new tag] whc_flight_4 -> whc_flight_4 2025-08-26T20:05:25.3470501Z [command]/usr/bin/git rev-parse --verify --quiet 262640fd220236042fbf4443cc163c8838c84c3d^{object} 2025-08-26T20:05:25.3492191Z 262640fd220236042fbf4443cc163c8838c84c3d 2025-08-26T20:05:25.3494982Z ##[endgroup] 2025-08-26T20:05:25.3495197Z ##[group]Determining the checkout info 2025-08-26T20:05:25.3495431Z ##[endgroup] 2025-08-26T20:05:25.3498430Z [command]/usr/bin/git sparse-checkout disable 2025-08-26T20:05:25.3520450Z [command]/usr/bin/git config --local --unset-all extensions.worktreeConfig 2025-08-26T20:05:25.3543912Z ##[group]Checking out the ref 2025-08-26T20:05:25.3545449Z [command]/usr/bin/git checkout --progress --force 262640fd220236042fbf4443cc163c8838c84c3d 2025-08-26T20:05:25.9735211Z Note: switching to '262640fd220236042fbf4443cc163c8838c84c3d'. 2025-08-26T20:05:25.9735663Z 2025-08-26T20:05:25.9735913Z You are in 'detached HEAD' state. You can look around, make experimental 2025-08-26T20:05:25.9736462Z changes and commit them, and you can discard any commits you make in this 2025-08-26T20:05:25.9737000Z state without impacting any branches by switching back to a branch. 2025-08-26T20:05:25.9737310Z 2025-08-26T20:05:25.9737532Z If you want to create a new branch to retain commits you create, you may 2025-08-26T20:05:25.9738058Z do so (now or later) by using -c with the switch command. Example: 2025-08-26T20:05:25.9738356Z 2025-08-26T20:05:25.9738487Z git switch -c 2025-08-26T20:05:25.9738710Z 2025-08-26T20:05:25.9738835Z Or undo this operation with: 2025-08-26T20:05:25.9739090Z 2025-08-26T20:05:25.9739186Z git switch - 2025-08-26T20:05:25.9739323Z 2025-08-26T20:05:25.9739572Z Turn off this advice by setting config variable advice.detachedHead to false 2025-08-26T20:05:25.9740076Z 2025-08-26T20:05:25.9740690Z HEAD is now at 262640fd220 [ROCm][CI] restore test_flex_attention tests (#161519) 2025-08-26T20:05:25.9820654Z ##[endgroup] 2025-08-26T20:05:25.9820905Z ##[group]Setting up auth for fetching submodules 2025-08-26T20:05:25.9825024Z [command]/usr/bin/git config --global http.https://github.com/.extraheader AUTHORIZATION: basic *** 2025-08-26T20:05:25.9863274Z [command]/usr/bin/git config --global --unset-all url.https://github.com/.insteadOf 2025-08-26T20:05:25.9885540Z [command]/usr/bin/git config --global --add url.https://github.com/.insteadOf git@github.com: 2025-08-26T20:05:25.9912421Z [command]/usr/bin/git config --global --add url.https://github.com/.insteadOf org-21003710@github.com: 2025-08-26T20:05:25.9935869Z ##[endgroup] 2025-08-26T20:05:25.9936087Z ##[group]Fetching submodules 2025-08-26T20:05:25.9938000Z [command]/usr/bin/git submodule sync --recursive 2025-08-26T20:05:26.0178059Z [command]/usr/bin/git -c protocol.version=2 submodule update --init --force --recursive 2025-08-26T20:05:26.0388487Z Submodule 'android/libs/fbjni' (https://github.com/facebookincubator/fbjni.git) registered for path 'android/libs/fbjni' 2025-08-26T20:05:26.0391492Z Submodule 'third_party/NNPACK_deps/FP16' (https://github.com/Maratyszcza/FP16.git) registered for path 'third_party/FP16' 2025-08-26T20:05:26.0393266Z Submodule 'third_party/NNPACK_deps/FXdiv' (https://github.com/Maratyszcza/FXdiv.git) registered for path 'third_party/FXdiv' 2025-08-26T20:05:26.0395250Z Submodule 'third_party/NNPACK' (https://github.com/Maratyszcza/NNPACK.git) registered for path 'third_party/NNPACK' 2025-08-26T20:05:26.0397059Z Submodule 'third_party/NVTX' (https://github.com/NVIDIA/NVTX.git) registered for path 'third_party/NVTX' 2025-08-26T20:05:26.0399072Z Submodule 'third_party/VulkanMemoryAllocator' (https://github.com/GPUOpen-LibrariesAndSDKs/VulkanMemoryAllocator.git) registered for path 'third_party/VulkanMemoryAllocator' 2025-08-26T20:05:26.0400984Z Submodule 'third_party/XNNPACK' (https://github.com/google/XNNPACK.git) registered for path 'third_party/XNNPACK' 2025-08-26T20:05:26.0404117Z Submodule 'third_party/aiter' (https://github.com/ROCm/aiter.git) registered for path 'third_party/aiter' 2025-08-26T20:05:26.0406197Z Submodule 'third_party/benchmark' (https://github.com/google/benchmark.git) registered for path 'third_party/benchmark' 2025-08-26T20:05:26.0408077Z Submodule 'third_party/composable_kernel' (https://github.com/ROCm/composable_kernel.git) registered for path 'third_party/composable_kernel' 2025-08-26T20:05:26.0410134Z Submodule 'third_party/cpp-httplib' (https://github.com/yhirose/cpp-httplib.git) registered for path 'third_party/cpp-httplib' 2025-08-26T20:05:26.0412255Z Submodule 'third_party/cpuinfo' (https://github.com/pytorch/cpuinfo.git) registered for path 'third_party/cpuinfo' 2025-08-26T20:05:26.0414164Z Submodule 'third_party/cudnn_frontend' (https://github.com/NVIDIA/cudnn-frontend.git) registered for path 'third_party/cudnn_frontend' 2025-08-26T20:05:26.0416070Z Submodule 'third_party/cutlass' (https://github.com/NVIDIA/cutlass.git) registered for path 'third_party/cutlass' 2025-08-26T20:05:26.0418016Z Submodule 'third_party/fbgemm' (https://github.com/pytorch/fbgemm) registered for path 'third_party/fbgemm' 2025-08-26T20:05:26.0420151Z Submodule 'third_party/flash-attention' (https://github.com/Dao-AILab/flash-attention.git) registered for path 'third_party/flash-attention' 2025-08-26T20:05:26.0422077Z Submodule 'third_party/flatbuffers' (https://github.com/google/flatbuffers.git) registered for path 'third_party/flatbuffers' 2025-08-26T20:05:26.0423836Z Submodule 'third_party/fmt' (https://github.com/fmtlib/fmt.git) registered for path 'third_party/fmt' 2025-08-26T20:05:26.0425817Z Submodule 'third_party/gemmlowp/gemmlowp' (https://github.com/google/gemmlowp.git) registered for path 'third_party/gemmlowp/gemmlowp' 2025-08-26T20:05:26.0427760Z Submodule 'third_party/gloo' (https://github.com/pytorch/gloo) registered for path 'third_party/gloo' 2025-08-26T20:05:26.0430245Z Submodule 'third_party/googletest' (https://github.com/google/googletest.git) registered for path 'third_party/googletest' 2025-08-26T20:05:26.0431958Z Submodule 'third_party/ideep' (https://github.com/intel/ideep) registered for path 'third_party/ideep' 2025-08-26T20:05:26.0433937Z Submodule 'third_party/ittapi' (https://github.com/intel/ittapi.git) registered for path 'third_party/ittapi' 2025-08-26T20:05:26.0435930Z Submodule 'third_party/kineto' (https://github.com/pytorch/kineto) registered for path 'third_party/kineto' 2025-08-26T20:05:26.0437927Z Submodule 'third_party/kleidiai' (https://github.com/ARM-software/kleidiai.git) registered for path 'third_party/kleidiai' 2025-08-26T20:05:26.0439952Z Submodule 'third_party/mimalloc' (https://github.com/microsoft/mimalloc.git) registered for path 'third_party/mimalloc' 2025-08-26T20:05:26.0442183Z Submodule 'third_party/nlohmann' (https://github.com/nlohmann/json.git) registered for path 'third_party/nlohmann' 2025-08-26T20:05:26.0444133Z Submodule 'third_party/onnx' (https://github.com/onnx/onnx.git) registered for path 'third_party/onnx' 2025-08-26T20:05:26.0446304Z Submodule 'third_party/opentelemetry-cpp' (https://github.com/open-telemetry/opentelemetry-cpp.git) registered for path 'third_party/opentelemetry-cpp' 2025-08-26T20:05:26.0448318Z Submodule 'third_party/pocketfft' (https://github.com/mreineck/pocketfft) registered for path 'third_party/pocketfft' 2025-08-26T20:05:26.0450571Z Submodule 'third_party/protobuf' (https://github.com/protocolbuffers/protobuf.git) registered for path 'third_party/protobuf' 2025-08-26T20:05:26.0457182Z Submodule 'third_party/NNPACK_deps/psimd' (https://github.com/Maratyszcza/psimd.git) registered for path 'third_party/psimd' 2025-08-26T20:05:26.0457577Z Submodule 'third_party/NNPACK_deps/pthreadpool' (https://github.com/Maratyszcza/pthreadpool.git) registered for path 'third_party/pthreadpool' 2025-08-26T20:05:26.0457956Z Submodule 'third_party/pybind11' (https://github.com/pybind/pybind11.git) registered for path 'third_party/pybind11' 2025-08-26T20:05:26.0459415Z Submodule 'third_party/python-peachpy' (https://github.com/malfet/PeachPy.git) registered for path 'third_party/python-peachpy' 2025-08-26T20:05:26.0461732Z Submodule 'third_party/sleef' (https://github.com/shibatch/sleef) registered for path 'third_party/sleef' 2025-08-26T20:05:26.0464142Z Submodule 'third_party/tensorpipe' (https://github.com/pytorch/tensorpipe.git) registered for path 'third_party/tensorpipe' 2025-08-26T20:05:26.0485306Z Cloning into '/home/runner/_work/pytorch/pytorch/android/libs/fbjni'... 2025-08-26T20:05:26.4293615Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/FXdiv'... 2025-08-26T20:05:26.4293868Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/psimd'... 2025-08-26T20:05:26.4301737Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/FP16'... 2025-08-26T20:05:26.4366697Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/NNPACK'... 2025-08-26T20:05:26.4375753Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/NVTX'... 2025-08-26T20:05:26.6178612Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/pthreadpool'... 2025-08-26T20:05:26.6179003Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/pocketfft'... 2025-08-26T20:05:26.6179354Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/python-peachpy'... 2025-08-26T20:05:26.6180008Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/gemmlowp/gemmlowp'... 2025-08-26T20:05:26.6180341Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/ideep'... 2025-08-26T20:05:26.6180648Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/benchmark'... 2025-08-26T20:05:26.6180951Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/gloo'... 2025-08-26T20:05:26.6950491Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/VulkanMemoryAllocator'... 2025-08-26T20:05:27.8894681Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/tensorpipe'... 2025-08-26T20:05:27.8895602Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/kleidiai'... 2025-08-26T20:05:27.8895950Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/ittapi'... 2025-08-26T20:05:27.8896277Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/flash-attention'... 2025-08-26T20:05:27.8896616Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/cpp-httplib'... 2025-08-26T20:05:27.8896926Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/cpuinfo'... 2025-08-26T20:05:27.8897194Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/sleef'... 2025-08-26T20:05:27.8897426Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/mimalloc'... 2025-08-26T20:05:27.8897861Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/pybind11'... 2025-08-26T20:05:27.8898167Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/googletest'... 2025-08-26T20:05:27.8905437Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/cudnn_frontend'... 2025-08-26T20:05:27.8905787Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/kineto'... 2025-08-26T20:05:27.9226841Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/XNNPACK'... 2025-08-26T20:05:34.9012356Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/fmt'... 2025-08-26T20:05:34.9012832Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/flatbuffers'... 2025-08-26T20:05:34.9013235Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/fbgemm'... 2025-08-26T20:05:34.9013603Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/cutlass'... 2025-08-26T20:05:34.9013969Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/onnx'... 2025-08-26T20:05:34.9022642Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/composable_kernel'... 2025-08-26T20:05:34.9022987Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/aiter'... 2025-08-26T20:05:34.9023319Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp'... 2025-08-26T20:05:34.9023670Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/nlohmann'... 2025-08-26T20:05:34.9023987Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/protobuf'... 2025-08-26T20:05:34.9123893Z Submodule path 'android/libs/fbjni': checked out '7e1e1fe3858c63c251c637ae41a20de425dde96f' 2025-08-26T20:05:34.9229865Z Submodule path 'third_party/FP16': checked out '4dfe081cf6bcd15db339cf2680b9281b8451eeb3' 2025-08-26T20:05:34.9297276Z Submodule path 'third_party/FXdiv': checked out 'b408327ac2a15ec3e43352421954f5b1967701d1' 2025-08-26T20:05:34.9446054Z Submodule path 'third_party/NNPACK': checked out 'c07e3a0400713d546e0dea2d5466dd22ea389c73' 2025-08-26T20:05:34.9891685Z Submodule path 'third_party/NVTX': checked out '2942f167cc30c5e3a44a2aecd5b0d9c07ff61a07' 2025-08-26T20:05:35.0201558Z Submodule path 'third_party/VulkanMemoryAllocator': checked out '1d8f600fd424278486eade7ed3e877c99f0846b1' 2025-08-26T20:05:35.3479007Z Submodule path 'third_party/XNNPACK': checked out '51a0103656eff6fc9bfd39a4597923c4b542c883' 2025-08-26T20:05:35.4281666Z Submodule path 'third_party/aiter': checked out '01aae101b9e5e94d6c16a9514c9fb8df99c93150' 2025-08-26T20:05:35.4300897Z Submodule '3rdparty/composable_kernel' (https://github.com/ROCm/composable_kernel.git) registered for path 'third_party/aiter/3rdparty/composable_kernel' 2025-08-26T20:05:35.4333269Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/aiter/3rdparty/composable_kernel'... 2025-08-26T20:05:38.2757313Z Submodule path 'third_party/aiter/3rdparty/composable_kernel': checked out 'cffe8fa2a442ac8e80dd236a1a5d24fe3d7e0cbf' 2025-08-26T20:05:38.2909604Z Submodule path 'third_party/benchmark': checked out '299e5928955cc62af9968370293b916f5130916f' 2025-08-26T20:05:38.4376829Z Submodule path 'third_party/composable_kernel': checked out '7fe50dc3da2069d6645d9deb8c017a876472a977' 2025-08-26T20:05:38.4722193Z Submodule path 'third_party/cpp-httplib': checked out '3af7f2c16147f3fbc6e4d717032daf505dc1652c' 2025-08-26T20:05:38.5289824Z Submodule path 'third_party/cpuinfo': checked out '5e3d2445e6a84d9599bee2bf78edbb4d80865e1d' 2025-08-26T20:05:38.5534053Z Submodule path 'third_party/cudnn_frontend': checked out 'f937055efc6d414d11f4c6577e3977fe74f35fb6' 2025-08-26T20:05:38.8512184Z Submodule path 'third_party/cutlass': checked out 'e51efbfe18fe4f4cbb66ab814c55bf4aa0185491' 2025-08-26T20:05:38.9221417Z Submodule path 'third_party/fbgemm': checked out '21c7d30c526c0f1ad873ecc632dca6cfa8a69067' 2025-08-26T20:05:38.9240791Z Submodule 'external/asmjit' (https://github.com/asmjit/asmjit.git) registered for path 'third_party/fbgemm/external/asmjit' 2025-08-26T20:05:38.9241475Z Submodule 'external/composable_kernel' (https://github.com/jwfromm/composable_kernel.git) registered for path 'third_party/fbgemm/external/composable_kernel' 2025-08-26T20:05:38.9243335Z Submodule 'external/cpuinfo' (https://github.com/pytorch/cpuinfo) registered for path 'third_party/fbgemm/external/cpuinfo' 2025-08-26T20:05:38.9246456Z Submodule 'external/cutlass' (https://github.com/jwfromm/cutlass) registered for path 'third_party/fbgemm/external/cutlass' 2025-08-26T20:05:38.9247576Z Submodule 'external/googletest' (https://github.com/google/googletest) registered for path 'third_party/fbgemm/external/googletest' 2025-08-26T20:05:38.9256700Z Submodule 'external/hipify_torch' (https://github.com/ROCmSoftwarePlatform/hipify_torch.git) registered for path 'third_party/fbgemm/external/hipify_torch' 2025-08-26T20:05:38.9257579Z Submodule 'external/json' (https://github.com/nlohmann/json.git) registered for path 'third_party/fbgemm/external/json' 2025-08-26T20:05:38.9273724Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/fbgemm/external/asmjit'... 2025-08-26T20:05:39.9966397Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/fbgemm/external/hipify_torch'... 2025-08-26T20:05:39.9966707Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/fbgemm/external/cpuinfo'... 2025-08-26T20:05:39.9966960Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/fbgemm/external/googletest'... 2025-08-26T20:05:39.9967256Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/fbgemm/external/composable_kernel'... 2025-08-26T20:05:40.0966424Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/fbgemm/external/cutlass'... 2025-08-26T20:05:40.3614465Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/fbgemm/external/json'... 2025-08-26T20:05:42.2651132Z Submodule path 'third_party/fbgemm/external/asmjit': checked out 'a3199e8857792cd10b7589ff5d58343d2c9008ea' 2025-08-26T20:05:42.3808717Z Submodule path 'third_party/fbgemm/external/composable_kernel': checked out 'b1281b8b08d973a7064f864f47eeb30f3e2596e9' 2025-08-26T20:05:42.4375425Z Submodule path 'third_party/fbgemm/external/cpuinfo': checked out '6543fec09b2f04ac4a666882998b534afc9c1349' 2025-08-26T20:05:42.7344180Z Submodule path 'third_party/fbgemm/external/cutlass': checked out 'b40777404c174b9694a870bff5c13ce6b7f656ad' 2025-08-26T20:05:42.7582214Z Submodule path 'third_party/fbgemm/external/googletest': checked out '52eb8108c5bdec04579160ae17225d66034bd723' 2025-08-26T20:05:42.7672373Z Submodule path 'third_party/fbgemm/external/hipify_torch': checked out 'a4337c69fe0e2552a7b7b0669178926beeed828c' 2025-08-26T20:05:42.8238284Z Submodule path 'third_party/fbgemm/external/json': checked out '9cca280a4d0ccf0c08f47a99aa71d1b0e52f8d03' 2025-08-26T20:05:42.8614707Z Submodule path 'third_party/flash-attention': checked out '979702c87a8713a8e0a5e9fee122b90d2ef13be5' 2025-08-26T20:05:42.8627899Z Submodule 'csrc/composable_kernel' (https://github.com/ROCm/composable_kernel.git) registered for path 'third_party/flash-attention/csrc/composable_kernel' 2025-08-26T20:05:42.8637836Z Submodule 'csrc/cutlass' (https://github.com/NVIDIA/cutlass.git) registered for path 'third_party/flash-attention/csrc/cutlass' 2025-08-26T20:05:42.8668047Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/flash-attention/csrc/composable_kernel'... 2025-08-26T20:05:45.5327164Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/flash-attention/csrc/cutlass'... 2025-08-26T20:05:45.6447040Z Submodule path 'third_party/flash-attention/csrc/composable_kernel': checked out '888317e698e9803c62bd38568abc9e05d7709f33' 2025-08-26T20:05:45.9219533Z Submodule path 'third_party/flash-attention/csrc/cutlass': checked out 'c506e16788cb08416a4a57e11a9067beeee29420' 2025-08-26T20:05:45.9919442Z Submodule path 'third_party/flatbuffers': checked out 'a2cd1ea3b6d3fee220106b5fed3f7ce8da9eb757' 2025-08-26T20:05:46.0125430Z Submodule path 'third_party/fmt': checked out '40626af88bd7df9a5fb80be7b25ac85b122d6c21' 2025-08-26T20:05:46.0341204Z Submodule path 'third_party/gemmlowp/gemmlowp': checked out '3fb5c176c17c765a3492cd2f0321b0dab712f350' 2025-08-26T20:05:46.0488953Z Submodule path 'third_party/gloo': checked out 'c7b7b022c124d9643957d9bd55f57ac59fce8fa2' 2025-08-26T20:05:46.0746720Z Submodule path 'third_party/googletest': checked out '52eb8108c5bdec04579160ae17225d66034bd723' 2025-08-26T20:05:46.0835313Z Submodule path 'third_party/ideep': checked out '719d8e6cd7f7a0e01b155657526d693acf97c2b3' 2025-08-26T20:05:46.0862555Z Submodule 'mkl-dnn' (https://github.com/intel/mkl-dnn.git) registered for path 'third_party/ideep/mkl-dnn' 2025-08-26T20:05:46.0889289Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/ideep/mkl-dnn'... 2025-08-26T20:05:54.1137644Z Submodule path 'third_party/ideep/mkl-dnn': checked out '8d263e693366ef8db40acc569cc7d8edf644556d' 2025-08-26T20:05:54.1286078Z Submodule path 'third_party/ittapi': checked out 'dec1d23ca65ab069d225dfe40dea14f455170959' 2025-08-26T20:05:54.1810416Z Submodule path 'third_party/kineto': checked out '5e7501833f1021ce6f618572d3baf657b6319658' 2025-08-26T20:05:54.1822979Z Submodule 'libkineto/third_party/dynolog' (https://github.com/facebookincubator/dynolog.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog' 2025-08-26T20:05:54.1823509Z Submodule 'libkineto/third_party/fmt' (https://github.com/fmtlib/fmt.git) registered for path 'third_party/kineto/libkineto/third_party/fmt' 2025-08-26T20:05:54.1826104Z Submodule 'libkineto/third_party/googletest' (https://github.com/google/googletest.git) registered for path 'third_party/kineto/libkineto/third_party/googletest' 2025-08-26T20:05:54.1855043Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog'... 2025-08-26T20:05:54.8618236Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/fmt'... 2025-08-26T20:05:55.1890979Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/googletest'... 2025-08-26T20:05:55.2344557Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog': checked out '7d04a0053a845370ae06ce317a22a48e9edcc74e' 2025-08-26T20:05:55.2362488Z Submodule 'third_party/DCGM' (https://github.com/NVIDIA/DCGM.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-08-26T20:05:55.2365449Z Submodule 'third_party/cpr' (https://github.com/libcpr/cpr.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-08-26T20:05:55.2373255Z Submodule 'third_party/fmt' (https://github.com/fmtlib/fmt.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-08-26T20:05:55.2374008Z Submodule 'third_party/gflags' (https://github.com/gflags/gflags.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-08-26T20:05:55.2374740Z Submodule 'third_party/glog' (https://github.com/google/glog.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-08-26T20:05:55.2375508Z Submodule 'third_party/googletest' (https://github.com/google/googletest.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-08-26T20:05:55.2376197Z Submodule 'third_party/json' (https://github.com/nlohmann/json.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-08-26T20:05:55.2379531Z Submodule 'third_party/pfs' (https://github.com/dtrugman/pfs.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-08-26T20:05:55.2403572Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM'... 2025-08-26T20:05:56.4204383Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/pfs'... 2025-08-26T20:05:56.4205451Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/gflags'... 2025-08-26T20:05:56.4215776Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/cpr'... 2025-08-26T20:05:56.4216353Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/glog'... 2025-08-26T20:05:56.4216700Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/googletest'... 2025-08-26T20:05:56.4217033Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/fmt'... 2025-08-26T20:05:56.5203866Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/json'... 2025-08-26T20:05:58.6199031Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM': checked out 'ffde4e54bc7249a6039a5e6b45b395141e1217f9' 2025-08-26T20:05:58.6320709Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr': checked out '871ed52d350214a034f6ef8a3b8f51c5ce1bd400' 2025-08-26T20:05:58.6541506Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt': checked out 'cd4af11efc9c622896a3e4cb599fa28668ca3d05' 2025-08-26T20:05:58.6625874Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags': checked out 'e171aa2d15ed9eb17054558e0b3a6a413bb01067' 2025-08-26T20:05:58.6642905Z Submodule 'doc' (https://github.com/gflags/gflags.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-08-26T20:05:58.6666117Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc'... 2025-08-26T20:05:59.0685804Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc': checked out '8411df715cf522606e3b1aca386ddfc0b63d34b4' 2025-08-26T20:05:59.0800956Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog': checked out 'b33e3bad4c46c8a6345525fd822af355e5ef9446' 2025-08-26T20:05:59.1033642Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest': checked out '58d77fa8070e8cec2dc1ed015d66b454c8d78850' 2025-08-26T20:05:59.1559841Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/json': checked out '4f8fba14066156b73f1189a2b8bd568bde5284c5' 2025-08-26T20:05:59.1669820Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs': checked out 'f68a2fa8ea36c783bdd760371411fcb495aa3150' 2025-08-26T20:05:59.1878043Z Submodule path 'third_party/kineto/libkineto/third_party/fmt': checked out '0041a40c1350ba702d475b9c4ad62da77caea164' 2025-08-26T20:05:59.2205418Z Submodule path 'third_party/kineto/libkineto/third_party/googletest': checked out '7aca84427f224eeed3144123d5230d5871e93347' 2025-08-26T20:05:59.2448219Z Submodule path 'third_party/kleidiai': checked out 'cca02c2f69dd18e1f12647c1c0bdc8cf90e680c7' 2025-08-26T20:05:59.2672695Z Submodule path 'third_party/mimalloc': checked out 'fbd8b99c2b828428947d70fdc046bb55609be93e' 2025-08-26T20:05:59.3255939Z Submodule path 'third_party/nlohmann': checked out '55f93686c01528224f448c19128836e7df245f72' 2025-08-26T20:05:59.5054472Z Submodule path 'third_party/onnx': checked out 'e709452ef2bbc1d113faf678c24e6d3467696e83' 2025-08-26T20:05:59.5083758Z Submodule 'third_party/pybind11' (https://github.com/pybind/pybind11.git) registered for path 'third_party/onnx/third_party/pybind11' 2025-08-26T20:05:59.5109821Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/onnx/third_party/pybind11'... 2025-08-26T20:06:00.3800051Z Submodule path 'third_party/onnx/third_party/pybind11': checked out 'a2e59f0e7065404b44dfe92a28aca47ba1378dc4' 2025-08-26T20:06:00.4151657Z Submodule path 'third_party/opentelemetry-cpp': checked out 'a799f4aed9c94b765dcdaabaeab7d5e7e2310878' 2025-08-26T20:06:00.4173786Z Submodule 'third_party/benchmark' (https://github.com/google/benchmark) registered for path 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-08-26T20:06:00.4175408Z Submodule 'third_party/googletest' (https://github.com/google/googletest) registered for path 'third_party/opentelemetry-cpp/third_party/googletest' 2025-08-26T20:06:00.4177006Z Submodule 'third_party/ms-gsl' (https://github.com/microsoft/GSL) registered for path 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-08-26T20:06:00.4186247Z Submodule 'third_party/nlohmann-json' (https://github.com/nlohmann/json) registered for path 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-08-26T20:06:00.4187060Z Submodule 'third_party/opentelemetry-proto' (https://github.com/open-telemetry/opentelemetry-proto) registered for path 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-08-26T20:06:00.4187836Z Submodule 'third_party/opentracing-cpp' (https://github.com/opentracing/opentracing-cpp.git) registered for path 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-08-26T20:06:00.4188555Z Submodule 'third_party/prometheus-cpp' (https://github.com/jupp0r/prometheus-cpp) registered for path 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-08-26T20:06:00.4189356Z Submodule 'tools/vcpkg' (https://github.com/Microsoft/vcpkg) registered for path 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-08-26T20:06:00.4215793Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/third_party/benchmark'... 2025-08-26T20:06:00.9421066Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/third_party/opentracing-cpp'... 2025-08-26T20:06:00.9421451Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/third_party/opentelemetry-proto'... 2025-08-26T20:06:00.9421761Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/third_party/ms-gsl'... 2025-08-26T20:06:00.9422136Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/third_party/prometheus-cpp'... 2025-08-26T20:06:01.0426857Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/third_party/googletest'... 2025-08-26T20:06:01.3158409Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/third_party/nlohmann-json'... 2025-08-26T20:06:03.8017628Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/tools/vcpkg'... 2025-08-26T20:06:05.4572010Z Submodule path 'third_party/opentelemetry-cpp/third_party/benchmark': checked out 'd572f4777349d43653b21d6c2fc63020ab326db2' 2025-08-26T20:06:05.4801248Z Submodule path 'third_party/opentelemetry-cpp/third_party/googletest': checked out 'b796f7d44681514f58a683a3a71ff17c94edb0c1' 2025-08-26T20:06:05.4899521Z Submodule path 'third_party/opentelemetry-cpp/third_party/ms-gsl': checked out '6f4529395c5b7c2d661812257cd6780c67e54afa' 2025-08-26T20:06:05.5450631Z Submodule path 'third_party/opentelemetry-cpp/third_party/nlohmann-json': checked out 'bc889afb4c5bf1c0d8ee29ef35eaaf4c8bef8a5d' 2025-08-26T20:06:05.5529108Z Submodule path 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto': checked out '4ca4f0335c63cda7ab31ea7ed70d6553aee14dce' 2025-08-26T20:06:05.5611017Z Submodule path 'third_party/opentelemetry-cpp/third_party/opentracing-cpp': checked out '06b57f48ded1fa3bdd3d4346f6ef29e40e08eaf5' 2025-08-26T20:06:05.5714239Z Submodule path 'third_party/opentelemetry-cpp/third_party/prometheus-cpp': checked out 'c9ffcdda9086ffd9e1283ea7a0276d831f3c8a8d' 2025-08-26T20:06:05.5721928Z Submodule 'civetweb' (https://github.com/civetweb/civetweb.git) registered for path 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-08-26T20:06:05.5722518Z Submodule 'googletest' (https://github.com/google/googletest.git) registered for path 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-08-26T20:06:05.5738599Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb'... 2025-08-26T20:06:06.8751043Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest'... 2025-08-26T20:06:07.0114140Z Submodule path 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb': checked out 'eefb26f82b233268fc98577d265352720d477ba4' 2025-08-26T20:06:07.0370791Z Submodule path 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest': checked out 'e2239ee6043f73722e7aa812a459f54a28552929' 2025-08-26T20:06:07.2517708Z Submodule path 'third_party/opentelemetry-cpp/tools/vcpkg': checked out '8eb57355a4ffb410a2e94c07b4dca2dffbee8e50' 2025-08-26T20:06:07.2618977Z Submodule path 'third_party/pocketfft': checked out '0fa0ef591e38c2758e3184c6c23e497b9f732ffa' 2025-08-26T20:06:07.4151405Z Submodule path 'third_party/protobuf': checked out 'd1eca4e4b421cd2997495c4b4e65cea6be4e9b8a' 2025-08-26T20:06:07.4192193Z Submodule 'third_party/benchmark' (https://github.com/google/benchmark.git) registered for path 'third_party/protobuf/third_party/benchmark' 2025-08-26T20:06:07.4192817Z Submodule 'third_party/googletest' (https://github.com/google/googletest.git) registered for path 'third_party/protobuf/third_party/googletest' 2025-08-26T20:06:07.4212565Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/protobuf/third_party/benchmark'... 2025-08-26T20:06:08.0870640Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/protobuf/third_party/googletest'... 2025-08-26T20:06:08.4690978Z Submodule path 'third_party/protobuf/third_party/benchmark': checked out '5b7683f49e1e9223cf9927b24f6fd3d6bd82e3f8' 2025-08-26T20:06:08.5076827Z Submodule path 'third_party/protobuf/third_party/googletest': checked out '5ec7f0c4a113e2f18ac2c6cc7df51ad6afc24081' 2025-08-26T20:06:08.5178948Z Submodule path 'third_party/psimd': checked out '072586a71b55b7f8c584153d223e95687148a900' 2025-08-26T20:06:08.5281246Z Submodule path 'third_party/pthreadpool': checked out '4fe0e1e183925bf8cfa6aae24237e724a96479b8' 2025-08-26T20:06:08.5506899Z Submodule path 'third_party/pybind11': checked out 'f5fbe867d2d26e4a0a9177a51f6e568868ad3dc8' 2025-08-26T20:06:08.5681144Z Submodule path 'third_party/python-peachpy': checked out 'f45429b087dd7d5bc78bb40dc7cf06425c252d67' 2025-08-26T20:06:08.5928748Z Submodule path 'third_party/sleef': checked out '5a1d179df9cf652951b59010a2d2075372d67f68' 2025-08-26T20:06:08.6079794Z Submodule path 'third_party/tensorpipe': checked out 'af0118d13e52f5a08841464a768e01a0bf3e3075' 2025-08-26T20:06:08.6094260Z Submodule 'third_party/googletest' (https://github.com/google/googletest.git) registered for path 'third_party/tensorpipe/third_party/googletest' 2025-08-26T20:06:08.6095124Z Submodule 'third_party/libnop' (https://github.com/google/libnop.git) registered for path 'third_party/tensorpipe/third_party/libnop' 2025-08-26T20:06:08.6096924Z Submodule 'third_party/libuv' (https://github.com/libuv/libuv.git) registered for path 'third_party/tensorpipe/third_party/libuv' 2025-08-26T20:06:08.6100945Z Submodule 'third_party/pybind11' (https://github.com/pybind/pybind11.git) registered for path 'third_party/tensorpipe/third_party/pybind11' 2025-08-26T20:06:08.6129856Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/tensorpipe/third_party/googletest'... 2025-08-26T20:06:09.8015354Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/tensorpipe/third_party/libnop'... 2025-08-26T20:06:09.8016162Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/tensorpipe/third_party/pybind11'... 2025-08-26T20:06:09.8016598Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/tensorpipe/third_party/libuv'... 2025-08-26T20:06:09.8346236Z Submodule path 'third_party/tensorpipe/third_party/googletest': checked out 'aee0f9d9b5b87796ee8a0ab26b7587ec30e8858e' 2025-08-26T20:06:09.8459974Z Submodule path 'third_party/tensorpipe/third_party/libnop': checked out '910b55815be16109f04f4180e9adee14fb4ce281' 2025-08-26T20:06:09.8847994Z Submodule path 'third_party/tensorpipe/third_party/libuv': checked out '5152db2cbfeb5582e9c27c5ea1dba2cd9e10759b' 2025-08-26T20:06:09.9015199Z Submodule path 'third_party/tensorpipe/third_party/pybind11': checked out 'a23996fce38ff6ccfbcdc09f1e63f2c4be5ea2ef' 2025-08-26T20:06:09.9040296Z Submodule 'tools/clang' (https://github.com/wjakob/clang-cindex-python3) registered for path 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-08-26T20:06:09.9059636Z Cloning into '/home/runner/_work/pytorch/pytorch/third_party/tensorpipe/third_party/pybind11/tools/clang'... 2025-08-26T20:06:10.2272861Z Submodule path 'third_party/tensorpipe/third_party/pybind11/tools/clang': checked out '6a00cbc4a9b8e68b71caf7f774b3f9c753ae84d5' 2025-08-26T20:06:10.2316141Z [command]/usr/bin/git submodule foreach --recursive git config --local gc.auto 0 2025-08-26T20:06:10.2551696Z Entering 'android/libs/fbjni' 2025-08-26T20:06:10.2583315Z Entering 'third_party/FP16' 2025-08-26T20:06:10.2616199Z Entering 'third_party/FXdiv' 2025-08-26T20:06:10.2642653Z Entering 'third_party/NNPACK' 2025-08-26T20:06:10.2679978Z Entering 'third_party/NVTX' 2025-08-26T20:06:10.2712207Z Entering 'third_party/VulkanMemoryAllocator' 2025-08-26T20:06:10.2741143Z Entering 'third_party/XNNPACK' 2025-08-26T20:06:10.2770962Z Entering 'third_party/aiter' 2025-08-26T20:06:10.2803802Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-08-26T20:06:10.2844756Z Entering 'third_party/benchmark' 2025-08-26T20:06:10.2875121Z Entering 'third_party/composable_kernel' 2025-08-26T20:06:10.2901168Z Entering 'third_party/cpp-httplib' 2025-08-26T20:06:10.2929202Z Entering 'third_party/cpuinfo' 2025-08-26T20:06:10.2950216Z Entering 'third_party/cudnn_frontend' 2025-08-26T20:06:10.2977773Z Entering 'third_party/cutlass' 2025-08-26T20:06:10.3013449Z Entering 'third_party/fbgemm' 2025-08-26T20:06:10.3049928Z Entering 'third_party/fbgemm/external/asmjit' 2025-08-26T20:06:10.3071280Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-08-26T20:06:10.3097067Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-08-26T20:06:10.3120092Z Entering 'third_party/fbgemm/external/cutlass' 2025-08-26T20:06:10.3146449Z Entering 'third_party/fbgemm/external/googletest' 2025-08-26T20:06:10.3173654Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-08-26T20:06:10.3211776Z Entering 'third_party/fbgemm/external/json' 2025-08-26T20:06:10.3234150Z Entering 'third_party/flash-attention' 2025-08-26T20:06:10.3261900Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-08-26T20:06:10.3285843Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-08-26T20:06:10.3315946Z Entering 'third_party/flatbuffers' 2025-08-26T20:06:10.3340788Z Entering 'third_party/fmt' 2025-08-26T20:06:10.3365091Z Entering 'third_party/gemmlowp/gemmlowp' 2025-08-26T20:06:10.3387678Z Entering 'third_party/gloo' 2025-08-26T20:06:10.3417803Z Entering 'third_party/googletest' 2025-08-26T20:06:10.3442280Z Entering 'third_party/ideep' 2025-08-26T20:06:10.3466593Z Entering 'third_party/ideep/mkl-dnn' 2025-08-26T20:06:10.3493290Z Entering 'third_party/ittapi' 2025-08-26T20:06:10.3523366Z Entering 'third_party/kineto' 2025-08-26T20:06:10.3562750Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-08-26T20:06:10.3593401Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-08-26T20:06:10.3633658Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-08-26T20:06:10.3668996Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-08-26T20:06:10.3694597Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-08-26T20:06:10.3724462Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-08-26T20:06:10.3757922Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-08-26T20:06:10.3788094Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-08-26T20:06:10.3821509Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-08-26T20:06:10.3851260Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-08-26T20:06:10.3890188Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-08-26T20:06:10.3921150Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-08-26T20:06:10.3958761Z Entering 'third_party/kleidiai' 2025-08-26T20:06:10.3976303Z Entering 'third_party/mimalloc' 2025-08-26T20:06:10.3999976Z Entering 'third_party/nlohmann' 2025-08-26T20:06:10.4024365Z Entering 'third_party/onnx' 2025-08-26T20:06:10.4057945Z Entering 'third_party/onnx/third_party/pybind11' 2025-08-26T20:06:10.4082881Z Entering 'third_party/opentelemetry-cpp' 2025-08-26T20:06:10.4105177Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-08-26T20:06:10.4130139Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-08-26T20:06:10.4155129Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-08-26T20:06:10.4174525Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-08-26T20:06:10.4196236Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-08-26T20:06:10.4217911Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-08-26T20:06:10.4246374Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-08-26T20:06:10.4273716Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-08-26T20:06:10.4300024Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-08-26T20:06:10.4322582Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-08-26T20:06:10.4357845Z Entering 'third_party/pocketfft' 2025-08-26T20:06:10.4380022Z Entering 'third_party/protobuf' 2025-08-26T20:06:10.4407036Z Entering 'third_party/protobuf/third_party/benchmark' 2025-08-26T20:06:10.4431201Z Entering 'third_party/protobuf/third_party/googletest' 2025-08-26T20:06:10.4454131Z Entering 'third_party/psimd' 2025-08-26T20:06:10.4481633Z Entering 'third_party/pthreadpool' 2025-08-26T20:06:10.4507859Z Entering 'third_party/pybind11' 2025-08-26T20:06:10.4531902Z Entering 'third_party/python-peachpy' 2025-08-26T20:06:10.4557018Z Entering 'third_party/sleef' 2025-08-26T20:06:10.4580400Z Entering 'third_party/tensorpipe' 2025-08-26T20:06:10.4602129Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-08-26T20:06:10.4622569Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-08-26T20:06:10.4646214Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-08-26T20:06:10.4673629Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-08-26T20:06:10.4696002Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-08-26T20:06:10.4743743Z ##[endgroup] 2025-08-26T20:06:10.4744033Z ##[group]Persisting credentials for submodules 2025-08-26T20:06:10.4750314Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'url\.https\:\/\/github\.com\/\.insteadOf' && git config --local --unset-all 'url.https://github.com/.insteadOf' || :" 2025-08-26T20:06:10.4999248Z Entering 'android/libs/fbjni' 2025-08-26T20:06:10.5033015Z Entering 'third_party/FP16' 2025-08-26T20:06:10.5080486Z Entering 'third_party/FXdiv' 2025-08-26T20:06:10.5110361Z Entering 'third_party/NNPACK' 2025-08-26T20:06:10.5153762Z Entering 'third_party/NVTX' 2025-08-26T20:06:10.5191203Z Entering 'third_party/VulkanMemoryAllocator' 2025-08-26T20:06:10.5238451Z Entering 'third_party/XNNPACK' 2025-08-26T20:06:10.5288539Z Entering 'third_party/aiter' 2025-08-26T20:06:10.5326397Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-08-26T20:06:10.5370354Z Entering 'third_party/benchmark' 2025-08-26T20:06:10.5411009Z Entering 'third_party/composable_kernel' 2025-08-26T20:06:10.5449256Z Entering 'third_party/cpp-httplib' 2025-08-26T20:06:10.5489445Z Entering 'third_party/cpuinfo' 2025-08-26T20:06:10.5526724Z Entering 'third_party/cudnn_frontend' 2025-08-26T20:06:10.5570423Z Entering 'third_party/cutlass' 2025-08-26T20:06:10.5605438Z Entering 'third_party/fbgemm' 2025-08-26T20:06:10.5639373Z Entering 'third_party/fbgemm/external/asmjit' 2025-08-26T20:06:10.5682322Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-08-26T20:06:10.5715694Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-08-26T20:06:10.5751594Z Entering 'third_party/fbgemm/external/cutlass' 2025-08-26T20:06:10.5797140Z Entering 'third_party/fbgemm/external/googletest' 2025-08-26T20:06:10.5835388Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-08-26T20:06:10.5875620Z Entering 'third_party/fbgemm/external/json' 2025-08-26T20:06:10.5906690Z Entering 'third_party/flash-attention' 2025-08-26T20:06:10.5956921Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-08-26T20:06:10.5989413Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-08-26T20:06:10.6030136Z Entering 'third_party/flatbuffers' 2025-08-26T20:06:10.6067334Z Entering 'third_party/fmt' 2025-08-26T20:06:10.6103876Z Entering 'third_party/gemmlowp/gemmlowp' 2025-08-26T20:06:10.6139546Z Entering 'third_party/gloo' 2025-08-26T20:06:10.6175779Z Entering 'third_party/googletest' 2025-08-26T20:06:10.6210715Z Entering 'third_party/ideep' 2025-08-26T20:06:10.6247467Z Entering 'third_party/ideep/mkl-dnn' 2025-08-26T20:06:10.6283446Z Entering 'third_party/ittapi' 2025-08-26T20:06:10.6320902Z Entering 'third_party/kineto' 2025-08-26T20:06:10.6355416Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-08-26T20:06:10.6386015Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-08-26T20:06:10.6415422Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-08-26T20:06:10.6440514Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-08-26T20:06:10.6471775Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-08-26T20:06:10.6498341Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-08-26T20:06:10.6532634Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-08-26T20:06:10.6562388Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-08-26T20:06:10.6598019Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-08-26T20:06:10.6627685Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-08-26T20:06:10.6669956Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-08-26T20:06:10.6705271Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-08-26T20:06:10.6734102Z Entering 'third_party/kleidiai' 2025-08-26T20:06:10.6765462Z Entering 'third_party/mimalloc' 2025-08-26T20:06:10.6799665Z Entering 'third_party/nlohmann' 2025-08-26T20:06:10.6832354Z Entering 'third_party/onnx' 2025-08-26T20:06:10.6878655Z Entering 'third_party/onnx/third_party/pybind11' 2025-08-26T20:06:10.6913524Z Entering 'third_party/opentelemetry-cpp' 2025-08-26T20:06:10.6952270Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-08-26T20:06:10.6994738Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-08-26T20:06:10.7038899Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-08-26T20:06:10.7072833Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-08-26T20:06:10.7100490Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-08-26T20:06:10.7130056Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-08-26T20:06:10.7159452Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-08-26T20:06:10.7185309Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-08-26T20:06:10.7215543Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-08-26T20:06:10.7250779Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-08-26T20:06:10.7292573Z Entering 'third_party/pocketfft' 2025-08-26T20:06:10.7319837Z Entering 'third_party/protobuf' 2025-08-26T20:06:10.7349566Z Entering 'third_party/protobuf/third_party/benchmark' 2025-08-26T20:06:10.7382662Z Entering 'third_party/protobuf/third_party/googletest' 2025-08-26T20:06:10.7415500Z Entering 'third_party/psimd' 2025-08-26T20:06:10.7447997Z Entering 'third_party/pthreadpool' 2025-08-26T20:06:10.7482139Z Entering 'third_party/pybind11' 2025-08-26T20:06:10.7519317Z Entering 'third_party/python-peachpy' 2025-08-26T20:06:10.7556593Z Entering 'third_party/sleef' 2025-08-26T20:06:10.7592876Z Entering 'third_party/tensorpipe' 2025-08-26T20:06:10.7619179Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-08-26T20:06:10.7649549Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-08-26T20:06:10.7674547Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-08-26T20:06:10.7699106Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-08-26T20:06:10.7723081Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-08-26T20:06:10.7779042Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local 'http.https://github.com/.extraheader' 'AUTHORIZATION: basic ***' && git config --local --show-origin --name-only --get-regexp remote.origin.url" 2025-08-26T20:06:10.7964787Z Entering 'android/libs/fbjni' 2025-08-26T20:06:10.8011100Z file:/home/runner/_work/pytorch/pytorch/.git/modules/android/libs/fbjni/config remote.origin.url 2025-08-26T20:06:10.8025275Z Entering 'third_party/FP16' 2025-08-26T20:06:10.8052377Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/NNPACK_deps/FP16/config remote.origin.url 2025-08-26T20:06:10.8069795Z Entering 'third_party/FXdiv' 2025-08-26T20:06:10.8098613Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/NNPACK_deps/FXdiv/config remote.origin.url 2025-08-26T20:06:10.8113929Z Entering 'third_party/NNPACK' 2025-08-26T20:06:10.8136847Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/NNPACK/config remote.origin.url 2025-08-26T20:06:10.8150220Z Entering 'third_party/NVTX' 2025-08-26T20:06:10.8179991Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/NVTX/config remote.origin.url 2025-08-26T20:06:10.8194056Z Entering 'third_party/VulkanMemoryAllocator' 2025-08-26T20:06:10.8227073Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/VulkanMemoryAllocator/config remote.origin.url 2025-08-26T20:06:10.8239863Z Entering 'third_party/XNNPACK' 2025-08-26T20:06:10.8268957Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/XNNPACK/config remote.origin.url 2025-08-26T20:06:10.8288217Z Entering 'third_party/aiter' 2025-08-26T20:06:10.8315533Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/aiter/config remote.origin.url 2025-08-26T20:06:10.8326603Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-08-26T20:06:10.8353556Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/aiter/modules/3rdparty/composable_kernel/config remote.origin.url 2025-08-26T20:06:10.8367448Z Entering 'third_party/benchmark' 2025-08-26T20:06:10.8398597Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/benchmark/config remote.origin.url 2025-08-26T20:06:10.8411282Z Entering 'third_party/composable_kernel' 2025-08-26T20:06:10.8437561Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/composable_kernel/config remote.origin.url 2025-08-26T20:06:10.8458261Z Entering 'third_party/cpp-httplib' 2025-08-26T20:06:10.8482331Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/cpp-httplib/config remote.origin.url 2025-08-26T20:06:10.8496530Z Entering 'third_party/cpuinfo' 2025-08-26T20:06:10.8519468Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/cpuinfo/config remote.origin.url 2025-08-26T20:06:10.8536920Z Entering 'third_party/cudnn_frontend' 2025-08-26T20:06:10.8566393Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/cudnn_frontend/config remote.origin.url 2025-08-26T20:06:10.8583553Z Entering 'third_party/cutlass' 2025-08-26T20:06:10.8605415Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/cutlass/config remote.origin.url 2025-08-26T20:06:10.8626115Z Entering 'third_party/fbgemm' 2025-08-26T20:06:10.8662556Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/config remote.origin.url 2025-08-26T20:06:10.8676065Z Entering 'third_party/fbgemm/external/asmjit' 2025-08-26T20:06:10.8706531Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/asmjit/config remote.origin.url 2025-08-26T20:06:10.8722732Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-08-26T20:06:10.8759966Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/composable_kernel/config remote.origin.url 2025-08-26T20:06:10.8776085Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-08-26T20:06:10.8811782Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/cpuinfo/config remote.origin.url 2025-08-26T20:06:10.8823891Z Entering 'third_party/fbgemm/external/cutlass' 2025-08-26T20:06:10.8868398Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/cutlass/config remote.origin.url 2025-08-26T20:06:10.8885818Z Entering 'third_party/fbgemm/external/googletest' 2025-08-26T20:06:10.8918228Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/googletest/config remote.origin.url 2025-08-26T20:06:10.8938052Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-08-26T20:06:10.8975500Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/hipify_torch/config remote.origin.url 2025-08-26T20:06:10.8993526Z Entering 'third_party/fbgemm/external/json' 2025-08-26T20:06:10.9031523Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/json/config remote.origin.url 2025-08-26T20:06:10.9047265Z Entering 'third_party/flash-attention' 2025-08-26T20:06:10.9081368Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/flash-attention/config remote.origin.url 2025-08-26T20:06:10.9093599Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-08-26T20:06:10.9120414Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/flash-attention/modules/csrc/composable_kernel/config remote.origin.url 2025-08-26T20:06:10.9138149Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-08-26T20:06:10.9167324Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/flash-attention/modules/csrc/cutlass/config remote.origin.url 2025-08-26T20:06:10.9188881Z Entering 'third_party/flatbuffers' 2025-08-26T20:06:10.9217849Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/flatbuffers/config remote.origin.url 2025-08-26T20:06:10.9231464Z Entering 'third_party/fmt' 2025-08-26T20:06:10.9267766Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/fmt/config remote.origin.url 2025-08-26T20:06:10.9284631Z Entering 'third_party/gemmlowp/gemmlowp' 2025-08-26T20:06:10.9304336Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/gemmlowp/gemmlowp/config remote.origin.url 2025-08-26T20:06:10.9316627Z Entering 'third_party/gloo' 2025-08-26T20:06:10.9340906Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/gloo/config remote.origin.url 2025-08-26T20:06:10.9353048Z Entering 'third_party/googletest' 2025-08-26T20:06:10.9385645Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/googletest/config remote.origin.url 2025-08-26T20:06:10.9397891Z Entering 'third_party/ideep' 2025-08-26T20:06:10.9425844Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/ideep/config remote.origin.url 2025-08-26T20:06:10.9437009Z Entering 'third_party/ideep/mkl-dnn' 2025-08-26T20:06:10.9473353Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/ideep/modules/mkl-dnn/config remote.origin.url 2025-08-26T20:06:10.9489243Z Entering 'third_party/ittapi' 2025-08-26T20:06:10.9516310Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/ittapi/config remote.origin.url 2025-08-26T20:06:10.9527477Z Entering 'third_party/kineto' 2025-08-26T20:06:10.9556240Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/config remote.origin.url 2025-08-26T20:06:10.9567229Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-08-26T20:06:10.9600541Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/config remote.origin.url 2025-08-26T20:06:10.9611470Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-08-26T20:06:10.9646364Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/DCGM/config remote.origin.url 2025-08-26T20:06:10.9658297Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-08-26T20:06:10.9689611Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/cpr/config remote.origin.url 2025-08-26T20:06:10.9707025Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-08-26T20:06:10.9729519Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/fmt/config remote.origin.url 2025-08-26T20:06:10.9739269Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-08-26T20:06:10.9774783Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/gflags/config remote.origin.url 2025-08-26T20:06:10.9782681Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-08-26T20:06:10.9808880Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/gflags/modules/doc/config remote.origin.url 2025-08-26T20:06:10.9820497Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-08-26T20:06:10.9843247Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/glog/config remote.origin.url 2025-08-26T20:06:10.9859159Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-08-26T20:06:10.9887524Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/googletest/config remote.origin.url 2025-08-26T20:06:10.9903431Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-08-26T20:06:10.9935909Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/json/config remote.origin.url 2025-08-26T20:06:10.9952443Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-08-26T20:06:10.9984549Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/pfs/config remote.origin.url 2025-08-26T20:06:10.9997129Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-08-26T20:06:11.0025400Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/fmt/config remote.origin.url 2025-08-26T20:06:11.0036389Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-08-26T20:06:11.0059249Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/googletest/config remote.origin.url 2025-08-26T20:06:11.0071482Z Entering 'third_party/kleidiai' 2025-08-26T20:06:11.0109623Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/kleidiai/config remote.origin.url 2025-08-26T20:06:11.0127769Z Entering 'third_party/mimalloc' 2025-08-26T20:06:11.0152475Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/mimalloc/config remote.origin.url 2025-08-26T20:06:11.0168967Z Entering 'third_party/nlohmann' 2025-08-26T20:06:11.0191487Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/nlohmann/config remote.origin.url 2025-08-26T20:06:11.0204491Z Entering 'third_party/onnx' 2025-08-26T20:06:11.0228764Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/onnx/config remote.origin.url 2025-08-26T20:06:11.0247511Z Entering 'third_party/onnx/third_party/pybind11' 2025-08-26T20:06:11.0285542Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/onnx/modules/third_party/pybind11/config remote.origin.url 2025-08-26T20:06:11.0306053Z Entering 'third_party/opentelemetry-cpp' 2025-08-26T20:06:11.0329130Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/config remote.origin.url 2025-08-26T20:06:11.0349023Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-08-26T20:06:11.0376218Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/benchmark/config remote.origin.url 2025-08-26T20:06:11.0393585Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-08-26T20:06:11.0429266Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/googletest/config remote.origin.url 2025-08-26T20:06:11.0447074Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-08-26T20:06:11.0473285Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/ms-gsl/config remote.origin.url 2025-08-26T20:06:11.0486239Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-08-26T20:06:11.0518455Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/nlohmann-json/config remote.origin.url 2025-08-26T20:06:11.0531507Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-08-26T20:06:11.0568122Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/opentelemetry-proto/config remote.origin.url 2025-08-26T20:06:11.0580484Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-08-26T20:06:11.0602108Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/opentracing-cpp/config remote.origin.url 2025-08-26T20:06:11.0616458Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-08-26T20:06:11.0635306Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/prometheus-cpp/config remote.origin.url 2025-08-26T20:06:11.0645071Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-08-26T20:06:11.0667337Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/prometheus-cpp/modules/civetweb/config remote.origin.url 2025-08-26T20:06:11.0682947Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-08-26T20:06:11.0705256Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/prometheus-cpp/modules/googletest/config remote.origin.url 2025-08-26T20:06:11.0715169Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-08-26T20:06:11.0748696Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/tools/vcpkg/config remote.origin.url 2025-08-26T20:06:11.0768377Z Entering 'third_party/pocketfft' 2025-08-26T20:06:11.0795763Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/pocketfft/config remote.origin.url 2025-08-26T20:06:11.0811748Z Entering 'third_party/protobuf' 2025-08-26T20:06:11.0848046Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/protobuf/config remote.origin.url 2025-08-26T20:06:11.0870345Z Entering 'third_party/protobuf/third_party/benchmark' 2025-08-26T20:06:11.0899170Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/protobuf/modules/third_party/benchmark/config remote.origin.url 2025-08-26T20:06:11.0917434Z Entering 'third_party/protobuf/third_party/googletest' 2025-08-26T20:06:11.0941108Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/protobuf/modules/third_party/googletest/config remote.origin.url 2025-08-26T20:06:11.0954964Z Entering 'third_party/psimd' 2025-08-26T20:06:11.0982882Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/NNPACK_deps/psimd/config remote.origin.url 2025-08-26T20:06:11.0999090Z Entering 'third_party/pthreadpool' 2025-08-26T20:06:11.1029655Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/NNPACK_deps/pthreadpool/config remote.origin.url 2025-08-26T20:06:11.1042116Z Entering 'third_party/pybind11' 2025-08-26T20:06:11.1075744Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/pybind11/config remote.origin.url 2025-08-26T20:06:11.1089088Z Entering 'third_party/python-peachpy' 2025-08-26T20:06:11.1119660Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/python-peachpy/config remote.origin.url 2025-08-26T20:06:11.1134315Z Entering 'third_party/sleef' 2025-08-26T20:06:11.1175231Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/sleef/config remote.origin.url 2025-08-26T20:06:11.1193824Z Entering 'third_party/tensorpipe' 2025-08-26T20:06:11.1224114Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/tensorpipe/config remote.origin.url 2025-08-26T20:06:11.1235723Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-08-26T20:06:11.1269198Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/tensorpipe/modules/third_party/googletest/config remote.origin.url 2025-08-26T20:06:11.1280859Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-08-26T20:06:11.1304877Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/tensorpipe/modules/third_party/libnop/config remote.origin.url 2025-08-26T20:06:11.1316280Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-08-26T20:06:11.1345745Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/tensorpipe/modules/third_party/libuv/config remote.origin.url 2025-08-26T20:06:11.1362861Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-08-26T20:06:11.1385014Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/tensorpipe/modules/third_party/pybind11/config remote.origin.url 2025-08-26T20:06:11.1403338Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-08-26T20:06:11.1436879Z file:/home/runner/_work/pytorch/pytorch/.git/modules/third_party/tensorpipe/modules/third_party/pybind11/modules/tools/clang/config remote.origin.url 2025-08-26T20:06:11.1639126Z [command]/usr/bin/git submodule foreach --recursive git config --local --add 'url.https://github.com/.insteadOf' 'git@github.com:' 2025-08-26T20:06:11.1860148Z Entering 'android/libs/fbjni' 2025-08-26T20:06:11.1886784Z Entering 'third_party/FP16' 2025-08-26T20:06:11.1917811Z Entering 'third_party/FXdiv' 2025-08-26T20:06:11.1940489Z Entering 'third_party/NNPACK' 2025-08-26T20:06:11.1962890Z Entering 'third_party/NVTX' 2025-08-26T20:06:11.1991331Z Entering 'third_party/VulkanMemoryAllocator' 2025-08-26T20:06:11.2021365Z Entering 'third_party/XNNPACK' 2025-08-26T20:06:11.2050189Z Entering 'third_party/aiter' 2025-08-26T20:06:11.2072177Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-08-26T20:06:11.2104520Z Entering 'third_party/benchmark' 2025-08-26T20:06:11.2132806Z Entering 'third_party/composable_kernel' 2025-08-26T20:06:11.2158347Z Entering 'third_party/cpp-httplib' 2025-08-26T20:06:11.2180410Z Entering 'third_party/cpuinfo' 2025-08-26T20:06:11.2202896Z Entering 'third_party/cudnn_frontend' 2025-08-26T20:06:11.2226439Z Entering 'third_party/cutlass' 2025-08-26T20:06:11.2263140Z Entering 'third_party/fbgemm' 2025-08-26T20:06:11.2291469Z Entering 'third_party/fbgemm/external/asmjit' 2025-08-26T20:06:11.2321295Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-08-26T20:06:11.2352533Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-08-26T20:06:11.2383240Z Entering 'third_party/fbgemm/external/cutlass' 2025-08-26T20:06:11.2420926Z Entering 'third_party/fbgemm/external/googletest' 2025-08-26T20:06:11.2443718Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-08-26T20:06:11.2468643Z Entering 'third_party/fbgemm/external/json' 2025-08-26T20:06:11.2506704Z Entering 'third_party/flash-attention' 2025-08-26T20:06:11.2529876Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-08-26T20:06:11.2560621Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-08-26T20:06:11.2587084Z Entering 'third_party/flatbuffers' 2025-08-26T20:06:11.2609780Z Entering 'third_party/fmt' 2025-08-26T20:06:11.2636880Z Entering 'third_party/gemmlowp/gemmlowp' 2025-08-26T20:06:11.2660132Z Entering 'third_party/gloo' 2025-08-26T20:06:11.2682981Z Entering 'third_party/googletest' 2025-08-26T20:06:11.2703852Z Entering 'third_party/ideep' 2025-08-26T20:06:11.2729102Z Entering 'third_party/ideep/mkl-dnn' 2025-08-26T20:06:11.2752353Z Entering 'third_party/ittapi' 2025-08-26T20:06:11.2774851Z Entering 'third_party/kineto' 2025-08-26T20:06:11.2795226Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-08-26T20:06:11.2815546Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-08-26T20:06:11.2837215Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-08-26T20:06:11.2857679Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-08-26T20:06:11.2882692Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-08-26T20:06:11.2903215Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-08-26T20:06:11.2923807Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-08-26T20:06:11.2946953Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-08-26T20:06:11.2969571Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-08-26T20:06:11.2990451Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-08-26T20:06:11.3029512Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-08-26T20:06:11.3052674Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-08-26T20:06:11.3077072Z Entering 'third_party/kleidiai' 2025-08-26T20:06:11.3097402Z Entering 'third_party/mimalloc' 2025-08-26T20:06:11.3118150Z Entering 'third_party/nlohmann' 2025-08-26T20:06:11.3141545Z Entering 'third_party/onnx' 2025-08-26T20:06:11.3169996Z Entering 'third_party/onnx/third_party/pybind11' 2025-08-26T20:06:11.3196340Z Entering 'third_party/opentelemetry-cpp' 2025-08-26T20:06:11.3227518Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-08-26T20:06:11.3250691Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-08-26T20:06:11.3276386Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-08-26T20:06:11.3304170Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-08-26T20:06:11.3331205Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-08-26T20:06:11.3353718Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-08-26T20:06:11.3387316Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-08-26T20:06:11.3414327Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-08-26T20:06:11.3442251Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-08-26T20:06:11.3465952Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-08-26T20:06:11.3498556Z Entering 'third_party/pocketfft' 2025-08-26T20:06:11.3521871Z Entering 'third_party/protobuf' 2025-08-26T20:06:11.3544374Z Entering 'third_party/protobuf/third_party/benchmark' 2025-08-26T20:06:11.3570593Z Entering 'third_party/protobuf/third_party/googletest' 2025-08-26T20:06:11.3592494Z Entering 'third_party/psimd' 2025-08-26T20:06:11.3614776Z Entering 'third_party/pthreadpool' 2025-08-26T20:06:11.3637369Z Entering 'third_party/pybind11' 2025-08-26T20:06:11.3658665Z Entering 'third_party/python-peachpy' 2025-08-26T20:06:11.3678682Z Entering 'third_party/sleef' 2025-08-26T20:06:11.3698782Z Entering 'third_party/tensorpipe' 2025-08-26T20:06:11.3720653Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-08-26T20:06:11.3746251Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-08-26T20:06:11.3770852Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-08-26T20:06:11.3791106Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-08-26T20:06:11.3811814Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-08-26T20:06:11.3854723Z [command]/usr/bin/git submodule foreach --recursive git config --local --add 'url.https://github.com/.insteadOf' 'org-21003710@github.com:' 2025-08-26T20:06:11.4036852Z Entering 'android/libs/fbjni' 2025-08-26T20:06:11.4057956Z Entering 'third_party/FP16' 2025-08-26T20:06:11.4081330Z Entering 'third_party/FXdiv' 2025-08-26T20:06:11.4105656Z Entering 'third_party/NNPACK' 2025-08-26T20:06:11.4126057Z Entering 'third_party/NVTX' 2025-08-26T20:06:11.4148654Z Entering 'third_party/VulkanMemoryAllocator' 2025-08-26T20:06:11.4170015Z Entering 'third_party/XNNPACK' 2025-08-26T20:06:11.4197754Z Entering 'third_party/aiter' 2025-08-26T20:06:11.4222995Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-08-26T20:06:11.4246679Z Entering 'third_party/benchmark' 2025-08-26T20:06:11.4270883Z Entering 'third_party/composable_kernel' 2025-08-26T20:06:11.4296523Z Entering 'third_party/cpp-httplib' 2025-08-26T20:06:11.4323394Z Entering 'third_party/cpuinfo' 2025-08-26T20:06:11.4348771Z Entering 'third_party/cudnn_frontend' 2025-08-26T20:06:11.4378045Z Entering 'third_party/cutlass' 2025-08-26T20:06:11.4410034Z Entering 'third_party/fbgemm' 2025-08-26T20:06:11.4433446Z Entering 'third_party/fbgemm/external/asmjit' 2025-08-26T20:06:11.4460400Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-08-26T20:06:11.4485250Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-08-26T20:06:11.4507312Z Entering 'third_party/fbgemm/external/cutlass' 2025-08-26T20:06:11.4533149Z Entering 'third_party/fbgemm/external/googletest' 2025-08-26T20:06:11.4564881Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-08-26T20:06:11.4583973Z Entering 'third_party/fbgemm/external/json' 2025-08-26T20:06:11.4605995Z Entering 'third_party/flash-attention' 2025-08-26T20:06:11.4634029Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-08-26T20:06:11.4657523Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-08-26T20:06:11.4688499Z Entering 'third_party/flatbuffers' 2025-08-26T20:06:11.4713106Z Entering 'third_party/fmt' 2025-08-26T20:06:11.4735150Z Entering 'third_party/gemmlowp/gemmlowp' 2025-08-26T20:06:11.4760723Z Entering 'third_party/gloo' 2025-08-26T20:06:11.4782611Z Entering 'third_party/googletest' 2025-08-26T20:06:11.4809431Z Entering 'third_party/ideep' 2025-08-26T20:06:11.4835905Z Entering 'third_party/ideep/mkl-dnn' 2025-08-26T20:06:11.4861790Z Entering 'third_party/ittapi' 2025-08-26T20:06:11.4888476Z Entering 'third_party/kineto' 2025-08-26T20:06:11.4913612Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-08-26T20:06:11.4938140Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-08-26T20:06:11.4965141Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-08-26T20:06:11.4983000Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-08-26T20:06:11.5003756Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-08-26T20:06:11.5028822Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-08-26T20:06:11.5051023Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-08-26T20:06:11.5072137Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-08-26T20:06:11.5110211Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-08-26T20:06:11.5140477Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-08-26T20:06:11.5165182Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-08-26T20:06:11.5187287Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-08-26T20:06:11.5213977Z Entering 'third_party/kleidiai' 2025-08-26T20:06:11.5236492Z Entering 'third_party/mimalloc' 2025-08-26T20:06:11.5259863Z Entering 'third_party/nlohmann' 2025-08-26T20:06:11.5284919Z Entering 'third_party/onnx' 2025-08-26T20:06:11.5316439Z Entering 'third_party/onnx/third_party/pybind11' 2025-08-26T20:06:11.5341825Z Entering 'third_party/opentelemetry-cpp' 2025-08-26T20:06:11.5370173Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-08-26T20:06:11.5391118Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-08-26T20:06:11.5413398Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-08-26T20:06:11.5435869Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-08-26T20:06:11.5461756Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-08-26T20:06:11.5480294Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-08-26T20:06:11.5502607Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-08-26T20:06:11.5527292Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-08-26T20:06:11.5552567Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-08-26T20:06:11.5574707Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-08-26T20:06:11.5605342Z Entering 'third_party/pocketfft' 2025-08-26T20:06:11.5625029Z Entering 'third_party/protobuf' 2025-08-26T20:06:11.5647055Z Entering 'third_party/protobuf/third_party/benchmark' 2025-08-26T20:06:11.5672790Z Entering 'third_party/protobuf/third_party/googletest' 2025-08-26T20:06:11.5699335Z Entering 'third_party/psimd' 2025-08-26T20:06:11.5721909Z Entering 'third_party/pthreadpool' 2025-08-26T20:06:11.5748887Z Entering 'third_party/pybind11' 2025-08-26T20:06:11.5773910Z Entering 'third_party/python-peachpy' 2025-08-26T20:06:11.5799641Z Entering 'third_party/sleef' 2025-08-26T20:06:11.5821454Z Entering 'third_party/tensorpipe' 2025-08-26T20:06:11.5849114Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-08-26T20:06:11.5871248Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-08-26T20:06:11.5897810Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-08-26T20:06:11.5925512Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-08-26T20:06:11.5945670Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-08-26T20:06:11.5985046Z ##[endgroup] 2025-08-26T20:06:11.6016573Z [command]/usr/bin/git log -1 --format=%H 2025-08-26T20:06:11.6036747Z 262640fd220236042fbf4443cc163c8838c84c3d 2025-08-26T20:06:11.6203089Z Prepare all required actions 2025-08-26T20:06:11.6203418Z Getting action download info 2025-08-26T20:06:11.8391023Z ##[group]Run ./.github/actions/setup-rocm 2025-08-26T20:06:11.8391141Z env: 2025-08-26T20:06:11.8391221Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:06:11.8391313Z ##[endgroup] 2025-08-26T20:06:11.8413064Z ##[group]Run dpkg -l | grep -E " rocm" 2025-08-26T20:06:11.8413225Z dpkg -l | grep -E " rocm" 2025-08-26T20:06:11.8418826Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:06:11.8418957Z env: 2025-08-26T20:06:11.8419037Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:06:11.8419130Z ##[endgroup] 2025-08-26T20:06:11.8480456Z ii rocm-cmake 0.14.0.60401-83~22.04 amd64 rocm-cmake built using CMake 2025-08-26T20:06:11.8480737Z ii rocm-core 6.4.1.60401-83~22.04 amd64 ROCm Runtime software stack 2025-08-26T20:06:11.8481029Z ii rocm-dbgapi 0.77.2.60401-83~22.04 amd64 Library to provide AMD GPU debugger API 2025-08-26T20:06:11.8481284Z ii rocm-debug-agent 2.0.4.60401-83~22.04 amd64 Radeon Open Compute Debug Agent (ROCdebug-agent) 2025-08-26T20:06:11.8481539Z ii rocm-dev 6.4.1.60401-83~22.04 amd64 Radeon Open Compute (ROCm) Runtime software stack 2025-08-26T20:06:11.8482077Z ii rocm-device-libs 1.0.0.60401-83~22.04 amd64 Radeon Open Compute - device libraries 2025-08-26T20:06:11.8482293Z ii rocm-gdb 15.2.60401-83~22.04 amd64 ROCgdb 2025-08-26T20:06:11.8482653Z ii rocm-llvm 19.0.0.25184.60401-83~22.04 amd64 ROCm core compiler 2025-08-26T20:06:11.8482883Z ii rocm-opencl 2.0.0.60401-83~22.04 amd64 clr built using CMake 2025-08-26T20:06:11.8483090Z ii rocm-opencl-dev 2.0.0.60401-83~22.04 amd64 clr built using CMake 2025-08-26T20:06:11.8483310Z ii rocm-smi-lib 7.5.0.60401-83~22.04 amd64 AMD System Management libraries 2025-08-26T20:06:11.8483542Z ii rocm-utils 6.4.1.60401-83~22.04 amd64 Radeon Open Compute (ROCm) Runtime software stack 2025-08-26T20:06:11.8483791Z ii rocminfo 1.0.0.60401-83~22.04 amd64 Radeon Open Compute (ROCm) Runtime rocminfo tool 2025-08-26T20:06:11.8506096Z ##[group]Run # ignore expansion of "docker ps -q" since it could be empty 2025-08-26T20:06:11.8506330Z # ignore expansion of "docker ps -q" since it could be empty 2025-08-26T20:06:11.8506482Z # shellcheck disable=SC2046 2025-08-26T20:06:11.8506603Z docker stop $(docker ps -q) || true 2025-08-26T20:06:11.8506727Z # Prune all stopped containers. 2025-08-26T20:06:11.8506848Z docker container prune -f 2025-08-26T20:06:11.8512656Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:06:11.8515472Z env: 2025-08-26T20:06:11.8515563Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:06:11.8515665Z ##[endgroup] 2025-08-26T20:06:11.8754924Z docker: 'docker stop' requires at least 1 argument 2025-08-26T20:06:11.8755134Z 2025-08-26T20:06:11.8755237Z Usage: docker stop [OPTIONS] CONTAINER [CONTAINER...] 2025-08-26T20:06:11.8755345Z 2025-08-26T20:06:11.8755410Z See 'docker stop --help' for more information 2025-08-26T20:06:11.8870996Z Total reclaimed space: 0B 2025-08-26T20:06:11.8904572Z ##[group]Run cat /etc/os-release || true 2025-08-26T20:06:11.8904744Z cat /etc/os-release || true 2025-08-26T20:06:11.8904878Z cat /etc/apt/sources.list.d/rocm.list || true 2025-08-26T20:06:11.8905019Z cat /opt/rocm/.info/version || true 2025-08-26T20:06:11.8907436Z whoami 2025-08-26T20:06:11.8913680Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:06:11.8913818Z env: 2025-08-26T20:06:11.8913900Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:06:11.8913994Z ##[endgroup] 2025-08-26T20:06:11.8942048Z PRETTY_NAME="Ubuntu 22.04.5 LTS" 2025-08-26T20:06:11.8942196Z NAME="Ubuntu" 2025-08-26T20:06:11.8942393Z VERSION_ID="22.04" 2025-08-26T20:06:11.8947736Z VERSION="22.04.5 LTS (Jammy Jellyfish)" 2025-08-26T20:06:11.8947909Z VERSION_CODENAME=jammy 2025-08-26T20:06:11.8948002Z ID=ubuntu 2025-08-26T20:06:11.8948083Z ID_LIKE=debian 2025-08-26T20:06:11.8948191Z HOME_URL="https://www.ubuntu.com/" 2025-08-26T20:06:11.8948320Z SUPPORT_URL="https://help.ubuntu.com/" 2025-08-26T20:06:11.8948468Z BUG_REPORT_URL="https://bugs.launchpad.net/ubuntu/" 2025-08-26T20:06:11.8948766Z PRIVACY_POLICY_URL="https://www.ubuntu.com/legal/terms-and-policies/privacy-policy" 2025-08-26T20:06:11.8948950Z UBUNTU_CODENAME=jammy 2025-08-26T20:06:11.8949138Z deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/rocm/apt/6.4.1 jammy main 2025-08-26T20:06:11.8953631Z 6.4.1-83 2025-08-26T20:06:11.8963440Z runner 2025-08-26T20:06:11.8981806Z ##[group]Run dpkg -l | grep -E " amdgpu" 2025-08-26T20:06:11.8982009Z dpkg -l | grep -E " amdgpu" 2025-08-26T20:06:11.8987890Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:06:11.8988043Z env: 2025-08-26T20:06:11.8988142Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:06:11.8988406Z ##[endgroup] 2025-08-26T20:06:11.9042293Z ii amdgpu-core 1:6.4.60401-2164967.22.04 all Core meta package for unified amdgpu driver. 2025-08-26T20:06:11.9042723Z ii amdgpu-install 6.4.60401-2164967.22.04 all AMDGPU driver repository and installer 2025-08-26T20:06:11.9059309Z ##[group]Run rocm-smi 2025-08-26T20:06:11.9059479Z rocm-smi 2025-08-26T20:06:11.9065197Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:06:11.9065348Z env: 2025-08-26T20:06:11.9065454Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:06:11.9065581Z ##[endgroup] 2025-08-26T20:06:11.9519594Z 2025-08-26T20:06:11.9519801Z 2025-08-26T20:06:11.9520175Z ============================================ ROCm System Management Interface ============================================ 2025-08-26T20:06:11.9520751Z ====================================================== Concise Info ====================================================== 2025-08-26T20:06:11.9521368Z Device Node IDs Temp Power Partitions SCLK MCLK Fan Perf PwrCap VRAM% GPU% 2025-08-26T20:06:11.9522452Z  (DID, GUID) (Junction) (Socket) (Mem, Compute, ID)  2025-08-26T20:06:11.9522947Z ========================================================================================================================== 2025-08-26T20:06:11.9523847Z 0 8 0x74b9, 27976 49.0°C 142.0W NPS1, SPX, 0 154Mhz 900Mhz 0% auto 1000.0W 0% 0% 2025-08-26T20:06:11.9524062Z ========================================================================================================================== 2025-08-26T20:06:11.9524283Z ================================================== End of ROCm SMI Log =================================================== 2025-08-26T20:06:11.9589850Z ##[group]Run rocminfo 2025-08-26T20:06:11.9590037Z rocminfo 2025-08-26T20:06:11.9595624Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:06:11.9595769Z env: 2025-08-26T20:06:11.9595860Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:06:11.9595967Z ##[endgroup] 2025-08-26T20:06:12.0231355Z ROCk module version 6.12.12 is loaded 2025-08-26T20:06:12.0231641Z ===================== 2025-08-26T20:06:12.0231754Z HSA System Attributes 2025-08-26T20:06:12.0231854Z ===================== 2025-08-26T20:06:12.0231960Z Runtime Version: 1.15 2025-08-26T20:06:12.0232068Z Runtime Ext Version: 1.7 2025-08-26T20:06:12.0232485Z System Timestamp Freq.: 1000.000000MHz 2025-08-26T20:06:12.0232672Z Sig. Max Wait Duration: 18446744073709551615 (0xFFFFFFFFFFFFFFFF) (timestamp count) 2025-08-26T20:06:12.0232878Z Machine Model: LARGE 2025-08-26T20:06:12.0233038Z System Endianness: LITTLE 2025-08-26T20:06:12.0233187Z Mwaitx: DISABLED 2025-08-26T20:06:12.0233313Z XNACK enabled: NO 2025-08-26T20:06:12.0233419Z DMAbuf Support: YES 2025-08-26T20:06:12.0233524Z VMM Support: YES 2025-08-26T20:06:12.0233589Z 2025-08-26T20:06:12.0233626Z ========== 2025-08-26T20:06:12.0233727Z HSA Agents 2025-08-26T20:06:12.0233820Z ========== 2025-08-26T20:06:12.0233951Z ******* 2025-08-26T20:06:12.0234041Z Agent 1 2025-08-26T20:06:12.0234136Z ******* 2025-08-26T20:06:12.0234256Z Name: AMD EPYC 9575F 64-Core Processor 2025-08-26T20:06:12.0234440Z Uuid: CPU-XX 2025-08-26T20:06:12.0234595Z Marketing Name: AMD EPYC 9575F 64-Core Processor 2025-08-26T20:06:12.0234768Z Vendor Name: CPU 2025-08-26T20:06:12.0234925Z Feature: None specified 2025-08-26T20:06:12.0235185Z Profile: FULL_PROFILE 2025-08-26T20:06:12.0235338Z Float Round Mode: NEAR 2025-08-26T20:06:12.0235491Z Max Queue Number: 0(0x0) 2025-08-26T20:06:12.0235642Z Queue Min Size: 0(0x0) 2025-08-26T20:06:12.0235793Z Queue Max Size: 0(0x0) 2025-08-26T20:06:12.0235935Z Queue Type: MULTI 2025-08-26T20:06:12.0236075Z Node: 0 2025-08-26T20:06:12.0236219Z Device Type: CPU 2025-08-26T20:06:12.0236356Z Cache Info: 2025-08-26T20:06:12.0236473Z L1: 65536(0x10000) KB 2025-08-26T20:06:12.0236614Z Chip ID: 0(0x0) 2025-08-26T20:06:12.0236764Z ASIC Revision: 0(0x0) 2025-08-26T20:06:12.0236922Z Cacheline Size: 64(0x40) 2025-08-26T20:06:12.0237077Z Max Clock Freq. (MHz): 0 2025-08-26T20:06:12.0237217Z BDFID: 0 2025-08-26T20:06:12.0237364Z Internal Node ID: 0 2025-08-26T20:06:12.0237511Z Compute Unit: 80 2025-08-26T20:06:12.0237660Z SIMDs per CU: 0 2025-08-26T20:06:12.0237812Z Shader Engines: 0 2025-08-26T20:06:12.0237969Z Shader Arrs. per Eng.: 0 2025-08-26T20:06:12.0238129Z WatchPts on Addr. Ranges:1 2025-08-26T20:06:12.0238267Z Memory Properties: 2025-08-26T20:06:12.0238377Z Features: None 2025-08-26T20:06:12.0238484Z Pool Info: 2025-08-26T20:06:12.0238591Z Pool 1 2025-08-26T20:06:12.0238720Z Segment: GLOBAL; FLAGS: FINE GRAINED 2025-08-26T20:06:12.0238876Z Size: 660245920(0x275a8da0) KB 2025-08-26T20:06:12.0239029Z Allocatable: TRUE 2025-08-26T20:06:12.0239179Z Alloc Granule: 4KB 2025-08-26T20:06:12.0239342Z Alloc Recommended Granule:4KB 2025-08-26T20:06:12.0239501Z Alloc Alignment: 4KB 2025-08-26T20:06:12.0239797Z Accessible by all: TRUE 2025-08-26T20:06:12.0239934Z Pool 2 2025-08-26T20:06:12.0240066Z Segment: GLOBAL; FLAGS: EXTENDED FINE GRAINED 2025-08-26T20:06:12.0246993Z Size: 660245920(0x275a8da0) KB 2025-08-26T20:06:12.0247148Z Allocatable: TRUE 2025-08-26T20:06:12.0247311Z Alloc Granule: 4KB 2025-08-26T20:06:12.0247470Z Alloc Recommended Granule:4KB 2025-08-26T20:06:12.0247635Z Alloc Alignment: 4KB 2025-08-26T20:06:12.0247791Z Accessible by all: TRUE 2025-08-26T20:06:12.0247938Z Pool 3 2025-08-26T20:06:12.0248067Z Segment: GLOBAL; FLAGS: KERNARG, FINE GRAINED 2025-08-26T20:06:12.0248223Z Size: 660245920(0x275a8da0) KB 2025-08-26T20:06:12.0248373Z Allocatable: TRUE 2025-08-26T20:06:12.0248522Z Alloc Granule: 4KB 2025-08-26T20:06:12.0248683Z Alloc Recommended Granule:4KB 2025-08-26T20:06:12.0248840Z Alloc Alignment: 4KB 2025-08-26T20:06:12.0249076Z Accessible by all: TRUE 2025-08-26T20:06:12.0249211Z Pool 4 2025-08-26T20:06:12.0249341Z Segment: GLOBAL; FLAGS: COARSE GRAINED 2025-08-26T20:06:12.0249489Z Size: 660245920(0x275a8da0) KB 2025-08-26T20:06:12.0249632Z Allocatable: TRUE 2025-08-26T20:06:12.0249887Z Alloc Granule: 4KB 2025-08-26T20:06:12.0250045Z Alloc Recommended Granule:4KB 2025-08-26T20:06:12.0250205Z Alloc Alignment: 4KB 2025-08-26T20:06:12.0250360Z Accessible by all: TRUE 2025-08-26T20:06:12.0250498Z ISA Info: 2025-08-26T20:06:12.0250605Z ******* 2025-08-26T20:06:12.0250702Z Agent 2 2025-08-26T20:06:12.0250809Z ******* 2025-08-26T20:06:12.0250924Z Name: AMD EPYC 9575F 64-Core Processor 2025-08-26T20:06:12.0251074Z Uuid: CPU-XX 2025-08-26T20:06:12.0251221Z Marketing Name: AMD EPYC 9575F 64-Core Processor 2025-08-26T20:06:12.0251377Z Vendor Name: CPU 2025-08-26T20:06:12.0251523Z Feature: None specified 2025-08-26T20:06:12.0251673Z Profile: FULL_PROFILE 2025-08-26T20:06:12.0251824Z Float Round Mode: NEAR 2025-08-26T20:06:12.0251974Z Max Queue Number: 0(0x0) 2025-08-26T20:06:12.0252110Z Queue Min Size: 0(0x0) 2025-08-26T20:06:12.0252242Z Queue Max Size: 0(0x0) 2025-08-26T20:06:12.0252380Z Queue Type: MULTI 2025-08-26T20:06:12.0252510Z Node: 1 2025-08-26T20:06:12.0252645Z Device Type: CPU 2025-08-26T20:06:12.0252770Z Cache Info: 2025-08-26T20:06:12.0252880Z L1: 65536(0x10000) KB 2025-08-26T20:06:12.0253005Z Chip ID: 0(0x0) 2025-08-26T20:06:12.0253137Z ASIC Revision: 0(0x0) 2025-08-26T20:06:12.0253328Z Cacheline Size: 64(0x40) 2025-08-26T20:06:12.0253470Z Max Clock Freq. (MHz): 0 2025-08-26T20:06:12.0253603Z BDFID: 0 2025-08-26T20:06:12.0253736Z Internal Node ID: 1 2025-08-26T20:06:12.0253875Z Compute Unit: 80 2025-08-26T20:06:12.0254011Z SIMDs per CU: 0 2025-08-26T20:06:12.0254145Z Shader Engines: 0 2025-08-26T20:06:12.0254288Z Shader Arrs. per Eng.: 0 2025-08-26T20:06:12.0254433Z WatchPts on Addr. Ranges:1 2025-08-26T20:06:12.0254561Z Memory Properties: 2025-08-26T20:06:12.0254654Z Features: None 2025-08-26T20:06:12.0254751Z Pool Info: 2025-08-26T20:06:12.0254842Z Pool 1 2025-08-26T20:06:12.0254964Z Segment: GLOBAL; FLAGS: FINE GRAINED 2025-08-26T20:06:12.0255104Z Size: 656328604(0x271ec79c) KB 2025-08-26T20:06:12.0255241Z Allocatable: TRUE 2025-08-26T20:06:12.0255385Z Alloc Granule: 4KB 2025-08-26T20:06:12.0255582Z Alloc Recommended Granule:4KB 2025-08-26T20:06:12.0255732Z Alloc Alignment: 4KB 2025-08-26T20:06:12.0255879Z Accessible by all: TRUE 2025-08-26T20:06:12.0256012Z Pool 2 2025-08-26T20:06:12.0256130Z Segment: GLOBAL; FLAGS: EXTENDED FINE GRAINED 2025-08-26T20:06:12.0256265Z Size: 656328604(0x271ec79c) KB 2025-08-26T20:06:12.0256399Z Allocatable: TRUE 2025-08-26T20:06:12.0256541Z Alloc Granule: 4KB 2025-08-26T20:06:12.0256691Z Alloc Recommended Granule:4KB 2025-08-26T20:06:12.0256836Z Alloc Alignment: 4KB 2025-08-26T20:06:12.0256981Z Accessible by all: TRUE 2025-08-26T20:06:12.0257108Z Pool 3 2025-08-26T20:06:12.0257222Z Segment: GLOBAL; FLAGS: KERNARG, FINE GRAINED 2025-08-26T20:06:12.0257356Z Size: 656328604(0x271ec79c) KB 2025-08-26T20:06:12.0257489Z Allocatable: TRUE 2025-08-26T20:06:12.0257629Z Alloc Granule: 4KB 2025-08-26T20:06:12.0257773Z Alloc Recommended Granule:4KB 2025-08-26T20:06:12.0257921Z Alloc Alignment: 4KB 2025-08-26T20:06:12.0258066Z Accessible by all: TRUE 2025-08-26T20:06:12.0258193Z Pool 4 2025-08-26T20:06:12.0258306Z Segment: GLOBAL; FLAGS: COARSE GRAINED 2025-08-26T20:06:12.0258439Z Size: 656328604(0x271ec79c) KB 2025-08-26T20:06:12.0258573Z Allocatable: TRUE 2025-08-26T20:06:12.0258715Z Alloc Granule: 4KB 2025-08-26T20:06:12.0258865Z Alloc Recommended Granule:4KB 2025-08-26T20:06:12.0259010Z Alloc Alignment: 4KB 2025-08-26T20:06:12.0259168Z Accessible by all: TRUE 2025-08-26T20:06:12.0259294Z ISA Info: 2025-08-26T20:06:12.0259383Z ******* 2025-08-26T20:06:12.0259470Z Agent 3 2025-08-26T20:06:12.0259555Z ******* 2025-08-26T20:06:12.0259784Z Name: gfx942 2025-08-26T20:06:12.0259919Z Uuid: GPU-be468a8f98e77eb4 2025-08-26T20:06:12.0260062Z Marketing Name: AMD Instinct Mi325X VF 2025-08-26T20:06:12.0260208Z Vendor Name: AMD 2025-08-26T20:06:12.0260348Z Feature: KERNEL_DISPATCH 2025-08-26T20:06:12.0260488Z Profile: BASE_PROFILE 2025-08-26T20:06:12.0260627Z Float Round Mode: NEAR 2025-08-26T20:06:12.0260769Z Max Queue Number: 128(0x80) 2025-08-26T20:06:12.0262678Z Queue Min Size: 64(0x40) 2025-08-26T20:06:12.0262816Z Queue Max Size: 131072(0x20000) 2025-08-26T20:06:12.0262953Z Queue Type: MULTI 2025-08-26T20:06:12.0263084Z Node: 2 2025-08-26T20:06:12.0263213Z Device Type: GPU 2025-08-26T20:06:12.0263335Z Cache Info: 2025-08-26T20:06:12.0263438Z L1: 32(0x20) KB 2025-08-26T20:06:12.0263559Z L2: 4096(0x1000) KB 2025-08-26T20:06:12.0263752Z L3: 262144(0x40000) KB 2025-08-26T20:06:12.0263875Z Chip ID: 29881(0x74b9) 2025-08-26T20:06:12.0264009Z ASIC Revision: 1(0x1) 2025-08-26T20:06:12.0264151Z Cacheline Size: 128(0x80) 2025-08-26T20:06:12.0265727Z Max Clock Freq. (MHz): 2100 2025-08-26T20:06:12.0265870Z BDFID: 35584 2025-08-26T20:06:12.0266006Z Internal Node ID: 2 2025-08-26T20:06:12.0266143Z Compute Unit: 304 2025-08-26T20:06:12.0266277Z SIMDs per CU: 4 2025-08-26T20:06:12.0266414Z Shader Engines: 32 2025-08-26T20:06:12.0266555Z Shader Arrs. per Eng.: 1 2025-08-26T20:06:12.0266707Z WatchPts on Addr. Ranges:4 2025-08-26T20:06:12.0266853Z Coherent Host Access: FALSE 2025-08-26T20:06:12.0266981Z Memory Properties: 2025-08-26T20:06:12.0267083Z Features: KERNEL_DISPATCH 2025-08-26T20:06:12.0267214Z Fast F16 Operation: TRUE 2025-08-26T20:06:12.0267356Z Wavefront Size: 64(0x40) 2025-08-26T20:06:12.0268830Z Workgroup Max Size: 1024(0x400) 2025-08-26T20:06:12.0268977Z Workgroup Max Size per Dimension: 2025-08-26T20:06:12.0269093Z x 1024(0x400) 2025-08-26T20:06:12.0269211Z y 1024(0x400) 2025-08-26T20:06:12.0269325Z z 1024(0x400) 2025-08-26T20:06:12.0269452Z Max Waves Per CU: 32(0x20) 2025-08-26T20:06:12.0269600Z Max Work-item Per CU: 2048(0x800) 2025-08-26T20:06:12.0269827Z Grid Max Size: 4294967295(0xffffffff) 2025-08-26T20:06:12.0269952Z Grid Max Size per Dimension: 2025-08-26T20:06:12.0270055Z x 4294967295(0xffffffff) 2025-08-26T20:06:12.0270172Z y 4294967295(0xffffffff) 2025-08-26T20:06:12.0270288Z z 4294967295(0xffffffff) 2025-08-26T20:06:12.0270421Z Max fbarriers/Workgrp: 32 2025-08-26T20:06:12.0277425Z Packet Processor uCode:: 177 2025-08-26T20:06:12.0277601Z SDMA engine uCode:: 24 2025-08-26T20:06:12.0277747Z IOMMU Support:: None 2025-08-26T20:06:12.0277872Z Pool Info: 2025-08-26T20:06:12.0277966Z Pool 1 2025-08-26T20:06:12.0278089Z Segment: GLOBAL; FLAGS: COARSE GRAINED 2025-08-26T20:06:12.0278230Z Size: 268107776(0xffb0000) KB 2025-08-26T20:06:12.0278368Z Allocatable: TRUE 2025-08-26T20:06:12.0278510Z Alloc Granule: 4KB 2025-08-26T20:06:12.0278658Z Alloc Recommended Granule:2048KB 2025-08-26T20:06:12.0282852Z Alloc Alignment: 4KB 2025-08-26T20:06:12.0283037Z Accessible by all: FALSE 2025-08-26T20:06:12.0283176Z Pool 2 2025-08-26T20:06:12.0283297Z Segment: GLOBAL; FLAGS: EXTENDED FINE GRAINED 2025-08-26T20:06:12.0283434Z Size: 268107776(0xffb0000) KB 2025-08-26T20:06:12.0283568Z Allocatable: TRUE 2025-08-26T20:06:12.0283796Z Alloc Granule: 4KB 2025-08-26T20:06:12.0283942Z Alloc Recommended Granule:2048KB 2025-08-26T20:06:12.0284089Z Alloc Alignment: 4KB 2025-08-26T20:06:12.0284231Z Accessible by all: FALSE 2025-08-26T20:06:12.0284357Z Pool 3 2025-08-26T20:06:12.0284470Z Segment: GLOBAL; FLAGS: FINE GRAINED 2025-08-26T20:06:12.0284601Z Size: 268107776(0xffb0000) KB 2025-08-26T20:06:12.0285769Z Allocatable: TRUE 2025-08-26T20:06:12.0285912Z Alloc Granule: 4KB 2025-08-26T20:06:12.0286057Z Alloc Recommended Granule:2048KB 2025-08-26T20:06:12.0286203Z Alloc Alignment: 4KB 2025-08-26T20:06:12.0286349Z Accessible by all: FALSE 2025-08-26T20:06:12.0286472Z Pool 4 2025-08-26T20:06:12.0286581Z Segment: GROUP 2025-08-26T20:06:12.0286708Z Size: 64(0x40) KB 2025-08-26T20:06:12.0286838Z Allocatable: FALSE 2025-08-26T20:06:12.0286976Z Alloc Granule: 0KB 2025-08-26T20:06:12.0287120Z Alloc Recommended Granule:0KB 2025-08-26T20:06:12.0287266Z Alloc Alignment: 0KB 2025-08-26T20:06:12.0288250Z Accessible by all: FALSE 2025-08-26T20:06:12.0288381Z ISA Info: 2025-08-26T20:06:12.0288474Z ISA 1 2025-08-26T20:06:12.0288592Z Name: amdgcn-amd-amdhsa--gfx942:sramecc+:xnack- 2025-08-26T20:06:12.0288747Z Machine Models: HSA_MACHINE_MODEL_LARGE 2025-08-26T20:06:12.0288894Z Profiles: HSA_PROFILE_BASE 2025-08-26T20:06:12.0289039Z Default Rounding Mode: NEAR 2025-08-26T20:06:12.0289187Z Default Rounding Mode: NEAR 2025-08-26T20:06:12.0289325Z Fast f16: TRUE 2025-08-26T20:06:12.0289463Z Workgroup Max Size: 1024(0x400) 2025-08-26T20:06:12.0289652Z Workgroup Max Size per Dimension: 2025-08-26T20:06:12.0289867Z x 1024(0x400) 2025-08-26T20:06:12.0289985Z y 1024(0x400) 2025-08-26T20:06:12.0290925Z z 1024(0x400) 2025-08-26T20:06:12.0291054Z Grid Max Size: 4294967295(0xffffffff) 2025-08-26T20:06:12.0291187Z Grid Max Size per Dimension: 2025-08-26T20:06:12.0291297Z x 4294967295(0xffffffff) 2025-08-26T20:06:12.0291415Z y 4294967295(0xffffffff) 2025-08-26T20:06:12.0291532Z z 4294967295(0xffffffff) 2025-08-26T20:06:12.0291662Z FBarrier Max Size: 32 2025-08-26T20:06:12.0291784Z ISA 2 2025-08-26T20:06:12.0291916Z Name: amdgcn-amd-amdhsa--gfx9-4-generic:sramecc+:xnack- 2025-08-26T20:06:12.0292078Z Machine Models: HSA_MACHINE_MODEL_LARGE 2025-08-26T20:06:12.0292226Z Profiles: HSA_PROFILE_BASE 2025-08-26T20:06:12.0292371Z Default Rounding Mode: NEAR 2025-08-26T20:06:12.0293307Z Default Rounding Mode: NEAR 2025-08-26T20:06:12.0293502Z Fast f16: TRUE 2025-08-26T20:06:12.0293640Z Workgroup Max Size: 1024(0x400) 2025-08-26T20:06:12.0293771Z Workgroup Max Size per Dimension: 2025-08-26T20:06:12.0293883Z x 1024(0x400) 2025-08-26T20:06:12.0293997Z y 1024(0x400) 2025-08-26T20:06:12.0294109Z z 1024(0x400) 2025-08-26T20:06:12.0294236Z Grid Max Size: 4294967295(0xffffffff) 2025-08-26T20:06:12.0294360Z Grid Max Size per Dimension: 2025-08-26T20:06:12.0294467Z x 4294967295(0xffffffff) 2025-08-26T20:06:12.0294582Z y 4294967295(0xffffffff) 2025-08-26T20:06:12.0294697Z z 4294967295(0xffffffff) 2025-08-26T20:06:12.0295626Z FBarrier Max Size: 32 2025-08-26T20:06:12.0295751Z *** Done *** 2025-08-26T20:06:12.0312186Z ##[group]Run ngpu=$(rocminfo | grep -c -E 'Name:.*\sgfx') 2025-08-26T20:06:12.0312376Z ngpu=$(rocminfo | grep -c -E 'Name:.*\sgfx') 2025-08-26T20:06:12.0312642Z msg="Please file an issue on pytorch/pytorch reporting the faulty runner. Include a link to the runner logs so the runner can be identified" 2025-08-26T20:06:12.0312889Z if [[ $ngpu -eq 0 ]]; then 2025-08-26T20:06:12.0314572Z  echo "Error: Failed to detect any GPUs on the runner" 2025-08-26T20:06:12.0314713Z  echo "$msg" 2025-08-26T20:06:12.0314804Z  exit 1 2025-08-26T20:06:12.0314883Z fi 2025-08-26T20:06:12.0320794Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:06:12.0320923Z env: 2025-08-26T20:06:12.0321004Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:06:12.0321100Z ##[endgroup] 2025-08-26T20:06:12.1026064Z ##[group]Run pytorch/pytorch/.github/actions/diskspace-cleanup@main 2025-08-26T20:06:12.1026213Z with: 2025-08-26T20:06:12.1026294Z diskspace-cutoff: 70 2025-08-26T20:06:12.1026377Z env: 2025-08-26T20:06:12.1026456Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:06:12.1026546Z ##[endgroup] 2025-08-26T20:06:12.1049986Z ##[group]Run set -ex 2025-08-26T20:06:12.1052633Z set -ex 2025-08-26T20:06:12.1052734Z diskspace_cutoff=70 2025-08-26T20:06:12.1052871Z docker_root_dir=$(docker info -f '{{.DockerRootDir}}') 2025-08-26T20:06:12.1053114Z if [ ! -d "$docker_root_dir" ]; then 2025-08-26T20:06:12.1053298Z  echo "Docker root directory ($docker_root_dir) does not exist. Skipping disk space check." 2025-08-26T20:06:12.1053472Z  exit 0 2025-08-26T20:06:12.1053553Z fi 2025-08-26T20:06:12.1053702Z diskspace=$(df -H --output=pcent ${docker_root_dir} | sed -n 2p | sed 's/%//' | sed 's/ //') 2025-08-26T20:06:12.1054024Z msg="Please file an issue on pytorch/pytorch reporting the faulty runner. Include a link to the runner logs so the runner can be identified" 2025-08-26T20:06:12.1054291Z if [[ "$diskspace" -ge "$diskspace_cutoff" ]] ; then 2025-08-26T20:06:12.1054426Z  docker system prune -af 2025-08-26T20:06:12.1054603Z  diskspace_new=$(df -H --output=pcent ${docker_root_dir} | sed -n 2p | sed 's/%//' | sed 's/ //') 2025-08-26T20:06:12.1054802Z  if [[ "$diskspace_new" -gt "$diskspace_cutoff" ]] ; then 2025-08-26T20:06:12.1056770Z  echo "Error: Available diskspace is less than $diskspace_cutoff percent. Not enough diskspace." 2025-08-26T20:06:12.1056956Z  echo "$msg" 2025-08-26T20:06:12.1057049Z  exit 1 2025-08-26T20:06:12.1057134Z  else 2025-08-26T20:06:12.1057236Z  difference=$((diskspace - diskspace_new)) 2025-08-26T20:06:12.1057436Z  echo "Diskspace saved: $difference percent" 2025-08-26T20:06:12.1057552Z  fi 2025-08-26T20:06:12.1057627Z fi 2025-08-26T20:06:12.1061589Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:06:12.1061717Z env: 2025-08-26T20:06:12.1061794Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:06:12.1063699Z ##[endgroup] 2025-08-26T20:06:12.1082192Z + diskspace_cutoff=70 2025-08-26T20:06:12.1085283Z ++ docker info -f '{{.DockerRootDir}}' 2025-08-26T20:06:12.1447848Z + docker_root_dir=/home/runner/docker-data 2025-08-26T20:06:12.1448028Z + '[' '!' -d /home/runner/docker-data ']' 2025-08-26T20:06:12.1453681Z ++ df -H --output=pcent /home/runner/docker-data 2025-08-26T20:06:12.1455398Z ++ sed -n 2p 2025-08-26T20:06:12.1455665Z ++ sed s/%// 2025-08-26T20:06:12.1456949Z ++ sed 's/ //' 2025-08-26T20:06:12.1470305Z + diskspace=15 2025-08-26T20:06:12.1470658Z + msg='Please file an issue on pytorch/pytorch reporting the faulty runner. Include a link to the runner logs so the runner can be identified' 2025-08-26T20:06:12.1470919Z + [[ 15 -ge 70 ]] 2025-08-26T20:06:12.1484789Z ##[group]Run RUNNER_ARTIFACT_DIR="${RUNNER_TEMP}/artifacts" 2025-08-26T20:06:12.1484973Z RUNNER_ARTIFACT_DIR="${RUNNER_TEMP}/artifacts" 2025-08-26T20:06:12.1485113Z rm -rf "${RUNNER_ARTIFACT_DIR}" 2025-08-26T20:06:12.1485240Z mkdir -p "${RUNNER_ARTIFACT_DIR}" 2025-08-26T20:06:12.1485398Z echo "RUNNER_ARTIFACT_DIR=${RUNNER_ARTIFACT_DIR}" >> "${GITHUB_ENV}" 2025-08-26T20:06:12.1485545Z  2025-08-26T20:06:12.1485658Z RUNNER_TEST_RESULTS_DIR="${RUNNER_TEMP}/test-results" 2025-08-26T20:06:12.1485818Z rm -rf "${RUNNER_TEST_RESULTS_DIR}" 2025-08-26T20:06:12.1485943Z mkdir -p "${RUNNER_TEST_RESULTS_DIR}" 2025-08-26T20:06:12.1486112Z echo "RUNNER_TEST_RESULTS_DIR=${RUNNER_TEST_RESULTS_DIR}" >> "${GITHUB_ENV}" 2025-08-26T20:06:12.1486268Z  2025-08-26T20:06:12.1486356Z RUNNER_DOCS_DIR="${RUNNER_TEMP}/docs" 2025-08-26T20:06:12.1486493Z rm -rf "${RUNNER_DOCS_DIR}" 2025-08-26T20:06:12.1486609Z mkdir -p "${RUNNER_DOCS_DIR}" 2025-08-26T20:06:12.1486750Z echo "RUNNER_DOCS_DIR=${RUNNER_DOCS_DIR}" >> "${GITHUB_ENV}" 2025-08-26T20:06:12.1490759Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:06:12.1490892Z env: 2025-08-26T20:06:12.1490973Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:06:12.1491067Z ##[endgroup] 2025-08-26T20:06:12.1568060Z ##[group]Run env | grep '^GITHUB' >> "${RUNNER_TEMP}/github_env_${GITHUB_RUN_ID}" 2025-08-26T20:06:12.1568420Z env | grep '^GITHUB' >> "${RUNNER_TEMP}/github_env_${GITHUB_RUN_ID}" 2025-08-26T20:06:12.1568601Z env | grep '^CI' >> "${RUNNER_TEMP}/github_env_${GITHUB_RUN_ID}" 2025-08-26T20:06:12.1573245Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:06:12.1575597Z env: 2025-08-26T20:06:12.1575689Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:06:12.1575813Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:06:12.1575988Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:06:12.1576141Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:06:12.1576259Z ##[endgroup] 2025-08-26T20:06:12.1624362Z ##[group]Run # All GPUs are visible to the runner; visibility, if needed, will be set by run_test.py. 2025-08-26T20:06:12.1624632Z # All GPUs are visible to the runner; visibility, if needed, will be set by run_test.py. 2025-08-26T20:06:12.1626607Z # Add render group for container creation. 2025-08-26T20:06:12.1626783Z render_gid=`cat /etc/group | grep render | cut -d: -f3` 2025-08-26T20:06:12.1626972Z # Ensure GPU isolation if pod is part of kubernetes setup with DEVICE_FLAG. 2025-08-26T20:06:12.1627159Z if [ -f "/etc/podinfo/gha-render-devices" ]; then 2025-08-26T20:06:12.1627317Z  DEVICE_FLAG=$(cat /etc/podinfo/gha-render-devices) 2025-08-26T20:06:12.1627447Z else 2025-08-26T20:06:12.1627663Z  DEVICE_FLAG="--device /dev/dri" 2025-08-26T20:06:12.1627768Z fi 2025-08-26T20:06:12.1627943Z # The --group-add daemon and --group-add bin are needed in the Ubuntu 24.04 and Almalinux OSs respectively. 2025-08-26T20:06:12.1628205Z # This is due to the device files (/dev/kfd & /dev/dri) being owned by video group on bare metal. 2025-08-26T20:06:12.1628449Z # This video group ID maps to subgid 1 inside the docker image due to the /etc/subgid entries. 2025-08-26T20:06:12.1628811Z # The group name corresponding to group ID 1 can change depending on the OS, so both are necessary. 2025-08-26T20:06:12.1629244Z echo "GPU_FLAG=--device=/dev/mem --device=/dev/kfd $DEVICE_FLAG --group-add video --group-add $render_gid --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host" >> "${GITHUB_ENV}" 2025-08-26T20:06:12.1635260Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:06:12.1635401Z env: 2025-08-26T20:06:12.1635480Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:06:12.1635602Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:06:12.1635762Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:06:12.1635910Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:06:12.1636024Z ##[endgroup] 2025-08-26T20:06:12.1725373Z ##[group]Run aws-actions/configure-aws-credentials@ececac1a45f3b08a01d2dd070d28d111c5fe6722 2025-08-26T20:06:12.1725567Z with: 2025-08-26T20:06:12.1725699Z role-to-assume: arn:aws:iam::308535385114:role/gha_workflow_s3_and_ecr_read_only 2025-08-26T20:06:12.1725858Z aws-region: us-east-1 2025-08-26T20:06:12.1725958Z role-duration-seconds: 18000 2025-08-26T20:06:12.1726064Z audience: sts.amazonaws.com 2025-08-26T20:06:12.1726158Z env: 2025-08-26T20:06:12.1726233Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:06:12.1726354Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:06:12.1726522Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:06:12.1726672Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:06:12.1727050Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:06:12.1727398Z ##[endgroup] 2025-08-26T20:06:37.3164879Z Assuming role with OIDC 2025-08-26T20:06:37.4591396Z Authenticated as assumedRoleId AROAUPVRELQNLLCOPFEJR:GitHubActions 2025-08-26T20:06:37.5128053Z ##[group]Run aws-actions/amazon-ecr-login@062b18b96a7aff071d4dc91bc00c4c1a7945b076 2025-08-26T20:06:37.5128238Z with: 2025-08-26T20:06:37.5128328Z mask-password: true 2025-08-26T20:06:37.5128428Z registry-type: private 2025-08-26T20:06:37.5128528Z skip-logout: false 2025-08-26T20:06:37.5128616Z env: 2025-08-26T20:06:37.5128700Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:06:37.5128841Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:06:37.5129011Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:06:37.5129169Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:06:37.5129543Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:06:37.5129994Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T20:06:37.5130116Z AWS_REGION: us-east-1 2025-08-26T20:06:37.5130470Z AWS_ACCESS_KEY_ID: *** 2025-08-26T20:06:37.5130617Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T20:06:37.5132665Z AWS_SESSION_TOKEN: *** 2025-08-26T20:06:37.5136191Z ##[endgroup] 2025-08-26T20:06:37.7279989Z Logging into registry 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-26T20:06:37.9659641Z ##[group]Run pytorch/test-infra/.github/actions/calculate-docker-image@main 2025-08-26T20:06:37.9660047Z with: 2025-08-26T20:06:37.9660324Z docker-image-name: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-noble-rocm-n-py3-16b1c8d10f4f7ec1a604612d52021e8c98b48fe6 2025-08-26T20:06:37.9660631Z use-custom-docker-registry: true 2025-08-26T20:06:37.9660761Z docker-build-dir: .ci/docker 2025-08-26T20:06:37.9660885Z docker-build-script: ./build.sh 2025-08-26T20:06:37.9661009Z working-directory: . 2025-08-26T20:06:37.9661152Z docker-registry: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-26T20:06:37.9661307Z force-push: false 2025-08-26T20:06:37.9661402Z env: 2025-08-26T20:06:37.9661494Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:06:37.9661632Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:06:37.9661804Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:06:37.9661984Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:06:37.9662371Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:06:37.9662747Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T20:06:37.9662861Z AWS_REGION: us-east-1 2025-08-26T20:06:37.9663080Z AWS_ACCESS_KEY_ID: *** 2025-08-26T20:06:37.9663366Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T20:06:37.9665474Z AWS_SESSION_TOKEN: *** 2025-08-26T20:06:37.9665614Z ##[endgroup] 2025-08-26T20:06:37.9680352Z ##[group]Run set -ex 2025-08-26T20:06:37.9680468Z set -ex 2025-08-26T20:06:37.9680553Z  2025-08-26T20:06:37.9680701Z # If the docker build directory or the build script doesn't exist, the action will 2025-08-26T20:06:37.9680937Z # gracefully return the docker image name as it is. Pulling docker image in Linux 2025-08-26T20:06:37.9681144Z # job could then download the pre-built image as usual 2025-08-26T20:06:37.9681394Z if [[ -d "${DOCKER_BUILD_DIR}" ]] && [[ -f "${DOCKER_BUILD_DIR}/${DOCKER_BUILD_SCRIPT}" ]] && [[ "${USE_CUSTOM_DOCKER_REGISTRY}" == "true" ]]; then 2025-08-26T20:06:37.9681620Z  echo "skip=false" >> "${GITHUB_OUTPUT}" 2025-08-26T20:06:37.9681742Z else 2025-08-26T20:06:37.9681843Z  echo "skip=true" >> "${GITHUB_OUTPUT}" 2025-08-26T20:06:37.9682007Z  echo "docker-image=${DOCKER_IMAGE_NAME}" >> "${GITHUB_OUTPUT}" 2025-08-26T20:06:37.9682154Z  2025-08-26T20:06:37.9682352Z  echo "Not using custom ECR registry. Either it was not requested or there is no Docker build script in the ${REPO_NAME} repo..." 2025-08-26T20:06:37.9682570Z  exit 0 2025-08-26T20:06:37.9682655Z fi 2025-08-26T20:06:37.9682734Z  2025-08-26T20:06:37.9682862Z if [[ "${DOCKER_IMAGE_NAME}" == *"${DOCKER_REGISTRY}/${REPO_NAME}"* ]]; then 2025-08-26T20:06:37.9683078Z  # The docker image name already includes the ECR prefix and tag, so we can just 2025-08-26T20:06:37.9683272Z  # use it as it is, but first let's extract the tag 2025-08-26T20:06:37.9683446Z  DOCKER_TAG=$(echo "${DOCKER_IMAGE_NAME}" | awk -F '[:,]' '{print $2}') 2025-08-26T20:06:37.9683629Z  echo "docker-tag=${DOCKER_TAG}" >> "${GITHUB_OUTPUT}" 2025-08-26T20:06:37.9683804Z  echo "docker-image=${DOCKER_IMAGE_NAME}" >> "${GITHUB_OUTPUT}" 2025-08-26T20:06:37.9686382Z else 2025-08-26T20:06:37.9686498Z  if [[ "${DOCKER_IMAGE_NAME}" == *:* ]]; then 2025-08-26T20:06:37.9686644Z  CUSTOM_TAG_PREFIX=${DOCKER_IMAGE_NAME#*:} 2025-08-26T20:06:37.9686787Z  DOCKER_IMAGE_NAME=${DOCKER_IMAGE_NAME%%:*} 2025-08-26T20:06:37.9686908Z  fi 2025-08-26T20:06:37.9687196Z  DOCKER_TAG=${CUSTOM_TAG_PREFIX:+${CUSTOM_TAG_PREFIX}-}$(git rev-parse HEAD:"${DOCKER_BUILD_DIR}") 2025-08-26T20:06:37.9687416Z  echo "docker-tag=${DOCKER_TAG}" >> "${GITHUB_OUTPUT}" 2025-08-26T20:06:37.9687700Z  echo "docker-image=${DOCKER_REGISTRY}/${REPO_NAME}/${DOCKER_IMAGE_NAME}:${DOCKER_TAG}" >> "${GITHUB_OUTPUT}" 2025-08-26T20:06:37.9687947Z  echo "custom-tag-prefix=${CUSTOM_TAG_PREFIX}" >> "${GITHUB_OUTPUT}" 2025-08-26T20:06:37.9688096Z fi 2025-08-26T20:06:37.9695988Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:06:37.9696129Z env: 2025-08-26T20:06:37.9696216Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:06:37.9696345Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:06:37.9696513Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:06:37.9696669Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:06:37.9697047Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:06:37.9697408Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T20:06:37.9697514Z AWS_REGION: us-east-1 2025-08-26T20:06:37.9697647Z AWS_ACCESS_KEY_ID: *** 2025-08-26T20:06:37.9697792Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T20:06:37.9701708Z AWS_SESSION_TOKEN: *** 2025-08-26T20:06:37.9701807Z REPO_NAME: pytorch 2025-08-26T20:06:37.9702078Z DOCKER_IMAGE_NAME: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-noble-rocm-n-py3-16b1c8d10f4f7ec1a604612d52021e8c98b48fe6 2025-08-26T20:06:37.9702364Z DOCKER_BUILD_DIR: .ci/docker 2025-08-26T20:06:37.9702476Z DOCKER_BUILD_SCRIPT: ./build.sh 2025-08-26T20:06:37.9702617Z DOCKER_REGISTRY: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-26T20:06:37.9702770Z USE_CUSTOM_DOCKER_REGISTRY: true 2025-08-26T20:06:37.9702879Z CUSTOM_TAG_PREFIX: 2025-08-26T20:06:37.9702973Z ##[endgroup] 2025-08-26T20:06:37.9727626Z + [[ -d .ci/docker ]] 2025-08-26T20:06:37.9727822Z + [[ -f .ci/docker/./build.sh ]] 2025-08-26T20:06:37.9727960Z + [[ true == \t\r\u\e ]] 2025-08-26T20:06:37.9728167Z + echo skip=false 2025-08-26T20:06:37.9728610Z + [[ 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-noble-rocm-n-py3-16b1c8d10f4f7ec1a604612d52021e8c98b48fe6 == *\3\0\8\5\3\5\3\8\5\1\1\4\.\d\k\r\.\e\c\r\.\u\s\-\e\a\s\t\-\1\.\a\m\a\z\o\n\a\w\s\.\c\o\m\/\p\y\t\o\r\c\h* ]] 2025-08-26T20:06:37.9734763Z ++ awk -F '[:,]' '{print $2}' 2025-08-26T20:06:37.9735496Z ++ echo 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-noble-rocm-n-py3-16b1c8d10f4f7ec1a604612d52021e8c98b48fe6 2025-08-26T20:06:37.9745616Z + DOCKER_TAG=pytorch-linux-noble-rocm-n-py3-16b1c8d10f4f7ec1a604612d52021e8c98b48fe6 2025-08-26T20:06:37.9746076Z + echo docker-tag=pytorch-linux-noble-rocm-n-py3-16b1c8d10f4f7ec1a604612d52021e8c98b48fe6 2025-08-26T20:06:37.9746674Z + echo docker-image=308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-noble-rocm-n-py3-16b1c8d10f4f7ec1a604612d52021e8c98b48fe6 2025-08-26T20:06:37.9781740Z ##[group]Run set +e 2025-08-26T20:06:37.9781890Z set +e 2025-08-26T20:06:37.9781980Z set -x 2025-08-26T20:06:37.9782065Z  2025-08-26T20:06:37.9782149Z login() { 2025-08-26T20:06:37.9782337Z  aws ecr get-login-password --region us-east-1 | docker login -u AWS --password-stdin "$1" 2025-08-26T20:06:37.9782523Z } 2025-08-26T20:06:37.9782602Z  2025-08-26T20:06:37.9782696Z retry () { 2025-08-26T20:06:37.9782810Z  $* || (sleep 1 && $*) || (sleep 2 && $*) 2025-08-26T20:06:37.9782938Z } 2025-08-26T20:06:37.9783027Z  2025-08-26T20:06:37.9783133Z retry login "${DOCKER_REGISTRY}" 2025-08-26T20:06:37.9783258Z  2025-08-26T20:06:37.9785797Z START_TIME=$(date +%s) 2025-08-26T20:06:37.9785924Z # Wait up to 120 minutes 2025-08-26T20:06:37.9786240Z while [[ $(( $(date +%s) - 7200 )) -lt $START_TIME ]]; do 2025-08-26T20:06:37.9786419Z  # Check if image already exists, if it does then skip building it 2025-08-26T20:06:37.9786723Z  if docker manifest inspect "${DOCKER_IMAGE}"; then 2025-08-26T20:06:37.9786853Z  exit 0 2025-08-26T20:06:37.9786942Z  fi 2025-08-26T20:06:37.9787021Z  2025-08-26T20:06:37.9787160Z  # NB: This flag is used by Docker build workflow to push the image to ECR, so we can 2025-08-26T20:06:37.9787396Z  # use this to differentiate between the Docker build and regular build jobs. For the 2025-08-26T20:06:37.9787627Z  # latter, it will wait for the Docker images to become available before continuing 2025-08-26T20:06:37.9787814Z  if [ "${DOCKER_PUSH:-false}" == "true" ]; then 2025-08-26T20:06:37.9787962Z  # It's a Docker build job, let's build the image 2025-08-26T20:06:37.9788084Z  break 2025-08-26T20:06:37.9788177Z  else 2025-08-26T20:06:37.9788300Z  # It's a regular build job, wait for the image to become available 2025-08-26T20:06:37.9788705Z  sleep 300 2025-08-26T20:06:37.9788797Z  fi 2025-08-26T20:06:37.9788877Z done 2025-08-26T20:06:37.9788954Z  2025-08-26T20:06:37.9789083Z # NB: This part requires a full checkout. Otherwise, the merge base will 2025-08-26T20:06:37.9791078Z # be empty. The default action would be to continue rebuild the image 2025-08-26T20:06:37.9791264Z if [[ "$BASE_REVISION" = "$(git rev-parse HEAD)" ]]; then 2025-08-26T20:06:37.9791430Z  # if we're on the base branch then use the parent commit 2025-08-26T20:06:37.9791575Z  MERGE_BASE=$(git rev-parse HEAD~) 2025-08-26T20:06:37.9791687Z else 2025-08-26T20:06:37.9791808Z  # otherwise we're on a PR, so use the most recent base commit 2025-08-26T20:06:37.9791984Z  MERGE_BASE=$(git merge-base HEAD "$BASE_REVISION") 2025-08-26T20:06:37.9792113Z fi 2025-08-26T20:06:37.9792196Z  2025-08-26T20:06:37.9792286Z if [[ -z "${MERGE_BASE}" ]]; then 2025-08-26T20:06:37.9792419Z  echo "rebuild=true" >> "${GITHUB_OUTPUT}" 2025-08-26T20:06:37.9793955Z  2025-08-26T20:06:37.9794120Z  echo "Finding merge base only works with full checkout, please set fetch-depth to 0, continuing ..." 2025-08-26T20:06:37.9794311Z  exit 0 2025-08-26T20:06:37.9794393Z fi 2025-08-26T20:06:37.9794470Z  2025-08-26T20:06:37.9794584Z if ! git rev-parse "${MERGE_BASE}:${DOCKER_BUILD_DIR}"; then 2025-08-26T20:06:37.9794823Z  echo "Directory '${DOCKER_BUILD_DIR}' not found in commit $MERGE_BASE, you should rebase onto a more recent commit" 2025-08-26T20:06:37.9795025Z  exit 1 2025-08-26T20:06:37.9795105Z fi 2025-08-26T20:06:37.9795181Z  2025-08-26T20:06:37.9796654Z PREVIOUS_DOCKER_TAG=$(git rev-parse "${MERGE_BASE}:${DOCKER_BUILD_DIR}") 2025-08-26T20:06:37.9796891Z # If no image exists but the hash is the same as the previous hash then we should error out here 2025-08-26T20:06:37.9797097Z if [[ "${PREVIOUS_DOCKER_TAG}" == "${DOCKER_TAG}" ]]; then 2025-08-26T20:06:37.9797334Z  echo "WARNING: Something has gone wrong and the previous image isn't available for the merge-base of your branch" 2025-08-26T20:06:37.9797596Z  echo " Will re-build docker image to store in local cache, TTS may be longer" 2025-08-26T20:06:37.9797752Z fi 2025-08-26T20:06:37.9797828Z  2025-08-26T20:06:37.9797926Z echo "rebuild=true" >> "${GITHUB_OUTPUT}" 2025-08-26T20:06:37.9804064Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:06:37.9804201Z env: 2025-08-26T20:06:37.9805889Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:06:37.9806025Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:06:37.9806265Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:06:37.9806464Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:06:37.9806835Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:06:37.9807194Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T20:06:37.9807302Z AWS_REGION: us-east-1 2025-08-26T20:06:37.9807563Z AWS_ACCESS_KEY_ID: *** 2025-08-26T20:06:37.9807732Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T20:06:37.9809901Z AWS_SESSION_TOKEN: *** 2025-08-26T20:06:37.9810005Z DOCKER_BUILD_DIR: .ci/docker 2025-08-26T20:06:37.9811597Z BASE_REVISION: 262640fd220236042fbf4443cc163c8838c84c3d 2025-08-26T20:06:37.9811902Z DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-noble-rocm-n-py3-16b1c8d10f4f7ec1a604612d52021e8c98b48fe6 2025-08-26T20:06:37.9812248Z DOCKER_TAG: pytorch-linux-noble-rocm-n-py3-16b1c8d10f4f7ec1a604612d52021e8c98b48fe6 2025-08-26T20:06:37.9812475Z DOCKER_REGISTRY: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-26T20:06:37.9812617Z DOCKER_PUSH: 2025-08-26T20:06:37.9812707Z ##[endgroup] 2025-08-26T20:06:37.9838673Z + retry login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-26T20:06:37.9838851Z + login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-26T20:06:37.9843321Z + aws ecr get-login-password --region us-east-1 2025-08-26T20:06:37.9847978Z /home/runner/_work/_temp/15601808-adaf-4707-a523-8fe9fe94b5dc.sh: line 5: aws: command not found 2025-08-26T20:06:37.9848386Z + docker login -u AWS --password-stdin 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-26T20:06:37.9954048Z Error: Cannot perform an interactive login from a non TTY device 2025-08-26T20:06:37.9962560Z + sleep 1 2025-08-26T20:06:38.9973143Z + login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-26T20:06:38.9975444Z + aws ecr get-login-password --region us-east-1 2025-08-26T20:06:38.9975714Z /home/runner/_work/_temp/15601808-adaf-4707-a523-8fe9fe94b5dc.sh: line 5: aws: command not found 2025-08-26T20:06:38.9978023Z + docker login -u AWS --password-stdin 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-26T20:06:39.0090073Z Error: Cannot perform an interactive login from a non TTY device 2025-08-26T20:06:39.0094838Z + sleep 2 2025-08-26T20:06:41.0106514Z + login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-26T20:06:41.0107718Z + docker login -u AWS --password-stdin 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-26T20:06:41.0108201Z + aws ecr get-login-password --region us-east-1 2025-08-26T20:06:41.0108842Z /home/runner/_work/_temp/15601808-adaf-4707-a523-8fe9fe94b5dc.sh: line 5: aws: command not found 2025-08-26T20:06:41.0213430Z Error: Cannot perform an interactive login from a non TTY device 2025-08-26T20:06:41.0227434Z ++ date +%s 2025-08-26T20:06:41.0236422Z + START_TIME=1756238801 2025-08-26T20:06:41.0239953Z ++ date +%s 2025-08-26T20:06:41.0257084Z + [[ 1756231601 -lt 1756238801 ]] 2025-08-26T20:06:41.0257672Z + docker manifest inspect 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-noble-rocm-n-py3-16b1c8d10f4f7ec1a604612d52021e8c98b48fe6 2025-08-26T20:06:41.5480605Z { 2025-08-26T20:06:41.5481718Z "schemaVersion": 2, 2025-08-26T20:06:41.5482024Z "mediaType": "application/vnd.docker.distribution.manifest.v2+json", 2025-08-26T20:06:41.5482204Z "config": { 2025-08-26T20:06:41.5482345Z "mediaType": "application/vnd.docker.container.image.v1+json", 2025-08-26T20:06:41.5482514Z "size": 28683, 2025-08-26T20:06:41.5482685Z "digest": "sha256:53f9ff8d025b1f74526a69d1994906c1f6754344638e1dfbcc53299a304fc02e" 2025-08-26T20:06:41.5482867Z }, 2025-08-26T20:06:41.5482952Z "layers": [ 2025-08-26T20:06:41.5483042Z { 2025-08-26T20:06:41.5490189Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5490362Z "size": 30592714, 2025-08-26T20:06:41.5490896Z "digest": "sha256:baa9e71a063a9c4a556a0b24bdafca4bcc5a13a0d6427d7f7ca44e328ecc2211" 2025-08-26T20:06:41.5491201Z }, 2025-08-26T20:06:41.5491276Z { 2025-08-26T20:06:41.5491393Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5491538Z "size": 1554, 2025-08-26T20:06:41.5491689Z "digest": "sha256:bc6828dc3a67bd1a0f7dc77dd5b628363201b20ed5e62b20b10984b773009991" 2025-08-26T20:06:41.5491852Z }, 2025-08-26T20:06:41.5491920Z { 2025-08-26T20:06:41.5493954Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5494107Z "size": 335761278, 2025-08-26T20:06:41.5494269Z "digest": "sha256:b887bec4cf5f0894c1d9f0dd880b7638fe9f7481d227bf28dbe13e2aa69f2957" 2025-08-26T20:06:41.5494444Z }, 2025-08-26T20:06:41.5494513Z { 2025-08-26T20:06:41.5494673Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5494832Z "size": 704, 2025-08-26T20:06:41.5494993Z "digest": "sha256:ac0275b0c50249be92f01cc4af6e523f5d9836efbd51a5c46e35e6456bbe6aca" 2025-08-26T20:06:41.5495265Z }, 2025-08-26T20:06:41.5495333Z { 2025-08-26T20:06:41.5495452Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5495604Z "size": 1772, 2025-08-26T20:06:41.5497678Z "digest": "sha256:211b0b40d45c6846e554e73b2e49034b9d33b2e2caf0cb8349725423e036526d" 2025-08-26T20:06:41.5497842Z }, 2025-08-26T20:06:41.5497914Z { 2025-08-26T20:06:41.5498034Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5498175Z "size": 485, 2025-08-26T20:06:41.5498329Z "digest": "sha256:ab2a2f72897faf2d13f1cbae8106c9f855813fbe992743f91e07f038b0756a48" 2025-08-26T20:06:41.5498497Z }, 2025-08-26T20:06:41.5498573Z { 2025-08-26T20:06:41.5498695Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5498842Z "size": 120655176, 2025-08-26T20:06:41.5498998Z "digest": "sha256:eaee181d3395763d7a2acca77a15bee401ce62b087131345e715dd7795b46931" 2025-08-26T20:06:41.5499160Z }, 2025-08-26T20:06:41.5499230Z { 2025-08-26T20:06:41.5499343Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5499485Z "size": 4213, 2025-08-26T20:06:41.5499635Z "digest": "sha256:2fe00c81249f6d35c1f273264703fd3b6b62b34c97f5dd405881edc0b57eb807" 2025-08-26T20:06:41.5499890Z }, 2025-08-26T20:06:41.5499966Z { 2025-08-26T20:06:41.5500087Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5500237Z "size": 1709, 2025-08-26T20:06:41.5500394Z "digest": "sha256:c6de97442ffcfa08e814d5e35a493c9a099844cc84d1bb4d93fcba2435b45a60" 2025-08-26T20:06:41.5500566Z }, 2025-08-26T20:06:41.5500647Z { 2025-08-26T20:06:41.5500764Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5500914Z "size": 724, 2025-08-26T20:06:41.5501068Z "digest": "sha256:13792f6142bb7a1ef0a78094cc19143b3302ac9aec9b5b76d8714461dbaec2f7" 2025-08-26T20:06:41.5501243Z }, 2025-08-26T20:06:41.5501317Z { 2025-08-26T20:06:41.5501434Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5501589Z "size": 3411481998, 2025-08-26T20:06:41.5501751Z "digest": "sha256:e5ac4d48efc3a5de5a825665acce414f9350d4e87dcd321709d69e0fc4504b86" 2025-08-26T20:06:41.5501918Z }, 2025-08-26T20:06:41.5501987Z { 2025-08-26T20:06:41.5502105Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5502251Z "size": 380, 2025-08-26T20:06:41.5502394Z "digest": "sha256:949734882de50eee84240586b92983e08269c7cc3972990206c92cf701576350" 2025-08-26T20:06:41.5502554Z }, 2025-08-26T20:06:41.5502626Z { 2025-08-26T20:06:41.5502743Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5504244Z "size": 65129954, 2025-08-26T20:06:41.5504404Z "digest": "sha256:f8723952d07e0038f0cb6d9868e29815135df0d405f69728c1ffdf0c4ec6f2a3" 2025-08-26T20:06:41.5504594Z }, 2025-08-26T20:06:41.5504742Z { 2025-08-26T20:06:41.5504859Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5505074Z "size": 791, 2025-08-26T20:06:41.5505319Z "digest": "sha256:c4b66cb3e1458a047d25f65267cd75101a856b69bf7f0e4cf3ab0f5170b80d21" 2025-08-26T20:06:41.5505589Z }, 2025-08-26T20:06:41.5505694Z { 2025-08-26T20:06:41.5505860Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5508107Z "size": 106, 2025-08-26T20:06:41.5508253Z "digest": "sha256:8baee5f651791474565e4cef415482b2afc24ac9846dd74e057f514346ed3502" 2025-08-26T20:06:41.5508537Z }, 2025-08-26T20:06:41.5508606Z { 2025-08-26T20:06:41.5508723Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5508868Z "size": 1494, 2025-08-26T20:06:41.5509016Z "digest": "sha256:7e9e15046c34c287b185753510aeb7eec0399b6479246a4042f5ec344eec8374" 2025-08-26T20:06:41.5509175Z }, 2025-08-26T20:06:41.5509242Z { 2025-08-26T20:06:41.5509368Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5510921Z "size": 540578694, 2025-08-26T20:06:41.5511081Z "digest": "sha256:871987a9d99ec7ed7d4666caae228f6634a412aa23c71921b48ed5574ce919b0" 2025-08-26T20:06:41.5511259Z }, 2025-08-26T20:06:41.5511328Z { 2025-08-26T20:06:41.5511446Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5511589Z "size": 163, 2025-08-26T20:06:41.5511732Z "digest": "sha256:f0d522e2a87844992f8707d4c3fa0941af25ae6321a30637795a6b93901d7880" 2025-08-26T20:06:41.5511894Z }, 2025-08-26T20:06:41.5511961Z { 2025-08-26T20:06:41.5512072Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5512216Z "size": 2484, 2025-08-26T20:06:41.5513507Z "digest": "sha256:ed2742eeca4e9c7f529cc743206b6317020774232a128f1c5cd32a1965151b2e" 2025-08-26T20:06:41.5513670Z }, 2025-08-26T20:06:41.5513740Z { 2025-08-26T20:06:41.5513855Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5514004Z "size": 8101152926, 2025-08-26T20:06:41.5514162Z "digest": "sha256:bb3b42ec04fa26985512854f245fb80c74a6cebf01ef38e97eecd1a66052bf0b" 2025-08-26T20:06:41.5514324Z }, 2025-08-26T20:06:41.5514391Z { 2025-08-26T20:06:41.5514501Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5514641Z "size": 105, 2025-08-26T20:06:41.5514785Z "digest": "sha256:efd60625e6e34fdc896f529814716d6bbd5b9b6d56763b8826014cd462d44e3c" 2025-08-26T20:06:41.5516008Z }, 2025-08-26T20:06:41.5516076Z { 2025-08-26T20:06:41.5516190Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5516331Z "size": 612, 2025-08-26T20:06:41.5516480Z "digest": "sha256:79e4bc31cb69f6ea23f3a0eab51df0d9976f78ff7c1c7818840cbfdcdf81f742" 2025-08-26T20:06:41.5516645Z }, 2025-08-26T20:06:41.5516713Z { 2025-08-26T20:06:41.5516824Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5516969Z "size": 677677398, 2025-08-26T20:06:41.5517120Z "digest": "sha256:af0f3532665edc70b68fc11876b819861b951516c597e1345bc9e61fb6abb5ac" 2025-08-26T20:06:41.5517282Z }, 2025-08-26T20:06:41.5518346Z { 2025-08-26T20:06:41.5518461Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5518602Z "size": 111, 2025-08-26T20:06:41.5518747Z "digest": "sha256:175354e949d8ca7e0011ecf31fcbc8cadc0d9b0caeb3b03b2b7187988708ab3a" 2025-08-26T20:06:41.5518911Z }, 2025-08-26T20:06:41.5518978Z { 2025-08-26T20:06:41.5519088Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5519227Z "size": 1556, 2025-08-26T20:06:41.5519369Z "digest": "sha256:353055e75788a3b2be9bc7993478f2d11c1ecb0f915718122c183bc953996acf" 2025-08-26T20:06:41.5519527Z }, 2025-08-26T20:06:41.5519594Z { 2025-08-26T20:06:41.5520798Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5520942Z "size": 107, 2025-08-26T20:06:41.5521156Z "digest": "sha256:b3e4bfbe567432cee4b0e83efddac7dfcc5b60da6140bf8af07704d2dfba24de" 2025-08-26T20:06:41.5521362Z }, 2025-08-26T20:06:41.5521430Z { 2025-08-26T20:06:41.5521541Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5521682Z "size": 166, 2025-08-26T20:06:41.5521826Z "digest": "sha256:0766a0a2d9c14b317beb592c08fe1a94224a1b5f0a1a96bfa776c79a8a39df27" 2025-08-26T20:06:41.5521987Z }, 2025-08-26T20:06:41.5522054Z { 2025-08-26T20:06:41.5522165Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5523298Z "size": 2935819, 2025-08-26T20:06:41.5523447Z "digest": "sha256:f5e863d38b24f4c7693aa71acfb2760eb4fe36d8b727644dca1d30f8eac6c86d" 2025-08-26T20:06:41.5523610Z }, 2025-08-26T20:06:41.5523676Z { 2025-08-26T20:06:41.5523788Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5523929Z "size": 107, 2025-08-26T20:06:41.5524073Z "digest": "sha256:73977e43e6de5e1155366aba3c542484b24a2dc61b744a6247fd362a54f1be69" 2025-08-26T20:06:41.5524238Z }, 2025-08-26T20:06:41.5524305Z { 2025-08-26T20:06:41.5524416Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5524557Z "size": 801, 2025-08-26T20:06:41.5525709Z "digest": "sha256:0780d907ae807ef4dd1a41727c5956ed8649b1fd8aa1e97b1eb36b4e86c25c3b" 2025-08-26T20:06:41.5525874Z }, 2025-08-26T20:06:41.5525942Z { 2025-08-26T20:06:41.5526057Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5526202Z "size": 26116693, 2025-08-26T20:06:41.5526361Z "digest": "sha256:ca98eafdf4d46d0bc2bdc9c7df537c84227b6d9dee92bd7fffa34d38082bd5eb" 2025-08-26T20:06:41.5526529Z }, 2025-08-26T20:06:41.5526597Z { 2025-08-26T20:06:41.5526710Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5526852Z "size": 104, 2025-08-26T20:06:41.5527002Z "digest": "sha256:0c6dc4dd8b3325b46d5bb1b8d16afc490a8f1e88e14cac557b1609f9905328ee" 2025-08-26T20:06:41.5527167Z }, 2025-08-26T20:06:41.5528235Z { 2025-08-26T20:06:41.5528351Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5528527Z "size": 425, 2025-08-26T20:06:41.5528674Z "digest": "sha256:ed513177343626d0fc58cb7e560eeac3b73103e15afae1ce0ca4e3d5fa7cbf82" 2025-08-26T20:06:41.5528838Z }, 2025-08-26T20:06:41.5528905Z { 2025-08-26T20:06:41.5529017Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5529160Z "size": 19316502, 2025-08-26T20:06:41.5529314Z "digest": "sha256:115f187abeac13153e7bdd41d434cce086fdfaa7e7f262adec545227ebb27f4f" 2025-08-26T20:06:41.5529478Z }, 2025-08-26T20:06:41.5529545Z { 2025-08-26T20:06:41.5530718Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5530863Z "size": 638, 2025-08-26T20:06:41.5531007Z "digest": "sha256:c4ac9ebc03ab58a5a35c219b20ce28f6b9668650431756557bc83c229a80da81" 2025-08-26T20:06:41.5531171Z }, 2025-08-26T20:06:41.5531239Z { 2025-08-26T20:06:41.5531354Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5531496Z "size": 724, 2025-08-26T20:06:41.5531640Z "digest": "sha256:13792f6142bb7a1ef0a78094cc19143b3302ac9aec9b5b76d8714461dbaec2f7" 2025-08-26T20:06:41.5531800Z }, 2025-08-26T20:06:41.5531867Z { 2025-08-26T20:06:41.5531979Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5533095Z "size": 150, 2025-08-26T20:06:41.5533245Z "digest": "sha256:0f80df9ec0a8a113633055bdc12da0fabd29444b5aea12d835a7cfe369e53091" 2025-08-26T20:06:41.5533408Z }, 2025-08-26T20:06:41.5533476Z { 2025-08-26T20:06:41.5533589Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5533729Z "size": 135, 2025-08-26T20:06:41.5533874Z "digest": "sha256:d773426c510cfaf9ad3ef6fa9f286b3d5012ba21d3d4402d9900fa3eb7a0294a" 2025-08-26T20:06:41.5534036Z }, 2025-08-26T20:06:41.5534153Z { 2025-08-26T20:06:41.5534266Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5534460Z "size": 139, 2025-08-26T20:06:41.5535532Z "digest": "sha256:bc0360305afdd11186fb1562b4cc1ea276b8b611c049061e5e6acab2b35de3bc" 2025-08-26T20:06:41.5535697Z }, 2025-08-26T20:06:41.5535764Z { 2025-08-26T20:06:41.5535877Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5536018Z "size": 32, 2025-08-26T20:06:41.5536166Z "digest": "sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1" 2025-08-26T20:06:41.5536328Z }, 2025-08-26T20:06:41.5536395Z { 2025-08-26T20:06:41.5536507Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5536648Z "size": 222, 2025-08-26T20:06:41.5536791Z "digest": "sha256:71e9cdca0882ba84e9d3040ac1ee71f879929e638a16643d25a9671dfbf2a9d0" 2025-08-26T20:06:41.5537842Z }, 2025-08-26T20:06:41.5537912Z { 2025-08-26T20:06:41.5538029Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5538175Z "size": 346, 2025-08-26T20:06:41.5538321Z "digest": "sha256:e7c2dba69e4cc3eb122ff81875cb8b8c60a9a27a806a43bd425887025833b7c1" 2025-08-26T20:06:41.5538485Z }, 2025-08-26T20:06:41.5538552Z { 2025-08-26T20:06:41.5538664Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5538805Z "size": 88301, 2025-08-26T20:06:41.5538951Z "digest": "sha256:ec50dcb9c55427e3c0bf246d386eb7286fa64ce3235626ad04486c101000cb3a" 2025-08-26T20:06:41.5539113Z }, 2025-08-26T20:06:41.5540153Z { 2025-08-26T20:06:41.5540268Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5540411Z "size": 106, 2025-08-26T20:06:41.5540557Z "digest": "sha256:f0fca222de7a6a26df422d6e670746322853c39ad9c9c429b2900d013cd50c77" 2025-08-26T20:06:41.5540719Z }, 2025-08-26T20:06:41.5540786Z { 2025-08-26T20:06:41.5540900Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5541041Z "size": 1664, 2025-08-26T20:06:41.5541186Z "digest": "sha256:22a030503b345b73b860c6182ae3e2d7e0cd1b2668a744d31494827167bc4517" 2025-08-26T20:06:41.5541344Z }, 2025-08-26T20:06:41.5541411Z { 2025-08-26T20:06:41.5542420Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5542562Z "size": 724, 2025-08-26T20:06:41.5542706Z "digest": "sha256:13792f6142bb7a1ef0a78094cc19143b3302ac9aec9b5b76d8714461dbaec2f7" 2025-08-26T20:06:41.5542865Z }, 2025-08-26T20:06:41.5542933Z { 2025-08-26T20:06:41.5543046Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5543186Z "size": 138, 2025-08-26T20:06:41.5543331Z "digest": "sha256:69f78ebbc5f8918051c3894a8fcc363e137fbefb1bb3379547cda2e08e0ff682" 2025-08-26T20:06:41.5543492Z }, 2025-08-26T20:06:41.5543559Z { 2025-08-26T20:06:41.5543670Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5544706Z "size": 120, 2025-08-26T20:06:41.5544852Z "digest": "sha256:1a37b62fcfe458ec818b986cfa5e326596551091acb548856a5e1fef880c95db" 2025-08-26T20:06:41.5545015Z }, 2025-08-26T20:06:41.5545082Z { 2025-08-26T20:06:41.5545193Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5545339Z "size": 5381424049, 2025-08-26T20:06:41.5545493Z "digest": "sha256:d8bb6a144a063086947836baaaabe1db6772a053c8791eae8cc4a7ebd8b71d7f" 2025-08-26T20:06:41.5545654Z }, 2025-08-26T20:06:41.5545721Z { 2025-08-26T20:06:41.5545833Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5545974Z "size": 176, 2025-08-26T20:06:41.5547021Z "digest": "sha256:e140e9e2b329095fe6ccfcccf30f32683e738d7a790b9e2acad2896ba8646805" 2025-08-26T20:06:41.5547186Z }, 2025-08-26T20:06:41.5547253Z { 2025-08-26T20:06:41.5547365Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5547506Z "size": 1896, 2025-08-26T20:06:41.5547705Z "digest": "sha256:434bc8db92449889e8fbdcc32442ffeba611d4b681f1d8dab72226ece5d19d27" 2025-08-26T20:06:41.5547906Z }, 2025-08-26T20:06:41.5547972Z { 2025-08-26T20:06:41.5548084Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5548226Z "size": 162685319, 2025-08-26T20:06:41.5548379Z "digest": "sha256:ea883bc4ae08b29aa9b79235c1134677ff4355abe3ea7ce8b447a51a63e27bb6" 2025-08-26T20:06:41.5549587Z }, 2025-08-26T20:06:41.5549656Z { 2025-08-26T20:06:41.5549840Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5549981Z "size": 305, 2025-08-26T20:06:41.5550122Z "digest": "sha256:d221e08864cf57e509d72910147549a620ea91ca3e9e210651539991b1fc9428" 2025-08-26T20:06:41.5550282Z }, 2025-08-26T20:06:41.5550349Z { 2025-08-26T20:06:41.5550461Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5550602Z "size": 32, 2025-08-26T20:06:41.5550753Z "digest": "sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1" 2025-08-26T20:06:41.5550916Z }, 2025-08-26T20:06:41.5551904Z { 2025-08-26T20:06:41.5552019Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5552160Z "size": 108, 2025-08-26T20:06:41.5552302Z "digest": "sha256:b677407565cc9bc8283544481263c9abcce1f6c9ebd694eb647d9b5985ad9e61" 2025-08-26T20:06:41.5552461Z }, 2025-08-26T20:06:41.5552528Z { 2025-08-26T20:06:41.5552641Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-08-26T20:06:41.5552782Z "size": 54145698, 2025-08-26T20:06:41.5552929Z "digest": "sha256:95980b29f13507a56065db990925f057374e0373a460bf92afa310b6088f8ab6" 2025-08-26T20:06:41.5553085Z } 2025-08-26T20:06:41.5553153Z ] 2025-08-26T20:06:41.5554128Z } 2025-08-26T20:06:41.5554207Z + exit 0 2025-08-26T20:06:41.5580259Z ##[group]Run set -eux 2025-08-26T20:06:41.5581791Z set -eux 2025-08-26T20:06:41.5581958Z # It's ok if this steps fails, it would then be an anonymous user like what we used to have 2025-08-26T20:06:41.5582377Z aws secretsmanager get-secret-value --secret-id docker_hub_readonly_token | jq --raw-output '.SecretString' | jq -r .docker_hub_readonly_token | docker login --username pytorchbot --password-stdin || true 2025-08-26T20:06:41.5588241Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:06:41.5588381Z env: 2025-08-26T20:06:41.5588523Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:06:41.5588650Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:06:41.5588819Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:06:41.5588975Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:06:41.5589349Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:06:41.5591278Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T20:06:41.5591389Z AWS_REGION: us-east-1 2025-08-26T20:06:41.5591587Z AWS_ACCESS_KEY_ID: *** 2025-08-26T20:06:41.5591735Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T20:06:41.5593765Z AWS_SESSION_TOKEN: *** 2025-08-26T20:06:41.5593864Z ##[endgroup] 2025-08-26T20:06:41.5626220Z + aws secretsmanager get-secret-value --secret-id docker_hub_readonly_token 2025-08-26T20:06:41.5626425Z + jq --raw-output .SecretString 2025-08-26T20:06:41.5626623Z /home/runner/_work/_temp/60f2b17b-9e38-43e8-9c95-ee2382bafd9d.sh: line 3: aws: command not found 2025-08-26T20:06:41.5626974Z + jq -r .docker_hub_readonly_token 2025-08-26T20:06:41.5629251Z + docker login --username pytorchbot --password-stdin 2025-08-26T20:06:41.5739000Z Error: Cannot perform an interactive login from a non TTY device 2025-08-26T20:06:41.5750587Z + true 2025-08-26T20:06:41.5828101Z ##[group]Run pytorch/test-infra/.github/actions/pull-docker-image@main 2025-08-26T20:06:41.5828282Z with: 2025-08-26T20:06:41.5828671Z docker-image: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-noble-rocm-n-py3-16b1c8d10f4f7ec1a604612d52021e8c98b48fe6 2025-08-26T20:06:41.5829155Z docker-registry: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-26T20:06:41.5829298Z env: 2025-08-26T20:06:41.5829382Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:06:41.5831641Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:06:41.5831825Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:06:41.5831981Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:06:41.5832358Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:06:41.5832733Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T20:06:41.5832841Z AWS_REGION: us-east-1 2025-08-26T20:06:41.5833042Z AWS_ACCESS_KEY_ID: *** 2025-08-26T20:06:41.5833188Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T20:06:41.5835238Z AWS_SESSION_TOKEN: *** 2025-08-26T20:06:41.5835333Z ##[endgroup] 2025-08-26T20:06:41.5847308Z ##[group]Run set -x 2025-08-26T20:06:41.5847443Z set -x 2025-08-26T20:06:41.5847531Z set +e 2025-08-26T20:06:41.5847612Z  2025-08-26T20:06:41.5849840Z login() { 2025-08-26T20:06:41.5850031Z  aws ecr get-login-password --region us-east-1 | docker login -u AWS --password-stdin "$1" 2025-08-26T20:06:41.5850217Z } 2025-08-26T20:06:41.5850296Z  2025-08-26T20:06:41.5850374Z retry () { 2025-08-26T20:06:41.5850480Z  $* || (sleep 1 && $*) || (sleep 2 && $*) 2025-08-26T20:06:41.5850598Z } 2025-08-26T20:06:41.5850675Z  2025-08-26T20:06:41.5850769Z retry login "${DOCKER_REGISTRY}" 2025-08-26T20:06:41.5850879Z  2025-08-26T20:06:41.5851057Z IMAGE_SIZE=$(docker manifest inspect "${DOCKER_IMAGE}" | jq '[.layers[].size, .config.size] | add / 1024 / 1024') 2025-08-26T20:06:41.5853184Z echo "Compressed size of image in MB: ${IMAGE_SIZE}" 2025-08-26T20:06:41.5853325Z  2025-08-26T20:06:41.5853401Z set -e 2025-08-26T20:06:41.5853531Z # ignore output since only exit code is used for conditional 2025-08-26T20:06:41.5853709Z # only pull docker image if it's not available locally 2025-08-26T20:06:41.5853911Z if ! docker inspect --type=image "${DOCKER_IMAGE}" >/dev/null 2>/dev/null; then 2025-08-26T20:06:41.5854092Z  retry docker pull "${DOCKER_IMAGE}" 2025-08-26T20:06:41.5854209Z fi 2025-08-26T20:06:41.5860163Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:06:41.5860301Z env: 2025-08-26T20:06:41.5862413Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:06:41.5862551Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:06:41.5862719Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:06:41.5862877Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:06:41.5863260Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:06:41.5863622Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T20:06:41.5863730Z AWS_REGION: us-east-1 2025-08-26T20:06:41.5863868Z AWS_ACCESS_KEY_ID: *** 2025-08-26T20:06:41.5864010Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T20:06:41.5866046Z AWS_SESSION_TOKEN: *** 2025-08-26T20:06:41.5866312Z DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-noble-rocm-n-py3-16b1c8d10f4f7ec1a604612d52021e8c98b48fe6 2025-08-26T20:06:41.5868753Z DOCKER_REGISTRY: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-26T20:06:41.5868900Z ##[endgroup] 2025-08-26T20:06:41.5890103Z + set +e 2025-08-26T20:06:41.5890815Z + retry login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-26T20:06:41.5891048Z + login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-26T20:06:41.5892997Z + aws ecr get-login-password --region us-east-1 2025-08-26T20:06:41.5898437Z /home/runner/_work/_temp/8d27ebd4-9c05-4862-90c5-06d42cbae031.sh: line 5: aws: command not found 2025-08-26T20:06:41.5898714Z + docker login -u AWS --password-stdin 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-26T20:06:41.5990041Z Error: Cannot perform an interactive login from a non TTY device 2025-08-26T20:06:41.5999458Z + sleep 1 2025-08-26T20:06:42.6011091Z + login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-26T20:06:42.6014911Z + aws ecr get-login-password --region us-east-1 2025-08-26T20:06:42.6015504Z + docker login -u AWS --password-stdin 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-26T20:06:42.6016271Z /home/runner/_work/_temp/8d27ebd4-9c05-4862-90c5-06d42cbae031.sh: line 5: aws: command not found 2025-08-26T20:06:42.6119954Z Error: Cannot perform an interactive login from a non TTY device 2025-08-26T20:06:42.6122356Z + sleep 2 2025-08-26T20:06:44.6136749Z + login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-26T20:06:44.6137828Z + aws ecr get-login-password --region us-east-1 2025-08-26T20:06:44.6139393Z /home/runner/_work/_temp/8d27ebd4-9c05-4862-90c5-06d42cbae031.sh: line 5: aws: command not found 2025-08-26T20:06:44.6139902Z + docker login -u AWS --password-stdin 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-26T20:06:44.6240924Z Error: Cannot perform an interactive login from a non TTY device 2025-08-26T20:06:44.6257770Z ++ docker manifest inspect 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-noble-rocm-n-py3-16b1c8d10f4f7ec1a604612d52021e8c98b48fe6 2025-08-26T20:06:44.6258345Z ++ jq '[.layers[].size, .config.size] | add / 1024 / 1024' 2025-08-26T20:06:45.1228320Z + IMAGE_SIZE=18052.863626480103 2025-08-26T20:06:45.1228853Z Compressed size of image in MB: 18052.863626480103 2025-08-26T20:06:45.1229317Z + echo 'Compressed size of image in MB: 18052.863626480103' 2025-08-26T20:06:45.1229905Z + set -e 2025-08-26T20:06:45.1230708Z + docker inspect --type=image 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-noble-rocm-n-py3-16b1c8d10f4f7ec1a604612d52021e8c98b48fe6 2025-08-26T20:06:45.1361396Z + retry docker pull 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-noble-rocm-n-py3-16b1c8d10f4f7ec1a604612d52021e8c98b48fe6 2025-08-26T20:06:45.1362292Z + docker pull 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-noble-rocm-n-py3-16b1c8d10f4f7ec1a604612d52021e8c98b48fe6 2025-08-26T20:06:45.5982958Z pytorch-linux-noble-rocm-n-py3-16b1c8d10f4f7ec1a604612d52021e8c98b48fe6: Pulling from pytorch/ci-image 2025-08-26T20:06:45.5983717Z baa9e71a063a: Pulling fs layer 2025-08-26T20:06:45.5984064Z bc6828dc3a67: Pulling fs layer 2025-08-26T20:06:45.5984360Z b887bec4cf5f: Pulling fs layer 2025-08-26T20:06:45.5984651Z ac0275b0c502: Pulling fs layer 2025-08-26T20:06:45.5984933Z 211b0b40d45c: Pulling fs layer 2025-08-26T20:06:45.5985236Z ab2a2f72897f: Pulling fs layer 2025-08-26T20:06:45.5985525Z eaee181d3395: Pulling fs layer 2025-08-26T20:06:45.5985808Z 2fe00c81249f: Pulling fs layer 2025-08-26T20:06:45.5986090Z c6de97442ffc: Pulling fs layer 2025-08-26T20:06:45.5986371Z 13792f6142bb: Pulling fs layer 2025-08-26T20:06:45.5986651Z e5ac4d48efc3: Pulling fs layer 2025-08-26T20:06:45.5986919Z 949734882de5: Pulling fs layer 2025-08-26T20:06:45.5987156Z f8723952d07e: Pulling fs layer 2025-08-26T20:06:45.5987380Z c4b66cb3e145: Pulling fs layer 2025-08-26T20:06:45.5987605Z 8baee5f65179: Pulling fs layer 2025-08-26T20:06:45.5987833Z 7e9e15046c34: Pulling fs layer 2025-08-26T20:06:45.5988052Z ac0275b0c502: Waiting 2025-08-26T20:06:45.5988264Z 871987a9d99e: Pulling fs layer 2025-08-26T20:06:45.5988965Z f0d522e2a878: Pulling fs layer 2025-08-26T20:06:45.5989185Z 211b0b40d45c: Waiting 2025-08-26T20:06:45.5989390Z ed2742eeca4e: Pulling fs layer 2025-08-26T20:06:45.5989626Z bb3b42ec04fa: Pulling fs layer 2025-08-26T20:06:45.5990150Z ab2a2f72897f: Waiting 2025-08-26T20:06:45.5990492Z efd60625e6e3: Pulling fs layer 2025-08-26T20:06:45.5990719Z 79e4bc31cb69: Pulling fs layer 2025-08-26T20:06:45.5990941Z 13792f6142bb: Waiting 2025-08-26T20:06:45.5991131Z f8723952d07e: Waiting 2025-08-26T20:06:45.5991335Z af0f3532665e: Pulling fs layer 2025-08-26T20:06:45.5991553Z c6de97442ffc: Waiting 2025-08-26T20:06:45.5991744Z e5ac4d48efc3: Waiting 2025-08-26T20:06:45.5991939Z 7e9e15046c34: Waiting 2025-08-26T20:06:45.5992140Z 175354e949d8: Pulling fs layer 2025-08-26T20:06:45.5992355Z 949734882de5: Waiting 2025-08-26T20:06:45.5992545Z c4b66cb3e145: Waiting 2025-08-26T20:06:45.5992744Z 353055e75788: Pulling fs layer 2025-08-26T20:06:45.5992959Z eaee181d3395: Waiting 2025-08-26T20:06:45.5993164Z b3e4bfbe5674: Pulling fs layer 2025-08-26T20:06:45.5993386Z ed2742eeca4e: Waiting 2025-08-26T20:06:45.5993584Z bb3b42ec04fa: Waiting 2025-08-26T20:06:45.5993778Z 2fe00c81249f: Waiting 2025-08-26T20:06:45.5993977Z 8baee5f65179: Waiting 2025-08-26T20:06:45.5994185Z 0766a0a2d9c1: Pulling fs layer 2025-08-26T20:06:45.5994412Z f0d522e2a878: Waiting 2025-08-26T20:06:45.5994608Z 871987a9d99e: Waiting 2025-08-26T20:06:45.5994814Z f5e863d38b24: Pulling fs layer 2025-08-26T20:06:45.5995034Z 175354e949d8: Waiting 2025-08-26T20:06:45.5995232Z 73977e43e6de: Pulling fs layer 2025-08-26T20:06:45.5995460Z af0f3532665e: Waiting 2025-08-26T20:06:45.5995660Z 79e4bc31cb69: Waiting 2025-08-26T20:06:45.5995857Z efd60625e6e3: Waiting 2025-08-26T20:06:45.5996064Z 0780d907ae80: Pulling fs layer 2025-08-26T20:06:45.5996299Z ca98eafdf4d4: Pulling fs layer 2025-08-26T20:06:45.5996553Z b3e4bfbe5674: Waiting 2025-08-26T20:06:45.5996757Z 0c6dc4dd8b33: Pulling fs layer 2025-08-26T20:06:45.5996942Z f5e863d38b24: Waiting 2025-08-26T20:06:45.5997090Z 73977e43e6de: Waiting 2025-08-26T20:06:45.5997230Z 0780d907ae80: Waiting 2025-08-26T20:06:45.5997372Z ca98eafdf4d4: Waiting 2025-08-26T20:06:45.5997529Z ed5131773436: Pulling fs layer 2025-08-26T20:06:45.5997690Z 0c6dc4dd8b33: Waiting 2025-08-26T20:06:45.5997833Z 353055e75788: Waiting 2025-08-26T20:06:45.5997975Z 0766a0a2d9c1: Waiting 2025-08-26T20:06:45.5998118Z ed5131773436: Waiting 2025-08-26T20:06:45.5998269Z 115f187abeac: Pulling fs layer 2025-08-26T20:06:45.5998432Z c4ac9ebc03ab: Pulling fs layer 2025-08-26T20:06:45.5998592Z 0f80df9ec0a8: Pulling fs layer 2025-08-26T20:06:45.5998764Z d773426c510c: Pulling fs layer 2025-08-26T20:06:45.5998923Z 115f187abeac: Waiting 2025-08-26T20:06:45.5999075Z bc0360305afd: Pulling fs layer 2025-08-26T20:06:45.5999239Z c4ac9ebc03ab: Waiting 2025-08-26T20:06:45.5999391Z 4f4fb700ef54: Pulling fs layer 2025-08-26T20:06:45.5999553Z d773426c510c: Waiting 2025-08-26T20:06:45.5999823Z bc0360305afd: Waiting 2025-08-26T20:06:45.5999967Z 71e9cdca0882: Pulling fs layer 2025-08-26T20:06:45.6000145Z e7c2dba69e4c: Pulling fs layer 2025-08-26T20:06:45.6000308Z 4f4fb700ef54: Waiting 2025-08-26T20:06:45.6000459Z ec50dcb9c554: Pulling fs layer 2025-08-26T20:06:45.6000628Z f0fca222de7a: Pulling fs layer 2025-08-26T20:06:45.6000792Z 22a030503b34: Pulling fs layer 2025-08-26T20:06:45.6000960Z 69f78ebbc5f8: Pulling fs layer 2025-08-26T20:06:45.6001128Z 1a37b62fcfe4: Pulling fs layer 2025-08-26T20:06:45.6001292Z d8bb6a144a06: Pulling fs layer 2025-08-26T20:06:45.6001447Z e140e9e2b329: Pulling fs layer 2025-08-26T20:06:45.6001604Z 434bc8db9244: Pulling fs layer 2025-08-26T20:06:45.6001763Z ea883bc4ae08: Pulling fs layer 2025-08-26T20:06:45.6001989Z d221e08864cf: Pulling fs layer 2025-08-26T20:06:45.6002333Z 22a030503b34: Waiting 2025-08-26T20:06:45.6002542Z 71e9cdca0882: Waiting 2025-08-26T20:06:45.6002758Z e140e9e2b329: Waiting 2025-08-26T20:06:45.6002974Z d8bb6a144a06: Waiting 2025-08-26T20:06:45.6009864Z b677407565cc: Pulling fs layer 2025-08-26T20:06:45.6010009Z ec50dcb9c554: Waiting 2025-08-26T20:06:45.6010214Z 95980b29f135: Pulling fs layer 2025-08-26T20:06:45.6010339Z f0fca222de7a: Waiting 2025-08-26T20:06:45.6010446Z ea883bc4ae08: Waiting 2025-08-26T20:06:45.6010559Z 69f78ebbc5f8: Waiting 2025-08-26T20:06:45.6010664Z 95980b29f135: Waiting 2025-08-26T20:06:45.6010814Z b677407565cc: Waiting 2025-08-26T20:06:45.6010919Z 1a37b62fcfe4: Waiting 2025-08-26T20:06:45.6011024Z e7c2dba69e4c: Waiting 2025-08-26T20:06:45.6011129Z d221e08864cf: Waiting 2025-08-26T20:06:45.8067824Z bc6828dc3a67: Verifying Checksum 2025-08-26T20:06:45.8068190Z bc6828dc3a67: Download complete 2025-08-26T20:06:46.0240726Z ac0275b0c502: Verifying Checksum 2025-08-26T20:06:46.0240969Z ac0275b0c502: Download complete 2025-08-26T20:06:46.0811901Z baa9e71a063a: Verifying Checksum 2025-08-26T20:06:46.0812304Z baa9e71a063a: Download complete 2025-08-26T20:06:46.2240411Z 211b0b40d45c: Verifying Checksum 2025-08-26T20:06:46.2240798Z 211b0b40d45c: Download complete 2025-08-26T20:06:46.3033806Z ab2a2f72897f: Download complete 2025-08-26T20:06:46.5074271Z 2fe00c81249f: Verifying Checksum 2025-08-26T20:06:46.5074595Z 2fe00c81249f: Download complete 2025-08-26T20:06:46.6720490Z baa9e71a063a: Pull complete 2025-08-26T20:06:46.6813431Z bc6828dc3a67: Pull complete 2025-08-26T20:06:46.7248952Z c6de97442ffc: Download complete 2025-08-26T20:06:46.9506173Z 13792f6142bb: Verifying Checksum 2025-08-26T20:06:46.9506540Z 13792f6142bb: Download complete 2025-08-26T20:06:47.6263635Z eaee181d3395: Verifying Checksum 2025-08-26T20:06:47.6271176Z eaee181d3395: Download complete 2025-08-26T20:06:47.8235076Z 949734882de5: Download complete 2025-08-26T20:06:48.6766698Z f8723952d07e: Verifying Checksum 2025-08-26T20:06:48.6767128Z f8723952d07e: Download complete 2025-08-26T20:06:48.9051302Z c4b66cb3e145: Download complete 2025-08-26T20:06:49.1235389Z 8baee5f65179: Download complete 2025-08-26T20:06:49.1651934Z b887bec4cf5f: Download complete 2025-08-26T20:06:49.4760008Z 7e9e15046c34: Download complete 2025-08-26T20:06:49.6962968Z f0d522e2a878: Download complete 2025-08-26T20:06:49.9095361Z ed2742eeca4e: Verifying Checksum 2025-08-26T20:06:49.9098443Z ed2742eeca4e: Download complete 2025-08-26T20:06:53.9515376Z b887bec4cf5f: Pull complete 2025-08-26T20:06:53.9608163Z ac0275b0c502: Pull complete 2025-08-26T20:06:53.9737914Z 211b0b40d45c: Pull complete 2025-08-26T20:06:53.9832788Z ab2a2f72897f: Pull complete 2025-08-26T20:06:54.8253951Z 871987a9d99e: Verifying Checksum 2025-08-26T20:06:54.8254176Z 871987a9d99e: Download complete 2025-08-26T20:06:55.0564880Z efd60625e6e3: Verifying Checksum 2025-08-26T20:06:55.0565296Z efd60625e6e3: Download complete 2025-08-26T20:06:55.2538684Z eaee181d3395: Pull complete 2025-08-26T20:06:55.2631738Z 2fe00c81249f: Pull complete 2025-08-26T20:06:55.2719858Z c6de97442ffc: Pull complete 2025-08-26T20:06:55.2806058Z 13792f6142bb: Pull complete 2025-08-26T20:06:55.2813225Z 79e4bc31cb69: Verifying Checksum 2025-08-26T20:06:55.2813441Z 79e4bc31cb69: Download complete 2025-08-26T20:07:02.2471985Z af0f3532665e: Verifying Checksum 2025-08-26T20:07:02.2472259Z af0f3532665e: Download complete 2025-08-26T20:07:02.4737370Z 175354e949d8: Download complete 2025-08-26T20:07:02.6623157Z 353055e75788: Verifying Checksum 2025-08-26T20:07:02.6623512Z 353055e75788: Download complete 2025-08-26T20:07:02.8636776Z b3e4bfbe5674: Verifying Checksum 2025-08-26T20:07:02.8637465Z b3e4bfbe5674: Download complete 2025-08-26T20:07:03.0876602Z 0766a0a2d9c1: Download complete 2025-08-26T20:07:03.4547807Z f5e863d38b24: Verifying Checksum 2025-08-26T20:07:03.4548199Z f5e863d38b24: Download complete 2025-08-26T20:07:03.7286641Z 73977e43e6de: Download complete 2025-08-26T20:07:03.9606902Z 0780d907ae80: Verifying Checksum 2025-08-26T20:07:03.9607264Z 0780d907ae80: Download complete 2025-08-26T20:07:04.4221275Z ca98eafdf4d4: Verifying Checksum 2025-08-26T20:07:04.4221415Z ca98eafdf4d4: Download complete 2025-08-26T20:07:04.6505116Z 0c6dc4dd8b33: Download complete 2025-08-26T20:07:04.8542826Z ed5131773436: Verifying Checksum 2025-08-26T20:07:04.8544038Z ed5131773436: Download complete 2025-08-26T20:07:05.3659022Z 115f187abeac: Verifying Checksum 2025-08-26T20:07:05.3659460Z 115f187abeac: Download complete 2025-08-26T20:07:05.5577509Z c4ac9ebc03ab: Download complete 2025-08-26T20:07:05.7957639Z 0f80df9ec0a8: Download complete 2025-08-26T20:07:06.0162989Z d773426c510c: Verifying Checksum 2025-08-26T20:07:06.0163172Z d773426c510c: Download complete 2025-08-26T20:07:06.2234192Z bc0360305afd: Verifying Checksum 2025-08-26T20:07:06.2234399Z bc0360305afd: Download complete 2025-08-26T20:07:06.3200573Z 4f4fb700ef54: Verifying Checksum 2025-08-26T20:07:06.3200953Z 4f4fb700ef54: Download complete 2025-08-26T20:07:06.5222914Z 71e9cdca0882: Verifying Checksum 2025-08-26T20:07:06.5223300Z 71e9cdca0882: Download complete 2025-08-26T20:07:06.7361429Z e7c2dba69e4c: Download complete 2025-08-26T20:07:06.9813230Z ec50dcb9c554: Verifying Checksum 2025-08-26T20:07:06.9813703Z ec50dcb9c554: Download complete 2025-08-26T20:07:07.1901462Z f0fca222de7a: Verifying Checksum 2025-08-26T20:07:07.1901697Z f0fca222de7a: Download complete 2025-08-26T20:07:07.4068571Z 22a030503b34: Verifying Checksum 2025-08-26T20:07:07.4068762Z 22a030503b34: Download complete 2025-08-26T20:07:07.6188468Z 69f78ebbc5f8: Verifying Checksum 2025-08-26T20:07:07.6188775Z 69f78ebbc5f8: Download complete 2025-08-26T20:07:07.8226859Z 1a37b62fcfe4: Verifying Checksum 2025-08-26T20:07:07.8227264Z 1a37b62fcfe4: Download complete 2025-08-26T20:07:21.2804612Z e5ac4d48efc3: Verifying Checksum 2025-08-26T20:07:21.2804852Z e5ac4d48efc3: Download complete 2025-08-26T20:07:21.5045202Z e140e9e2b329: Verifying Checksum 2025-08-26T20:07:21.7206331Z e140e9e2b329: Download complete 2025-08-26T20:07:21.7206808Z 434bc8db9244: Download complete 2025-08-26T20:07:23.5525494Z ea883bc4ae08: Verifying Checksum 2025-08-26T20:07:23.5525931Z ea883bc4ae08: Download complete 2025-08-26T20:07:23.7451892Z d221e08864cf: Verifying Checksum 2025-08-26T20:07:23.7452921Z d221e08864cf: Download complete 2025-08-26T20:07:23.9716743Z b677407565cc: Verifying Checksum 2025-08-26T20:07:23.9724923Z b677407565cc: Download complete 2025-08-26T20:07:24.7090714Z 95980b29f135: Verifying Checksum 2025-08-26T20:07:24.7091029Z 95980b29f135: Download complete 2025-08-26T20:07:46.7747237Z e5ac4d48efc3: Pull complete 2025-08-26T20:07:46.7836634Z 949734882de5: Pull complete 2025-08-26T20:07:47.3348762Z f8723952d07e: Pull complete 2025-08-26T20:07:47.3440097Z c4b66cb3e145: Pull complete 2025-08-26T20:07:47.3531829Z 8baee5f65179: Pull complete 2025-08-26T20:07:47.3626810Z 7e9e15046c34: Pull complete 2025-08-26T20:07:50.9637278Z 871987a9d99e: Pull complete 2025-08-26T20:07:50.9760933Z f0d522e2a878: Pull complete 2025-08-26T20:07:50.9859237Z ed2742eeca4e: Pull complete 2025-08-26T20:08:01.8595441Z d8bb6a144a06: Verifying Checksum 2025-08-26T20:08:01.8595648Z d8bb6a144a06: Download complete 2025-08-26T20:08:11.2058295Z bb3b42ec04fa: Verifying Checksum 2025-08-26T20:08:11.2058588Z bb3b42ec04fa: Download complete 2025-08-26T20:09:10.0999245Z bb3b42ec04fa: Pull complete 2025-08-26T20:09:10.1105240Z efd60625e6e3: Pull complete 2025-08-26T20:09:10.1194060Z 79e4bc31cb69: Pull complete 2025-08-26T20:09:14.5484857Z af0f3532665e: Pull complete 2025-08-26T20:09:14.5595858Z 175354e949d8: Pull complete 2025-08-26T20:09:14.5713936Z 353055e75788: Pull complete 2025-08-26T20:09:14.5836447Z b3e4bfbe5674: Pull complete 2025-08-26T20:09:14.5934126Z 0766a0a2d9c1: Pull complete 2025-08-26T20:09:14.6234533Z f5e863d38b24: Pull complete 2025-08-26T20:09:14.6322452Z 73977e43e6de: Pull complete 2025-08-26T20:09:14.6408306Z 0780d907ae80: Pull complete 2025-08-26T20:09:14.8599364Z ca98eafdf4d4: Pull complete 2025-08-26T20:09:14.8714458Z 0c6dc4dd8b33: Pull complete 2025-08-26T20:09:14.8806261Z ed5131773436: Pull complete 2025-08-26T20:09:14.9905584Z 115f187abeac: Pull complete 2025-08-26T20:09:15.0019903Z c4ac9ebc03ab: Pull complete 2025-08-26T20:09:15.0215528Z 0f80df9ec0a8: Pull complete 2025-08-26T20:09:15.0307779Z d773426c510c: Pull complete 2025-08-26T20:09:15.0397509Z bc0360305afd: Pull complete 2025-08-26T20:09:15.0482804Z 4f4fb700ef54: Pull complete 2025-08-26T20:09:15.0598626Z 71e9cdca0882: Pull complete 2025-08-26T20:09:15.0735996Z e7c2dba69e4c: Pull complete 2025-08-26T20:09:15.0834967Z ec50dcb9c554: Pull complete 2025-08-26T20:09:15.0924396Z f0fca222de7a: Pull complete 2025-08-26T20:09:15.1043733Z 22a030503b34: Pull complete 2025-08-26T20:09:15.1254304Z 69f78ebbc5f8: Pull complete 2025-08-26T20:09:15.1346446Z 1a37b62fcfe4: Pull complete 2025-08-26T20:09:51.5544923Z d8bb6a144a06: Pull complete 2025-08-26T20:09:51.5641711Z e140e9e2b329: Pull complete 2025-08-26T20:09:51.5755230Z 434bc8db9244: Pull complete 2025-08-26T20:09:54.5561552Z ea883bc4ae08: Pull complete 2025-08-26T20:09:54.5671172Z d221e08864cf: Pull complete 2025-08-26T20:09:54.5844243Z b677407565cc: Pull complete 2025-08-26T20:09:55.3019239Z 95980b29f135: Pull complete 2025-08-26T20:09:55.3066354Z Digest: sha256:948c30e7883f54acce647cd46bd0f7c674fc8dd99be350f18fea8fc6e3d96232 2025-08-26T20:09:55.3079286Z Status: Downloaded newer image for 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-noble-rocm-n-py3-16b1c8d10f4f7ec1a604612d52021e8c98b48fe6 2025-08-26T20:09:55.3092170Z 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-noble-rocm-n-py3-16b1c8d10f4f7ec1a604612d52021e8c98b48fe6 2025-08-26T20:09:55.3157213Z Prepare all required actions 2025-08-26T20:09:55.3176023Z ##[group]Run ./.github/actions/get-workflow-job-id 2025-08-26T20:09:55.3176161Z with: 2025-08-26T20:09:55.3176480Z github-token: *** 2025-08-26T20:09:55.3176577Z env: 2025-08-26T20:09:55.3176673Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:09:55.3176810Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:09:55.3177050Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:09:55.3177220Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:09:55.3177614Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:09:55.3177992Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T20:09:55.3178111Z AWS_REGION: us-east-1 2025-08-26T20:09:55.3178257Z AWS_ACCESS_KEY_ID: *** 2025-08-26T20:09:55.3178428Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T20:09:55.3180603Z AWS_SESSION_TOKEN: *** 2025-08-26T20:09:55.3180709Z ##[endgroup] 2025-08-26T20:09:55.3190722Z ##[group]Run set -eux 2025-08-26T20:09:55.3190835Z set -eux 2025-08-26T20:09:55.3190998Z python3 .github/scripts/get_workflow_job_id.py "${GITHUB_RUN_ID}" "${RUNNER_NAME}" 2025-08-26T20:09:55.3196389Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:09:55.3196526Z env: 2025-08-26T20:09:55.3196612Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:09:55.3196739Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:09:55.3196906Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:09:55.3228484Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:09:55.3228890Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:09:55.3229261Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T20:09:55.3229375Z AWS_REGION: us-east-1 2025-08-26T20:09:55.3229527Z AWS_ACCESS_KEY_ID: *** 2025-08-26T20:09:55.3230038Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T20:09:55.3232070Z AWS_SESSION_TOKEN: *** 2025-08-26T20:09:55.3232230Z GITHUB_TOKEN: *** 2025-08-26T20:09:55.3232331Z ##[endgroup] 2025-08-26T20:09:55.3261102Z + python3 .github/scripts/get_workflow_job_id.py 17248463563 linux.rocm.gpu.gfx942.1-ccq8d-runner-9zsz2 2025-08-26T20:09:55.8793443Z Setting output job-id=48946667456 2025-08-26T20:09:55.8793691Z Setting output job-name=linux-noble-rocm-py3.12-mi300 / test (default, 4, 6, linux.rocm.gpu.gfx942.1) 2025-08-26T20:09:55.8887330Z Prepare all required actions 2025-08-26T20:09:55.8887523Z Getting action download info 2025-08-26T20:09:56.1437952Z Download action repository 'seemethere/download-artifact-s3@v4' (SHA:1da556a7aa0a088e3153970611f6c432d58e80e6) 2025-08-26T20:09:56.5820202Z Download action repository 'actions/download-artifact@v4' (SHA:d3f86a106a0bac45b974a628896c90dbdf5c8093) 2025-08-26T20:09:56.9561121Z ##[group]Run ./.github/actions/download-build-artifacts 2025-08-26T20:09:56.9561270Z with: 2025-08-26T20:09:56.9561371Z name: linux-noble-rocm-py3.12-mi300 2025-08-26T20:09:56.9561496Z s3-bucket: gha-artifacts 2025-08-26T20:09:56.9561595Z env: 2025-08-26T20:09:56.9561887Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:09:56.9562014Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:09:56.9562183Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:09:56.9562343Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:09:56.9562739Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:09:56.9563106Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T20:09:56.9563223Z AWS_REGION: us-east-1 2025-08-26T20:09:56.9563391Z AWS_ACCESS_KEY_ID: *** 2025-08-26T20:09:56.9563539Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T20:09:56.9565562Z AWS_SESSION_TOKEN: *** 2025-08-26T20:09:56.9565659Z ##[endgroup] 2025-08-26T20:09:56.9586765Z ##[group]Run seemethere/download-artifact-s3@v4 2025-08-26T20:09:56.9586896Z with: 2025-08-26T20:09:56.9586994Z name: linux-noble-rocm-py3.12-mi300 2025-08-26T20:09:56.9587116Z s3-bucket: gha-artifacts 2025-08-26T20:09:56.9587216Z region: us-east-1 2025-08-26T20:09:56.9587300Z env: 2025-08-26T20:09:56.9587383Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:09:56.9587587Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:09:56.9591532Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:09:56.9591691Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:09:56.9592063Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:09:56.9592423Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T20:09:56.9592530Z AWS_REGION: us-east-1 2025-08-26T20:09:56.9592669Z AWS_ACCESS_KEY_ID: *** 2025-08-26T20:09:56.9592813Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T20:09:56.9594835Z AWS_SESSION_TOKEN: *** 2025-08-26T20:09:56.9594930Z ##[endgroup] 2025-08-26T20:09:57.1907758Z (node:4751) NOTE: We are formalizing our plans to enter AWS SDK for JavaScript (v2) into maintenance mode in 2023. 2025-08-26T20:09:57.1908252Z 2025-08-26T20:09:57.1908467Z Please migrate your code to use AWS SDK for JavaScript (v3). 2025-08-26T20:09:57.1909039Z For more information, check the migration guide at https://a.co/7PzMCcy 2025-08-26T20:09:57.1909593Z (Use `node --trace-warnings ...` to show where the warning was created) 2025-08-26T20:09:57.3157114Z Found 1 objects with prefix pytorch/pytorch/17248463563/linux-noble-rocm-py3.12-mi300/ 2025-08-26T20:09:57.3157823Z Starting download (1/1): /home/runner/_work/pytorch/pytorch/artifacts.zip 2025-08-26T20:10:25.2223728Z Finished download (1/1): /home/runner/_work/pytorch/pytorch/artifacts.zip 2025-08-26T20:10:25.2227514Z Artifact download has finished successfully 2025-08-26T20:10:25.2447907Z ##[group]Run unzip -o artifacts.zip 2025-08-26T20:10:25.2448125Z unzip -o artifacts.zip 2025-08-26T20:10:25.2454607Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:10:25.2454820Z env: 2025-08-26T20:10:25.2454947Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:10:25.2455139Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:10:25.2455570Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:10:25.2455811Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:10:25.2460732Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:10:25.2461488Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T20:10:25.2461648Z AWS_REGION: us-east-1 2025-08-26T20:10:25.2461874Z AWS_ACCESS_KEY_ID: *** 2025-08-26T20:10:25.2462092Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T20:10:25.2465446Z AWS_SESSION_TOKEN: *** 2025-08-26T20:10:25.2465588Z ##[endgroup] 2025-08-26T20:10:25.2505832Z Archive: artifacts.zip 2025-08-26T20:10:25.2507227Z creating: dist/ 2025-08-26T20:10:28.2619930Z inflating: dist/torch-2.9.0a0+git262640f-cp312-cp312-linux_x86_64.whl 2025-08-26T20:10:28.2701178Z inflating: dist/.ninja_log 2025-08-26T20:10:28.2705382Z creating: build/custom_test_artifacts/ 2025-08-26T20:10:28.2705626Z creating: build/custom_test_artifacts/custom-op-build/ 2025-08-26T20:10:28.2711767Z creating: build/custom_test_artifacts/custom-op-build/CMakeFiles/ 2025-08-26T20:10:28.2712040Z creating: build/custom_test_artifacts/custom-op-build/CMakeFiles/pkgRedirects/ 2025-08-26T20:10:28.2712301Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/CMakeConfigureLog.yaml 2025-08-26T20:10:28.2712542Z creating: build/custom_test_artifacts/custom-op-build/CMakeFiles/4.0.0/ 2025-08-26T20:10:28.2712776Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/4.0.0/CMakeSystem.cmake 2025-08-26T20:10:28.2713025Z creating: build/custom_test_artifacts/custom-op-build/CMakeFiles/4.0.0/CompilerIdC/ 2025-08-26T20:10:28.2713290Z creating: build/custom_test_artifacts/custom-op-build/CMakeFiles/4.0.0/CompilerIdC/tmp/ 2025-08-26T20:10:28.2713575Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/4.0.0/CompilerIdC/CMakeCCompilerId.c 2025-08-26T20:10:28.2713871Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/4.0.0/CompilerIdC/a.out 2025-08-26T20:10:28.2714133Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/4.0.0/CMakeCCompiler.cmake 2025-08-26T20:10:28.2714388Z creating: build/custom_test_artifacts/custom-op-build/CMakeFiles/4.0.0/CompilerIdCXX/ 2025-08-26T20:10:28.2714643Z creating: build/custom_test_artifacts/custom-op-build/CMakeFiles/4.0.0/CompilerIdCXX/tmp/ 2025-08-26T20:10:28.2714933Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/4.0.0/CompilerIdCXX/CMakeCXXCompilerId.cpp 2025-08-26T20:10:28.2715231Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/4.0.0/CompilerIdCXX/a.out 2025-08-26T20:10:28.2715506Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/4.0.0/CMakeCXXCompiler.cmake 2025-08-26T20:10:28.2715803Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/4.0.0/CMakeDetermineCompilerABI_C.bin 2025-08-26T20:10:28.2716114Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/4.0.0/CMakeDetermineCompilerABI_CXX.bin 2025-08-26T20:10:28.2716377Z creating: build/custom_test_artifacts/custom-op-build/CMakeFiles/CMakeScratch/ 2025-08-26T20:10:28.2716595Z creating: build/custom_test_artifacts/custom-op-build/CMakeFiles/CMakeTmp/ 2025-08-26T20:10:28.2716830Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/cmake.check_cache 2025-08-26T20:10:28.2717069Z creating: build/custom_test_artifacts/custom-op-build/CMakeFiles/custom_ops.dir/ 2025-08-26T20:10:28.2717330Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/custom_ops.dir/compiler_depend.ts 2025-08-26T20:10:28.2717626Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/custom_ops.dir/compiler_depend.make 2025-08-26T20:10:28.2717909Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/custom_ops.dir/depend.make 2025-08-26T20:10:28.2718609Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/custom_ops.dir/link.txt 2025-08-26T20:10:28.2718880Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/custom_ops.dir/cmake_clean.cmake 2025-08-26T20:10:28.2719154Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/custom_ops.dir/build.make 2025-08-26T20:10:28.2719529Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/custom_ops.dir/DependInfo.cmake 2025-08-26T20:10:28.2719897Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/custom_ops.dir/flags.make 2025-08-26T20:10:28.2720170Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/custom_ops.dir/progress.make 2025-08-26T20:10:28.2725989Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/custom_ops.dir/op.cpp.o.d 2025-08-26T20:10:28.2842397Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/custom_ops.dir/op.cpp.o 2025-08-26T20:10:28.2842889Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/custom_ops.dir/link.d 2025-08-26T20:10:28.2843314Z creating: build/custom_test_artifacts/custom-op-build/CMakeFiles/test_custom_ops.dir/ 2025-08-26T20:10:28.2843791Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/test_custom_ops.dir/compiler_depend.ts 2025-08-26T20:10:28.2844330Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/test_custom_ops.dir/compiler_depend.make 2025-08-26T20:10:28.2844833Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/test_custom_ops.dir/depend.make 2025-08-26T20:10:28.2845302Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/test_custom_ops.dir/link.txt 2025-08-26T20:10:28.2845784Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/test_custom_ops.dir/cmake_clean.cmake 2025-08-26T20:10:28.2846271Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/test_custom_ops.dir/build.make 2025-08-26T20:10:28.2846763Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/test_custom_ops.dir/DependInfo.cmake 2025-08-26T20:10:28.2847242Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/test_custom_ops.dir/flags.make 2025-08-26T20:10:28.2847713Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/test_custom_ops.dir/progress.make 2025-08-26T20:10:28.2857113Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/test_custom_ops.dir/test_custom_ops.cpp.o.d 2025-08-26T20:10:28.2906003Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/test_custom_ops.dir/test_custom_ops.cpp.o 2025-08-26T20:10:28.2906454Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/test_custom_ops.dir/link.d 2025-08-26T20:10:28.2906742Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/CMakeDirectoryInformation.cmake 2025-08-26T20:10:28.2907030Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/TargetDirectories.txt 2025-08-26T20:10:28.2907288Z extracting: build/custom_test_artifacts/custom-op-build/CMakeFiles/progress.marks 2025-08-26T20:10:28.2907569Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/Makefile2 2025-08-26T20:10:28.2908350Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/Makefile.cmake 2025-08-26T20:10:28.2908602Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/InstallScripts.json 2025-08-26T20:10:28.2908844Z inflating: build/custom_test_artifacts/custom-op-build/hipblaslt_test_outer_vec.cc 2025-08-26T20:10:28.2912811Z inflating: build/custom_test_artifacts/custom-op-build/hipblaslt_test_vec_ext.cc 2025-08-26T20:10:28.2913080Z inflating: build/custom_test_artifacts/custom-op-build/CMakeCache.txt 2025-08-26T20:10:28.2913290Z inflating: build/custom_test_artifacts/custom-op-build/Makefile 2025-08-26T20:10:28.2913491Z inflating: build/custom_test_artifacts/custom-op-build/cmake_install.cmake 2025-08-26T20:10:28.3009750Z inflating: build/custom_test_artifacts/custom-op-build/libcustom_ops.so 2025-08-26T20:10:28.3043969Z inflating: build/custom_test_artifacts/custom-op-build/test_custom_ops 2025-08-26T20:10:28.3044182Z creating: build/custom_test_artifacts/jit-hook-build/ 2025-08-26T20:10:28.3044364Z creating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/ 2025-08-26T20:10:28.3044722Z creating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/pkgRedirects/ 2025-08-26T20:10:28.3046622Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/CMakeConfigureLog.yaml 2025-08-26T20:10:28.3046873Z creating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/4.0.0/ 2025-08-26T20:10:28.3050531Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/4.0.0/CMakeSystem.cmake 2025-08-26T20:10:28.3050783Z creating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/4.0.0/CompilerIdC/ 2025-08-26T20:10:28.3051027Z creating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/4.0.0/CompilerIdC/tmp/ 2025-08-26T20:10:28.3051307Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/4.0.0/CompilerIdC/CMakeCCompilerId.c 2025-08-26T20:10:28.3051581Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/4.0.0/CompilerIdC/a.out 2025-08-26T20:10:28.3051848Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/4.0.0/CMakeCCompiler.cmake 2025-08-26T20:10:28.3052098Z creating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/4.0.0/CompilerIdCXX/ 2025-08-26T20:10:28.3052343Z creating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/4.0.0/CompilerIdCXX/tmp/ 2025-08-26T20:10:28.3052625Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/4.0.0/CompilerIdCXX/CMakeCXXCompilerId.cpp 2025-08-26T20:10:28.3052916Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/4.0.0/CompilerIdCXX/a.out 2025-08-26T20:10:28.3054518Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/4.0.0/CMakeCXXCompiler.cmake 2025-08-26T20:10:28.3054823Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/4.0.0/CMakeDetermineCompilerABI_C.bin 2025-08-26T20:10:28.3055134Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/4.0.0/CMakeDetermineCompilerABI_CXX.bin 2025-08-26T20:10:28.3055399Z creating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/CMakeScratch/ 2025-08-26T20:10:28.3055608Z creating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/CMakeTmp/ 2025-08-26T20:10:28.3055824Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/cmake.check_cache 2025-08-26T20:10:28.3056057Z creating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/test_jit_hooks.dir/ 2025-08-26T20:10:28.3056316Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/test_jit_hooks.dir/compiler_depend.ts 2025-08-26T20:10:28.3056609Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/test_jit_hooks.dir/compiler_depend.make 2025-08-26T20:10:28.3056896Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/test_jit_hooks.dir/depend.make 2025-08-26T20:10:28.3058510Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/test_jit_hooks.dir/link.txt 2025-08-26T20:10:28.3058796Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/test_jit_hooks.dir/cmake_clean.cmake 2025-08-26T20:10:28.3059084Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/test_jit_hooks.dir/build.make 2025-08-26T20:10:28.3059358Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/test_jit_hooks.dir/DependInfo.cmake 2025-08-26T20:10:28.3059633Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/test_jit_hooks.dir/flags.make 2025-08-26T20:10:28.3059998Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/test_jit_hooks.dir/progress.make 2025-08-26T20:10:28.3068773Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/test_jit_hooks.dir/test_jit_hooks.cpp.o.d 2025-08-26T20:10:28.3106798Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/test_jit_hooks.dir/test_jit_hooks.cpp.o 2025-08-26T20:10:28.3107098Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/test_jit_hooks.dir/link.d 2025-08-26T20:10:28.3107528Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/CMakeDirectoryInformation.cmake 2025-08-26T20:10:28.3110077Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/TargetDirectories.txt 2025-08-26T20:10:28.3110355Z extracting: build/custom_test_artifacts/jit-hook-build/CMakeFiles/progress.marks 2025-08-26T20:10:28.3110588Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/Makefile2 2025-08-26T20:10:28.3110809Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/Makefile.cmake 2025-08-26T20:10:28.3111042Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeFiles/InstallScripts.json 2025-08-26T20:10:28.3111282Z inflating: build/custom_test_artifacts/jit-hook-build/hipblaslt_test_outer_vec.cc 2025-08-26T20:10:28.3111506Z inflating: build/custom_test_artifacts/jit-hook-build/hipblaslt_test_vec_ext.cc 2025-08-26T20:10:28.3111719Z inflating: build/custom_test_artifacts/jit-hook-build/CMakeCache.txt 2025-08-26T20:10:28.3111915Z inflating: build/custom_test_artifacts/jit-hook-build/Makefile 2025-08-26T20:10:28.3112110Z inflating: build/custom_test_artifacts/jit-hook-build/cmake_install.cmake 2025-08-26T20:10:28.3134060Z inflating: build/custom_test_artifacts/jit-hook-build/test_jit_hooks 2025-08-26T20:10:28.3134258Z creating: build/custom_test_artifacts/custom-backend-build/ 2025-08-26T20:10:28.3134451Z creating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/ 2025-08-26T20:10:28.3136201Z creating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/pkgRedirects/ 2025-08-26T20:10:28.3136690Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/CMakeConfigureLog.yaml 2025-08-26T20:10:28.3136941Z creating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/4.0.0/ 2025-08-26T20:10:28.3137184Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/4.0.0/CMakeSystem.cmake 2025-08-26T20:10:28.3137445Z creating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/4.0.0/CompilerIdC/ 2025-08-26T20:10:28.3137702Z creating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/4.0.0/CompilerIdC/tmp/ 2025-08-26T20:10:28.3138794Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/4.0.0/CompilerIdC/CMakeCCompilerId.c 2025-08-26T20:10:28.3139370Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/4.0.0/CompilerIdC/a.out 2025-08-26T20:10:28.3139930Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/4.0.0/CMakeCCompiler.cmake 2025-08-26T20:10:28.3140277Z creating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/4.0.0/CompilerIdCXX/ 2025-08-26T20:10:28.3143218Z creating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/4.0.0/CompilerIdCXX/tmp/ 2025-08-26T20:10:28.3143588Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/4.0.0/CompilerIdCXX/CMakeCXXCompilerId.cpp 2025-08-26T20:10:28.3143939Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/4.0.0/CompilerIdCXX/a.out 2025-08-26T20:10:28.3144265Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/4.0.0/CMakeCXXCompiler.cmake 2025-08-26T20:10:28.3144607Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/4.0.0/CMakeDetermineCompilerABI_C.bin 2025-08-26T20:10:28.3144974Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/4.0.0/CMakeDetermineCompilerABI_CXX.bin 2025-08-26T20:10:28.3145302Z creating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/CMakeScratch/ 2025-08-26T20:10:28.3145735Z creating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/CMakeTmp/ 2025-08-26T20:10:28.3146005Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/cmake.check_cache 2025-08-26T20:10:28.3146283Z creating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/custom_backend.dir/ 2025-08-26T20:10:28.3148289Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/custom_backend.dir/compiler_depend.ts 2025-08-26T20:10:28.3148693Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/custom_backend.dir/compiler_depend.make 2025-08-26T20:10:28.3149004Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/custom_backend.dir/depend.make 2025-08-26T20:10:28.3149289Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/custom_backend.dir/link.txt 2025-08-26T20:10:28.3149590Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/custom_backend.dir/cmake_clean.cmake 2025-08-26T20:10:28.3149991Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/custom_backend.dir/build.make 2025-08-26T20:10:28.3150287Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/custom_backend.dir/DependInfo.cmake 2025-08-26T20:10:28.3150581Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/custom_backend.dir/flags.make 2025-08-26T20:10:28.3150875Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/custom_backend.dir/progress.make 2025-08-26T20:10:28.3151190Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/custom_backend.dir/custom_backend.cpp.o.d 2025-08-26T20:10:28.3221577Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/custom_backend.dir/custom_backend.cpp.o 2025-08-26T20:10:28.3223725Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/custom_backend.dir/link.d 2025-08-26T20:10:28.3224010Z creating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/test_custom_backend.dir/ 2025-08-26T20:10:28.3224322Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/test_custom_backend.dir/compiler_depend.ts 2025-08-26T20:10:28.3224659Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/test_custom_backend.dir/compiler_depend.make 2025-08-26T20:10:28.3224986Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/test_custom_backend.dir/depend.make 2025-08-26T20:10:28.3225286Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/test_custom_backend.dir/link.txt 2025-08-26T20:10:28.3225593Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/test_custom_backend.dir/cmake_clean.cmake 2025-08-26T20:10:28.3225906Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/test_custom_backend.dir/build.make 2025-08-26T20:10:28.3226217Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/test_custom_backend.dir/DependInfo.cmake 2025-08-26T20:10:28.3226536Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/test_custom_backend.dir/flags.make 2025-08-26T20:10:28.3228209Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/test_custom_backend.dir/progress.make 2025-08-26T20:10:28.3236395Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/test_custom_backend.dir/test_custom_backend.cpp.o.d 2025-08-26T20:10:28.3268810Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/test_custom_backend.dir/test_custom_backend.cpp.o 2025-08-26T20:10:28.3269142Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/test_custom_backend.dir/link.d 2025-08-26T20:10:28.3269446Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/CMakeDirectoryInformation.cmake 2025-08-26T20:10:28.3269809Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/TargetDirectories.txt 2025-08-26T20:10:28.3270198Z extracting: build/custom_test_artifacts/custom-backend-build/CMakeFiles/progress.marks 2025-08-26T20:10:28.3270441Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/Makefile2 2025-08-26T20:10:28.3270921Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/Makefile.cmake 2025-08-26T20:10:28.3271249Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeFiles/InstallScripts.json 2025-08-26T20:10:28.3271506Z inflating: build/custom_test_artifacts/custom-backend-build/hipblaslt_test_outer_vec.cc 2025-08-26T20:10:28.3273420Z inflating: build/custom_test_artifacts/custom-backend-build/hipblaslt_test_vec_ext.cc 2025-08-26T20:10:28.3273685Z inflating: build/custom_test_artifacts/custom-backend-build/CMakeCache.txt 2025-08-26T20:10:28.3273903Z inflating: build/custom_test_artifacts/custom-backend-build/Makefile 2025-08-26T20:10:28.3274117Z inflating: build/custom_test_artifacts/custom-backend-build/cmake_install.cmake 2025-08-26T20:10:28.3334533Z inflating: build/custom_test_artifacts/custom-backend-build/libcustom_backend.so 2025-08-26T20:10:28.3358635Z inflating: build/custom_test_artifacts/custom-backend-build/test_custom_backend 2025-08-26T20:10:28.3358827Z creating: build/lib/ 2025-08-26T20:10:28.3410292Z inflating: build/lib/libprotobuf-lite.a 2025-08-26T20:10:28.3684106Z inflating: build/lib/libprotobuf.a 2025-08-26T20:10:28.3988731Z inflating: build/lib/libprotoc.a 2025-08-26T20:10:28.3993844Z inflating: build/lib/libpthreadpool.a 2025-08-26T20:10:28.3998756Z inflating: build/lib/libcpuinfo.a 2025-08-26T20:10:28.4003518Z inflating: build/lib/libcpuinfo_internals.a 2025-08-26T20:10:28.4003712Z inflating: build/lib/libclog.a 2025-08-26T20:10:28.4015597Z inflating: build/lib/libpytorch_qnnpack.a 2025-08-26T20:10:28.4022516Z inflating: build/lib/libnnpack_reference_layers.a 2025-08-26T20:10:28.4131915Z inflating: build/lib/libmicrokernels-prod.a 2025-08-26T20:10:28.4142757Z inflating: build/lib/libnnpack.a 2025-08-26T20:10:28.4681809Z inflating: build/lib/libmicrokernels-all.a 2025-08-26T20:10:28.4724187Z inflating: build/lib/libgtest.a 2025-08-26T20:10:28.4734460Z inflating: build/lib/libgmock.a 2025-08-26T20:10:28.4735131Z inflating: build/lib/libgmock_main.a 2025-08-26T20:10:28.4735341Z inflating: build/lib/libgtest_main.a 2025-08-26T20:10:28.4791067Z inflating: build/lib/libXNNPACK.a 2025-08-26T20:10:28.4837118Z inflating: build/lib/libbenchmark.a 2025-08-26T20:10:28.4842324Z inflating: build/lib/libbenchmark_main.a 2025-08-26T20:10:28.4842516Z inflating: build/lib/libjitprofiling.a 2025-08-26T20:10:28.4842666Z inflating: build/lib/libittnotify.a 2025-08-26T20:10:28.4882831Z inflating: build/lib/libasmjit.a 2025-08-26T20:10:28.5595643Z inflating: build/lib/libfbgemm.a 2025-08-26T20:10:28.5613567Z inflating: build/lib/libtensorpipe_uv.a 2025-08-26T20:10:28.5951300Z inflating: build/lib/libtensorpipe.a 2025-08-26T20:10:28.6024075Z inflating: build/lib/libgloo.a 2025-08-26T20:10:28.6052605Z inflating: build/lib/libonnx_proto.a 2025-08-26T20:10:28.6308121Z inflating: build/lib/libgloo_hip.a 2025-08-26T20:10:28.6746191Z inflating: build/lib/libonnx.a 2025-08-26T20:10:29.2971028Z inflating: build/lib/libdnnl.a 2025-08-26T20:10:29.2981708Z inflating: build/lib/libfmt.a 2025-08-26T20:10:29.3163038Z inflating: build/lib/libkineto.a 2025-08-26T20:10:29.3230580Z inflating: build/lib/libc10.so 2025-08-26T20:10:29.3231683Z inflating: build/lib/libtorch_global_deps.so 2025-08-26T20:10:29.3263503Z inflating: build/lib/libc10_hip.so 2025-08-26T20:10:29.3264051Z inflating: build/lib/libcaffe2_nvrtc.so 2025-08-26T20:10:31.1685581Z inflating: build/lib/libtorch_cpu.so 2025-08-26T20:10:31.1688505Z inflating: build/lib/libshm.so 2025-08-26T20:10:31.6788290Z inflating: build/lib/libtorch_hip.so 2025-08-26T20:10:31.6788629Z inflating: build/lib/libtorch.so 2025-08-26T20:10:31.6807136Z inflating: build/lib/libjitbackend_test.so 2025-08-26T20:10:31.6843523Z inflating: build/lib/libtorchbind_test.so 2025-08-26T20:10:31.6858471Z inflating: build/lib/libbackend_with_compiler.so 2025-08-26T20:10:31.6875007Z inflating: build/lib/libaoti_custom_ops.so 2025-08-26T20:10:31.8189001Z inflating: build/lib/libtorch_python.so 2025-08-26T20:10:31.8210356Z inflating: build/lib/libnnapi_backend.so 2025-08-26T20:10:31.8210546Z creating: build/bin/ 2025-08-26T20:10:31.8210684Z creating: build/bin/CMakeFiles/ 2025-08-26T20:10:31.8210865Z inflating: build/bin/cmake_install.cmake 2025-08-26T20:10:31.8211035Z inflating: build/bin/CTestTestfile.cmake 2025-08-26T20:10:31.8493883Z inflating: build/bin/protoc-3.13.0.0 2025-08-26T20:10:31.8778163Z inflating: build/bin/protoc 2025-08-26T20:10:31.8813893Z inflating: build/bin/c10_AllocatorConfig_test 2025-08-26T20:10:31.8848008Z inflating: build/bin/c10_CompileTimeFunctionPointer_test 2025-08-26T20:10:31.8883242Z inflating: build/bin/c10_DeviceGuard_test 2025-08-26T20:10:31.8918582Z inflating: build/bin/c10_Device_test 2025-08-26T20:10:31.8958951Z inflating: build/bin/c10_DispatchKeySet_test 2025-08-26T20:10:31.8992564Z inflating: build/bin/c10_StreamGuard_test 2025-08-26T20:10:31.9029415Z inflating: build/bin/c10_Scalar_test 2025-08-26T20:10:31.9064348Z inflating: build/bin/c10_SymInt_test 2025-08-26T20:10:31.9107676Z inflating: build/bin/c10_InlineDeviceGuard_test 2025-08-26T20:10:31.9138961Z inflating: build/bin/c10_InlineStreamGuard_test 2025-08-26T20:10:31.9176959Z inflating: build/bin/c10_SizesAndStrides_test 2025-08-26T20:10:31.9211177Z inflating: build/bin/c10_ArrayRef_test 2025-08-26T20:10:31.9258580Z inflating: build/bin/c10_cow_test 2025-08-26T20:10:31.9292396Z inflating: build/bin/c10_ConstexprCrc_test 2025-08-26T20:10:31.9326481Z inflating: build/bin/c10_DeadlockDetection_test 2025-08-26T20:10:31.9365905Z inflating: build/bin/c10_Enumerate_test 2025-08-26T20:10:31.9401420Z inflating: build/bin/c10_Bitset_test 2025-08-26T20:10:31.9435866Z inflating: build/bin/c10_Half_test 2025-08-26T20:10:31.9477339Z inflating: build/bin/c10_IntrusiveList_test 2025-08-26T20:10:31.9509916Z inflating: build/bin/c10_LeftRight_test 2025-08-26T20:10:31.9547482Z inflating: build/bin/c10_Metaprogramming_test 2025-08-26T20:10:31.9583812Z inflating: build/bin/c10_NetworkFlow_test 2025-08-26T20:10:31.9633818Z inflating: build/bin/c10_Semaphore_test 2025-08-26T20:10:31.9668745Z inflating: build/bin/c10_Synchronized_test 2025-08-26T20:10:31.9706622Z inflating: build/bin/c10_ThreadLocal_test 2025-08-26T20:10:31.9742232Z inflating: build/bin/c10_TypeIndex_test 2025-08-26T20:10:31.9777177Z inflating: build/bin/c10_TypeList_test 2025-08-26T20:10:31.9811087Z inflating: build/bin/c10_TypeTraits_test 2025-08-26T20:10:31.9846493Z inflating: build/bin/c10_accumulate_test 2025-08-26T20:10:31.9885531Z inflating: build/bin/c10_bfloat16_test 2025-08-26T20:10:31.9919274Z inflating: build/bin/c10_bit_cast_test 2025-08-26T20:10:31.9958064Z inflating: build/bin/c10_complex_math_test 2025-08-26T20:10:31.9999007Z inflating: build/bin/c10_exception_test 2025-08-26T20:10:32.0033292Z inflating: build/bin/c10_error_test 2025-08-26T20:10:32.0071056Z inflating: build/bin/c10_complex_test 2025-08-26T20:10:32.0105717Z inflating: build/bin/c10_flags_test 2025-08-26T20:10:32.0140450Z inflating: build/bin/c10_generic_math_test 2025-08-26T20:10:32.0175628Z inflating: build/bin/c10_irange_test 2025-08-26T20:10:32.0282308Z inflating: build/bin/c10_intrusive_ptr_test 2025-08-26T20:10:32.0318941Z inflating: build/bin/c10_lazy_test 2025-08-26T20:10:32.0358126Z inflating: build/bin/c10_logging_test 2025-08-26T20:10:32.0408429Z inflating: build/bin/c10_optional_test 2025-08-26T20:10:32.0450379Z inflating: build/bin/c10_ordered_preserving_dict_test 2025-08-26T20:10:32.0487345Z inflating: build/bin/c10_registry_test 2025-08-26T20:10:32.0523149Z inflating: build/bin/c10_ssize_test 2025-08-26T20:10:32.0622778Z inflating: build/bin/c10_small_vector_test 2025-08-26T20:10:32.0661255Z inflating: build/bin/c10_string_util_test 2025-08-26T20:10:32.0695804Z inflating: build/bin/c10_tempfile_test 2025-08-26T20:10:32.0729526Z inflating: build/bin/c10_string_view_test 2025-08-26T20:10:32.0759598Z inflating: build/bin/c10_intrusive_ptr_benchmark 2025-08-26T20:10:32.0798061Z inflating: build/bin/c10_typeid_test 2025-08-26T20:10:32.0831806Z inflating: build/bin/c10_hip_HIPAssertionsTest_1_var_test 2025-08-26T20:10:32.0865906Z inflating: build/bin/c10_hip_HIPAssertionsTest_catches_stream 2025-08-26T20:10:32.0899944Z inflating: build/bin/c10_hip_HIPAssertionsTest_catches_thread_and_block_and_device 2025-08-26T20:10:32.0933591Z inflating: build/bin/c10_hip_HIPAssertionsTest_from_2_processes 2025-08-26T20:10:32.0967368Z inflating: build/bin/c10_hip_HIPAssertionsTest_multiple_writes_from_blocks_and_threads 2025-08-26T20:10:32.1001048Z inflating: build/bin/c10_hip_HIPAssertionsTest_multiple_writes_from_multiple_blocks 2025-08-26T20:10:32.1034733Z inflating: build/bin/c10_hip_HIPAssertionsTest_multiple_writes_from_same_block 2025-08-26T20:10:32.1068617Z inflating: build/bin/c10_hip_HIPTest 2025-08-26T20:10:32.1443020Z inflating: build/bin/vec_test_all_types_DEFAULT 2025-08-26T20:10:32.1825559Z inflating: build/bin/vec_test_all_types_AVX512 2025-08-26T20:10:32.2213476Z inflating: build/bin/vec_test_all_types_AVX2 2025-08-26T20:10:32.2249200Z inflating: build/bin/BackoffTest 2025-08-26T20:10:32.2285893Z inflating: build/bin/FileStoreTest 2025-08-26T20:10:32.2324525Z inflating: build/bin/TCPStoreTest 2025-08-26T20:10:32.2361437Z inflating: build/bin/HashStoreTest 2025-08-26T20:10:32.2406143Z inflating: build/bin/ProcessGroupGlooTest 2025-08-26T20:10:32.2407766Z inflating: build/bin/example_allreduce 2025-08-26T20:10:32.2410035Z inflating: build/bin/torch_shm_manager 2025-08-26T20:10:32.2446771Z inflating: build/bin/static_runtime_bench 2025-08-26T20:10:32.2608502Z inflating: build/bin/static_runtime_test 2025-08-26T20:10:32.2657725Z inflating: build/bin/Dict_test 2025-08-26T20:10:32.2693814Z inflating: build/bin/Dimname_test 2025-08-26T20:10:32.2740897Z inflating: build/bin/MaybeOwned_test 2025-08-26T20:10:32.2776550Z inflating: build/bin/NamedTensor_test 2025-08-26T20:10:32.2816943Z inflating: build/bin/apply_utils_test 2025-08-26T20:10:32.2857090Z inflating: build/bin/atest 2025-08-26T20:10:32.2900586Z inflating: build/bin/basic 2025-08-26T20:10:32.2938680Z inflating: build/bin/broadcast_test 2025-08-26T20:10:32.2973715Z inflating: build/bin/cpu_allocator_test 2025-08-26T20:10:32.3013189Z inflating: build/bin/cpu_generator_test 2025-08-26T20:10:32.3053203Z inflating: build/bin/cpu_profiling_allocator_test 2025-08-26T20:10:32.3111261Z inflating: build/bin/cpu_rng_test 2025-08-26T20:10:32.3146070Z inflating: build/bin/dlconvertor_test 2025-08-26T20:10:32.3185324Z inflating: build/bin/extension_backend_test 2025-08-26T20:10:32.3223261Z inflating: build/bin/half_test 2025-08-26T20:10:32.3287032Z inflating: build/bin/ivalue_test 2025-08-26T20:10:32.3321275Z inflating: build/bin/lazy_tensor_test 2025-08-26T20:10:32.3358019Z inflating: build/bin/math_kernel_test 2025-08-26T20:10:32.3394756Z inflating: build/bin/memory_format_test 2025-08-26T20:10:32.3431585Z inflating: build/bin/memory_overlapping_test 2025-08-26T20:10:32.3468003Z inflating: build/bin/mobile_memory_cleanup 2025-08-26T20:10:32.3506116Z inflating: build/bin/native_test 2025-08-26T20:10:32.3541161Z inflating: build/bin/operator_name_test 2025-08-26T20:10:32.3576780Z inflating: build/bin/packedtensoraccessor_test 2025-08-26T20:10:32.3611578Z inflating: build/bin/operators_test 2025-08-26T20:10:32.3657111Z inflating: build/bin/pow_test 2025-08-26T20:10:32.3691699Z inflating: build/bin/reduce_ops_test 2025-08-26T20:10:32.3730559Z inflating: build/bin/quantized_test 2025-08-26T20:10:32.3765569Z inflating: build/bin/reportMemoryUsage_test 2025-08-26T20:10:32.3800853Z inflating: build/bin/StorageUtils_test 2025-08-26T20:10:32.3839486Z inflating: build/bin/scalar_tensor_test 2025-08-26T20:10:32.3875370Z inflating: build/bin/stride_properties_test 2025-08-26T20:10:32.3915301Z inflating: build/bin/scalar_test 2025-08-26T20:10:32.3967732Z inflating: build/bin/tensor_iterator_test 2025-08-26T20:10:32.4004715Z inflating: build/bin/test_parallel 2025-08-26T20:10:32.4042606Z inflating: build/bin/type_ptr_test 2025-08-26T20:10:32.4077241Z inflating: build/bin/thread_init_test 2025-08-26T20:10:32.4113001Z inflating: build/bin/undefined_tensor_test 2025-08-26T20:10:32.4153455Z inflating: build/bin/type_test 2025-08-26T20:10:32.4187546Z inflating: build/bin/verify_api_visibility 2025-08-26T20:10:32.4235005Z inflating: build/bin/legacy_vmap_test 2025-08-26T20:10:32.4270420Z inflating: build/bin/weakref_test 2025-08-26T20:10:32.4305527Z inflating: build/bin/wrapdim_test 2025-08-26T20:10:32.4377743Z inflating: build/bin/List_test 2025-08-26T20:10:32.4415770Z inflating: build/bin/IListRef_test 2025-08-26T20:10:32.4451184Z inflating: build/bin/xla_tensor_test 2025-08-26T20:10:32.4530417Z inflating: build/bin/kernel_function_legacy_test 2025-08-26T20:10:32.4575032Z inflating: build/bin/KernelFunction_test 2025-08-26T20:10:32.4638217Z inflating: build/bin/kernel_function_test 2025-08-26T20:10:32.4705461Z inflating: build/bin/kernel_lambda_test 2025-08-26T20:10:32.4787722Z inflating: build/bin/kernel_lambda_legacy_test 2025-08-26T20:10:32.4829051Z inflating: build/bin/kernel_stackbased_test 2025-08-26T20:10:32.4864204Z inflating: build/bin/CppSignature_test 2025-08-26T20:10:32.4930484Z inflating: build/bin/make_boxed_from_unboxed_functor_test 2025-08-26T20:10:32.4961182Z inflating: build/bin/op_allowlist_test 2025-08-26T20:10:32.4999101Z inflating: build/bin/backend_fallback_test 2025-08-26T20:10:32.5032990Z inflating: build/bin/hip_complex_math_test 2025-08-26T20:10:32.5078540Z inflating: build/bin/inline_container_test 2025-08-26T20:10:32.5276764Z inflating: build/bin/op_registration_test 2025-08-26T20:10:32.5312644Z inflating: build/bin/hip_apply_test 2025-08-26T20:10:32.5346358Z inflating: build/bin/hip_complex_test 2025-08-26T20:10:32.5380263Z inflating: build/bin/hip_distributions_test 2025-08-26T20:10:32.5414135Z inflating: build/bin/hip_generator_test 2025-08-26T20:10:32.5448433Z inflating: build/bin/hip_half_test 2025-08-26T20:10:32.5482338Z inflating: build/bin/hip_integer_divider_test 2025-08-26T20:10:32.5516085Z inflating: build/bin/hip_optional_test 2025-08-26T20:10:32.5549819Z inflating: build/bin/hip_packedtensoraccessor_test 2025-08-26T20:10:32.5583433Z inflating: build/bin/hip_vectorized_test 2025-08-26T20:10:32.5618924Z inflating: build/bin/hip_dlconvertor_test 2025-08-26T20:10:32.6319557Z inflating: build/bin/test_jit 2025-08-26T20:10:32.6556590Z inflating: build/bin/test_nativert 2025-08-26T20:10:32.6594167Z inflating: build/bin/test_dist_autograd 2025-08-26T20:10:32.6640109Z inflating: build/bin/test_cpp_rpc 2025-08-26T20:10:32.6640688Z inflating: build/bin/parallel_benchmark 2025-08-26T20:10:32.7370601Z inflating: build/bin/test_api 2025-08-26T20:10:32.7589260Z inflating: build/bin/test_lazy 2025-08-26T20:10:32.7590322Z creating: .additional_ci_files/ 2025-08-26T20:10:32.7638744Z inflating: .additional_ci_files/test-times.json 2025-08-26T20:10:32.7828002Z inflating: .additional_ci_files/test-class-times.json 2025-08-26T20:10:32.7865579Z ##[group]Run rm artifacts.zip 2025-08-26T20:10:32.7865732Z rm artifacts.zip 2025-08-26T20:10:32.7871558Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:10:32.7871703Z env: 2025-08-26T20:10:32.7871912Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:10:32.7872046Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:10:32.7872217Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:10:32.7872375Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:10:32.7872856Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:10:32.7873217Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T20:10:32.7873327Z AWS_REGION: us-east-1 2025-08-26T20:10:32.7873506Z AWS_ACCESS_KEY_ID: *** 2025-08-26T20:10:32.7873714Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T20:10:32.7875766Z AWS_SESSION_TOKEN: *** 2025-08-26T20:10:32.7875867Z ##[endgroup] 2025-08-26T20:10:32.9593246Z ##[group]Run df -H 2025-08-26T20:10:32.9593379Z df -H 2025-08-26T20:10:32.9599175Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:10:32.9599320Z env: 2025-08-26T20:10:32.9599408Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:10:32.9599540Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:10:32.9599897Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:10:32.9600065Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:10:32.9600439Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:10:32.9600801Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T20:10:32.9600912Z AWS_REGION: us-east-1 2025-08-26T20:10:32.9601070Z AWS_ACCESS_KEY_ID: *** 2025-08-26T20:10:32.9601218Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T20:10:32.9603244Z AWS_SESSION_TOKEN: *** 2025-08-26T20:10:32.9603346Z ##[endgroup] 2025-08-26T20:10:32.9632588Z Filesystem Size Used Avail Use% Mounted on 2025-08-26T20:10:32.9632962Z overlay 2.2T 361G 1.8T 17% / 2025-08-26T20:10:32.9639068Z tmpfs 68M 0 68M 0% /dev 2025-08-26T20:10:32.9639392Z /dev/vda1 2.2T 361G 1.8T 17% /run 2025-08-26T20:10:32.9639623Z shm 68M 4.1k 68M 1% /dev/shm 2025-08-26T20:10:32.9640091Z tmpfs 1.4T 13k 1.4T 1% /run/secrets/kubernetes.io/serviceaccount 2025-08-26T20:10:32.9640409Z tmpfs 675G 0 675G 0% /proc/acpi 2025-08-26T20:10:32.9640639Z tmpfs 675G 0 675G 0% /proc/scsi 2025-08-26T20:10:32.9640869Z tmpfs 675G 0 675G 0% /sys/firmware 2025-08-26T20:10:32.9662166Z Prepare all required actions 2025-08-26T20:10:32.9662360Z Getting action download info 2025-08-26T20:10:33.1247157Z ##[group]Run ./.github/actions/download-td-artifacts 2025-08-26T20:10:33.1247291Z with: 2025-08-26T20:10:33.1247367Z env: 2025-08-26T20:10:33.1249339Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:10:33.1249468Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:10:33.1249634Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:10:33.1249882Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:10:33.1250259Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:10:33.1250624Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T20:10:33.1250731Z AWS_REGION: us-east-1 2025-08-26T20:10:33.1250857Z AWS_ACCESS_KEY_ID: *** 2025-08-26T20:10:33.1251010Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T20:10:33.1253035Z AWS_SESSION_TOKEN: *** 2025-08-26T20:10:33.1254903Z ##[endgroup] 2025-08-26T20:10:33.1272694Z ##[group]Run seemethere/download-artifact-s3@v4 2025-08-26T20:10:33.1272819Z with: 2025-08-26T20:10:33.1272900Z name: td_results 2025-08-26T20:10:33.1272992Z s3-bucket: gha-artifacts 2025-08-26T20:10:33.1273092Z region: us-east-1 2025-08-26T20:10:33.1273175Z env: 2025-08-26T20:10:33.1273258Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:10:33.1273385Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:10:33.1273552Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:10:33.1273804Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:10:33.1274177Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:10:33.1274533Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T20:10:33.1274640Z AWS_REGION: us-east-1 2025-08-26T20:10:33.1277566Z AWS_ACCESS_KEY_ID: *** 2025-08-26T20:10:33.1277724Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T20:10:33.1279838Z AWS_SESSION_TOKEN: *** 2025-08-26T20:10:33.1279966Z ##[endgroup] 2025-08-26T20:10:33.3638506Z (node:4783) NOTE: We are formalizing our plans to enter AWS SDK for JavaScript (v2) into maintenance mode in 2023. 2025-08-26T20:10:33.3638859Z 2025-08-26T20:10:33.3639013Z Please migrate your code to use AWS SDK for JavaScript (v3). 2025-08-26T20:10:33.3639423Z For more information, check the migration guide at https://a.co/7PzMCcy 2025-08-26T20:10:33.3639959Z (Use `node --trace-warnings ...` to show where the warning was created) 2025-08-26T20:10:33.4953909Z Found 1 objects with prefix pytorch/pytorch/17248463563/td_results/ 2025-08-26T20:10:33.4954513Z Starting download (1/1): /home/runner/_work/pytorch/pytorch/td_results.json 2025-08-26T20:10:33.6547762Z Finished download (1/1): /home/runner/_work/pytorch/pytorch/td_results.json 2025-08-26T20:10:33.6551806Z Artifact download has finished successfully 2025-08-26T20:10:33.6745957Z ##[group]Run mkdir -p .additional_ci_files 2025-08-26T20:10:33.6746151Z mkdir -p .additional_ci_files 2025-08-26T20:10:33.6746353Z mv td_results.json .additional_ci_files/td_results.json || true 2025-08-26T20:10:33.6754515Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:10:33.6754656Z env: 2025-08-26T20:10:33.6754743Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:10:33.6754870Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:10:33.6755050Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:10:33.6755211Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:10:33.6755729Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:10:33.6756085Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T20:10:33.6756192Z AWS_REGION: us-east-1 2025-08-26T20:10:33.6758206Z AWS_ACCESS_KEY_ID: *** 2025-08-26T20:10:33.6758360Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T20:10:33.6760502Z AWS_SESSION_TOKEN: *** 2025-08-26T20:10:33.6760601Z ##[endgroup] 2025-08-26T20:10:33.7290562Z ##[group]Run .github/scripts/parse_ref.py 2025-08-26T20:10:33.7290710Z .github/scripts/parse_ref.py 2025-08-26T20:10:33.7296133Z shell: /usr/bin/bash -e {0} 2025-08-26T20:10:33.7296235Z env: 2025-08-26T20:10:33.7296321Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:10:33.7296463Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:10:33.7296635Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:10:33.7296793Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:10:33.7297170Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:10:33.7297527Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T20:10:33.7297633Z AWS_REGION: us-east-1 2025-08-26T20:10:33.7297774Z AWS_ACCESS_KEY_ID: *** 2025-08-26T20:10:33.7297932Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T20:10:33.7300075Z AWS_SESSION_TOKEN: *** 2025-08-26T20:10:33.7300177Z ##[endgroup] 2025-08-26T20:10:33.7418738Z Setting output branch=main 2025-08-26T20:10:33.7487211Z Prepare all required actions 2025-08-26T20:10:33.7487374Z Getting action download info 2025-08-26T20:10:33.9024676Z ##[group]Run ./.github/actions/filter-test-configs 2025-08-26T20:10:33.9024806Z with: 2025-08-26T20:10:33.9024993Z github-token: *** 2025-08-26T20:10:33.9025581Z test-matrix: {"include": [{"config": "default", "shard": 1, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}, {"config": "default", "shard": 2, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}, {"config": "default", "shard": 3, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}, {"config": "default", "shard": 4, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}, {"config": "default", "shard": 5, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}, {"config": "default", "shard": 6, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}]} 2025-08-26T20:10:33.9026249Z job-name: linux-noble-rocm-py3.12-mi300 / test (default, 4, 6, linux.rocm.gpu.gfx942.1) 2025-08-26T20:10:33.9026437Z env: 2025-08-26T20:10:33.9026524Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:10:33.9026651Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:10:33.9026819Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:10:33.9029426Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:10:33.9029900Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:10:33.9030259Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T20:10:33.9030368Z AWS_REGION: us-east-1 2025-08-26T20:10:33.9030485Z AWS_ACCESS_KEY_ID: *** 2025-08-26T20:10:33.9030661Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T20:10:33.9032700Z AWS_SESSION_TOKEN: *** 2025-08-26T20:10:33.9032796Z ##[endgroup] 2025-08-26T20:10:33.9060549Z ##[group]Run nick-fields/retry@v3.0.0 2025-08-26T20:10:33.9060680Z with: 2025-08-26T20:10:33.9060766Z shell: bash 2025-08-26T20:10:33.9060852Z timeout_minutes: 10 2025-08-26T20:10:33.9060943Z max_attempts: 5 2025-08-26T20:10:33.9061039Z retry_wait_seconds: 30 2025-08-26T20:10:33.9061325Z command: set -eux # PyYAML 6.0 doesn't work with MacOS x86 anymore # This must run on Python-3.7 (AmazonLinux2) so can't use request=3.32.2 python3 -m pip install requests==2.27.1 pyyaml==6.0.2 2025-08-26T20:10:33.9061618Z polling_interval_seconds: 1 2025-08-26T20:10:33.9061724Z warning_on_retry: true 2025-08-26T20:10:33.9061823Z continue_on_error: false 2025-08-26T20:10:33.9061919Z env: 2025-08-26T20:10:33.9063896Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:10:33.9064034Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:10:33.9064203Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:10:33.9064359Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:10:33.9064731Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:10:33.9065086Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T20:10:33.9065195Z AWS_REGION: us-east-1 2025-08-26T20:10:33.9065323Z AWS_ACCESS_KEY_ID: *** 2025-08-26T20:10:33.9065465Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T20:10:33.9067588Z AWS_SESSION_TOKEN: *** 2025-08-26T20:10:33.9067739Z GITHUB_TOKEN: *** 2025-08-26T20:10:33.9069804Z ##[endgroup] 2025-08-26T20:10:33.9497606Z + python3 -m pip install requests==2.27.1 pyyaml==6.0.2 2025-08-26T20:10:34.0916100Z Defaulting to user installation because normal site-packages is not writeable 2025-08-26T20:10:34.2453981Z Collecting requests==2.27.1 2025-08-26T20:10:34.3792368Z Downloading requests-2.27.1-py2.py3-none-any.whl (63 kB) 2025-08-26T20:10:34.4101312Z ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 63.1/63.1 KB 1.8 MB/s eta 0:00:00 2025-08-26T20:10:34.4805753Z Collecting pyyaml==6.0.2 2025-08-26T20:10:34.5036750Z Downloading PyYAML-6.0.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (751 kB) 2025-08-26T20:10:34.5710308Z ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 751.2/751.2 KB 11.2 MB/s eta 0:00:00 2025-08-26T20:10:34.6091739Z Collecting idna<4,>=2.5 2025-08-26T20:10:34.6316057Z Downloading idna-3.10-py3-none-any.whl (70 kB) 2025-08-26T20:10:34.6343316Z ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 70.4/70.4 KB 37.5 MB/s eta 0:00:00 2025-08-26T20:10:34.6800791Z Collecting urllib3<1.27,>=1.21.1 2025-08-26T20:10:34.7025690Z Downloading urllib3-1.26.20-py2.py3-none-any.whl (144 kB) 2025-08-26T20:10:34.7059407Z ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 144.2/144.2 KB 55.8 MB/s eta 0:00:00 2025-08-26T20:10:34.8247721Z Collecting charset-normalizer~=2.0.0 2025-08-26T20:10:34.8473011Z Downloading charset_normalizer-2.0.12-py3-none-any.whl (39 kB) 2025-08-26T20:10:34.8950340Z Collecting certifi>=2017.4.17 2025-08-26T20:10:34.9173491Z Downloading certifi-2025.8.3-py3-none-any.whl (161 kB) 2025-08-26T20:10:34.9212783Z ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 161.2/161.2 KB 53.5 MB/s eta 0:00:00 2025-08-26T20:10:34.9774271Z Installing collected packages: urllib3, pyyaml, idna, charset-normalizer, certifi, requests 2025-08-26T20:10:35.0764244Z WARNING: The script normalizer is installed in '/home/runner/.local/bin' which is not on PATH. 2025-08-26T20:10:35.0764584Z Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location. 2025-08-26T20:10:35.0979063Z Successfully installed certifi-2025.8.3 charset-normalizer-2.0.12 idna-3.10 pyyaml-6.0.2 requests-2.27.1 urllib3-1.26.20 2025-08-26T20:10:35.9500246Z Command completed after 1 attempt(s). 2025-08-26T20:10:35.9578592Z ##[group]Run set -x 2025-08-26T20:10:35.9578807Z set -x 2025-08-26T20:10:35.9578966Z  2025-08-26T20:10:35.9579229Z # Use relative path here as this could be checked out anywhere, not necessarily 2025-08-26T20:10:35.9579453Z # in runner workspace 2025-08-26T20:10:35.9579649Z python3 "${GITHUB_ACTION_PATH}/../../scripts/parse_ref.py" 2025-08-26T20:10:35.9585463Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:10:35.9585680Z env: 2025-08-26T20:10:35.9585797Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:10:35.9585983Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:10:35.9586207Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:10:35.9586410Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:10:35.9586826Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:10:35.9587247Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T20:10:35.9587505Z AWS_REGION: us-east-1 2025-08-26T20:10:35.9587704Z AWS_ACCESS_KEY_ID: *** 2025-08-26T20:10:35.9587904Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T20:10:35.9590069Z AWS_SESSION_TOKEN: *** 2025-08-26T20:10:35.9590223Z ##[endgroup] 2025-08-26T20:10:35.9616330Z + python3 /home/runner/_work/pytorch/pytorch/./.github/actions/filter-test-configs/../../scripts/parse_ref.py 2025-08-26T20:10:35.9708724Z Setting output branch=main 2025-08-26T20:10:35.9749623Z ##[group]Run echo "Workflow: ${GITHUB_WORKFLOW}" 2025-08-26T20:10:35.9749889Z echo "Workflow: ${GITHUB_WORKFLOW}" 2025-08-26T20:10:35.9750016Z echo "Job name: ${JOB_NAME}" 2025-08-26T20:10:35.9750124Z  2025-08-26T20:10:35.9750263Z # Use relative path here as this could be checked out anywhere, not necessarily 2025-08-26T20:10:35.9750436Z # in runner workspace 2025-08-26T20:10:35.9750595Z python3 "${GITHUB_ACTION_PATH}/../../scripts/filter_test_configs.py" \ 2025-08-26T20:10:35.9750771Z  --workflow "${GITHUB_WORKFLOW}" \ 2025-08-26T20:10:35.9750893Z  --job-name "${JOB_NAME}" \ 2025-08-26T20:10:35.9751662Z  --test-matrix "{"include": [{"config": "default", "shard": 1, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}, {"config": "default", "shard": 2, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}, {"config": "default", "shard": 3, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}, {"config": "default", "shard": 4, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}, {"config": "default", "shard": 5, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}, {"config": "default", "shard": 6, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}]}" \ 2025-08-26T20:10:35.9754092Z  --selected-test-configs "" \ 2025-08-26T20:10:35.9754223Z  --pr-number "${PR_NUMBER}" \ 2025-08-26T20:10:35.9754338Z  --tag "${TAG}" \ 2025-08-26T20:10:35.9754449Z  --event-name "${EVENT_NAME}" \ 2025-08-26T20:10:35.9754565Z  --schedule "${SCHEDULE}" \ 2025-08-26T20:10:35.9754678Z  --branch "${HEAD_BRANCH}" 2025-08-26T20:10:35.9760277Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:10:35.9760416Z env: 2025-08-26T20:10:35.9760506Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:10:35.9760633Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:10:35.9760800Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:10:35.9760958Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:10:35.9761330Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:10:35.9761688Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T20:10:35.9761796Z AWS_REGION: us-east-1 2025-08-26T20:10:35.9761946Z AWS_ACCESS_KEY_ID: *** 2025-08-26T20:10:35.9762094Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T20:10:35.9764218Z AWS_SESSION_TOKEN: *** 2025-08-26T20:10:35.9764410Z GITHUB_TOKEN: *** 2025-08-26T20:10:35.9766325Z JOB_NAME: linux-noble-rocm-py3.12-mi300 / test (default, 4, 6, linux.rocm.gpu.gfx942.1) 2025-08-26T20:10:35.9766511Z PR_NUMBER: 2025-08-26T20:10:35.9766594Z TAG: 2025-08-26T20:10:35.9766672Z EVENT_NAME: push 2025-08-26T20:10:35.9766758Z SCHEDULE: 2025-08-26T20:10:35.9766838Z HEAD_BRANCH: main 2025-08-26T20:10:35.9766926Z ##[endgroup] 2025-08-26T20:10:35.9793656Z Workflow: rocm-mi300 2025-08-26T20:10:35.9794001Z Job name: linux-noble-rocm-py3.12-mi300 / test (default, 4, 6, linux.rocm.gpu.gfx942.1) 2025-08-26T20:10:36.2163681Z Setting output keep-going=True 2025-08-26T20:10:36.2164020Z Setting output ci-verbose-test-logs=False 2025-08-26T20:10:36.2164288Z Setting output ci-test-showlocals=False 2025-08-26T20:10:36.2164532Z Setting output ci-no-test-timeout=False 2025-08-26T20:10:36.2164761Z Setting output ci-no-td=False 2025-08-26T20:10:36.2164979Z Setting output ci-td-distributed=False 2025-08-26T20:10:36.2165224Z Setting output is-unstable=False 2025-08-26T20:10:36.2165489Z Setting output reenabled-issues= 2025-08-26T20:10:36.2166695Z Setting output test-matrix={"include": [{"config": "default", "shard": 1, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}, {"config": "default", "shard": 2, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}, {"config": "default", "shard": 3, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}, {"config": "default", "shard": 4, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}, {"config": "default", "shard": 5, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}, {"config": "default", "shard": 6, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}]} 2025-08-26T20:10:36.2167910Z Setting output is-test-matrix-empty=False 2025-08-26T20:10:36.2292906Z ##[group]Run echo "Filtered matrix:" 2025-08-26T20:10:36.2293101Z echo "Filtered matrix:" 2025-08-26T20:10:36.2293886Z echo "{"include": [{"config": "default", "shard": 1, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}, {"config": "default", "shard": 2, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}, {"config": "default", "shard": 3, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}, {"config": "default", "shard": 4, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}, {"config": "default", "shard": 5, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}, {"config": "default", "shard": 6, "num_shards": 6, "runner": "linux.rocm.gpu.gfx942.1"}]}" 2025-08-26T20:10:36.2294619Z  2025-08-26T20:10:36.2294711Z echo 2025-08-26T20:10:36.2294828Z echo "Is the current job unstable? False" 2025-08-26T20:10:36.2294962Z  2025-08-26T20:10:36.2295045Z echo 2025-08-26T20:10:36.2295152Z echo "Is keep-going label set? True" 2025-08-26T20:10:36.2295281Z  2025-08-26T20:10:36.2295368Z echo 2025-08-26T20:10:36.2297274Z echo "Reenabled issues? " 2025-08-26T20:10:36.2303192Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:10:36.2303334Z env: 2025-08-26T20:10:36.2303427Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:10:36.2303554Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:10:36.2303727Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:10:36.2303884Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:10:36.2304259Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:10:36.2304617Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T20:10:36.2304726Z AWS_REGION: us-east-1 2025-08-26T20:10:36.2306527Z AWS_ACCESS_KEY_ID: *** 2025-08-26T20:10:36.2306673Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T20:10:36.2308872Z AWS_SESSION_TOKEN: *** 2025-08-26T20:10:36.2308971Z ##[endgroup] 2025-08-26T20:10:36.2337717Z Filtered matrix: 2025-08-26T20:10:36.2340042Z {include: [{config: default, shard: 1, num_shards: 6, runner: linux.rocm.gpu.gfx942.1}, {config: default, shard: 2, num_shards: 6, runner: linux.rocm.gpu.gfx942.1}, {config: default, shard: 3, num_shards: 6, runner: linux.rocm.gpu.gfx942.1}, {config: default, shard: 4, num_shards: 6, runner: linux.rocm.gpu.gfx942.1}, {config: default, shard: 5, num_shards: 6, runner: linux.rocm.gpu.gfx942.1}, {config: default, shard: 6, num_shards: 6, runner: linux.rocm.gpu.gfx942.1}]} 2025-08-26T20:10:36.2341408Z 2025-08-26T20:10:36.2341518Z Is the current job unstable? False 2025-08-26T20:10:36.2341717Z 2025-08-26T20:10:36.2341821Z Is keep-going label set? True 2025-08-26T20:10:36.2341993Z 2025-08-26T20:10:36.2342079Z Reenabled issues? 2025-08-26T20:10:36.2368237Z ##[group]Run echo "timeout=$((JOB_TIMEOUT-30))" >> "${GITHUB_OUTPUT}" 2025-08-26T20:10:36.2368446Z echo "timeout=$((JOB_TIMEOUT-30))" >> "${GITHUB_OUTPUT}" 2025-08-26T20:10:36.2372989Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T20:10:36.2373130Z env: 2025-08-26T20:10:36.2373218Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:10:36.2373347Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:10:36.2373529Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:10:36.2376127Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:10:36.2376506Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:10:36.2376865Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T20:10:36.2376972Z AWS_REGION: us-east-1 2025-08-26T20:10:36.2377117Z AWS_ACCESS_KEY_ID: *** 2025-08-26T20:10:36.2377262Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T20:10:36.2379291Z AWS_SESSION_TOKEN: *** 2025-08-26T20:10:36.2379386Z JOB_TIMEOUT: 300 2025-08-26T20:10:36.2379474Z ##[endgroup] 2025-08-26T20:10:36.2437133Z ##[group]Run set -x 2025-08-26T20:10:36.2437265Z set -x 2025-08-26T20:10:36.2437354Z  2025-08-26T20:10:36.2437460Z if [[ $TEST_CONFIG == 'multigpu' ]]; then 2025-08-26T20:10:36.2437757Z  TEST_COMMAND=.ci/pytorch/multigpu-test.sh 2025-08-26T20:10:36.2437906Z elif [[ $BUILD_ENVIRONMENT == *onnx* ]]; then 2025-08-26T20:10:36.2438047Z  TEST_COMMAND=.ci/caffe2/test.sh 2025-08-26T20:10:36.2438168Z else 2025-08-26T20:10:36.2438270Z  TEST_COMMAND=.ci/pytorch/test.sh 2025-08-26T20:10:36.2438388Z fi 2025-08-26T20:10:36.2438470Z  2025-08-26T20:10:36.2438603Z # detached container should get cleaned up by teardown_ec2_linux 2025-08-26T20:10:36.2438806Z # TODO: Stop building test binaries as part of the build phase 2025-08-26T20:10:36.2438984Z # Used for GPU_FLAG since that doesn't play nice 2025-08-26T20:10:36.2439144Z # shellcheck disable=SC2086,SC2090 2025-08-26T20:10:36.2439428Z container_name=$(docker run \ 2025-08-26T20:10:36.2439553Z  ${GPU_FLAG:-} \ 2025-08-26T20:10:36.2439756Z  -e BUILD_ENVIRONMENT \ 2025-08-26T20:10:36.2439880Z  -e PR_NUMBER \ 2025-08-26T20:10:36.2439992Z  -e GITHUB_ACTIONS \ 2025-08-26T20:10:36.2440106Z  -e GITHUB_REPOSITORY \ 2025-08-26T20:10:36.2440226Z  -e GITHUB_WORKFLOW \ 2025-08-26T20:10:36.2440338Z  -e GITHUB_JOB \ 2025-08-26T20:10:36.2440443Z  -e GITHUB_RUN_ID \ 2025-08-26T20:10:36.2440554Z  -e GITHUB_RUN_NUMBER \ 2025-08-26T20:10:36.2440669Z  -e GITHUB_RUN_ATTEMPT \ 2025-08-26T20:10:36.2440784Z  -e JOB_ID \ 2025-08-26T20:10:36.2440887Z  -e JOB_NAME \ 2025-08-26T20:10:36.2440989Z  -e BRANCH \ 2025-08-26T20:10:36.2441086Z  -e SHA1 \ 2025-08-26T20:10:36.2441186Z  -e AWS_DEFAULT_REGION \ 2025-08-26T20:10:36.2441305Z  -e IN_WHEEL_TEST \ 2025-08-26T20:10:36.2441420Z  -e SHARD_NUMBER \ 2025-08-26T20:10:36.2441529Z  -e TEST_CONFIG \ 2025-08-26T20:10:36.2441639Z  -e NUM_TEST_SHARDS \ 2025-08-26T20:10:36.2441754Z  -e REENABLED_ISSUES \ 2025-08-26T20:10:36.2441877Z  -e CONTINUE_THROUGH_ERROR \ 2025-08-26T20:10:36.2441998Z  -e VERBOSE_TEST_LOGS \ 2025-08-26T20:10:36.2442111Z  -e TEST_SHOWLOCALS \ 2025-08-26T20:10:36.2442225Z  -e NO_TEST_TIMEOUT \ 2025-08-26T20:10:36.2442332Z  -e NO_TD \ 2025-08-26T20:10:36.2442446Z  -e MAX_JOBS="$(nproc --ignore=2)" \ 2025-08-26T20:10:36.2442585Z  -e PYTORCH_TEST_CUDA_MEM_LEAK_CHECK \ 2025-08-26T20:10:36.2442725Z  -e PYTORCH_TEST_RERUN_DISABLED_TESTS \ 2025-08-26T20:10:36.2442856Z  -e TESTS_TO_INCLUDE \ 2025-08-26T20:10:36.2442971Z  -e DASHBOARD_TAG \ 2025-08-26T20:10:36.2443116Z  --env-file="${RUNNER_TEMP}/github_env_${GITHUB_RUN_ID}" \ 2025-08-26T20:10:36.2443275Z  --ulimit stack=10485760:83886080 \ 2025-08-26T20:10:36.2445509Z  --ulimit core=0 \ 2025-08-26T20:10:36.2445640Z  --security-opt seccomp=unconfined \ 2025-08-26T20:10:36.2445769Z  --cap-add=SYS_PTRACE \ 2025-08-26T20:10:36.2445882Z  --shm-size="8g" \ 2025-08-26T20:10:36.2445981Z  --tty \ 2025-08-26T20:10:36.2446071Z  --detach \ 2025-08-26T20:10:36.2446170Z  --name="${container_name}" \ 2025-08-26T20:10:36.2446289Z  --user jenkins \ 2025-08-26T20:10:36.2446419Z  -v "${GITHUB_WORKSPACE}:/var/lib/jenkins/workspace" \ 2025-08-26T20:10:36.2446566Z  -w /var/lib/jenkins/workspace \ 2025-08-26T20:10:36.2446681Z  "${DOCKER_IMAGE}" 2025-08-26T20:10:36.2446776Z ) 2025-08-26T20:10:36.2446870Z # save container name for later step 2025-08-26T20:10:36.2447125Z echo "CONTAINER_NAME=${container_name}" >> "$GITHUB_ENV" 2025-08-26T20:10:36.2447388Z # jenkins user does not have write permission to mounted workspace; work-around by copying within container to jenkins home 2025-08-26T20:10:36.2447721Z docker exec -t "${container_name}" sh -c "cd .. && cp -R workspace pytorch && cd pytorch && pip install dist/*.whl && ${TEST_COMMAND}" 2025-08-26T20:10:36.2453350Z shell: /usr/bin/bash -e {0} 2025-08-26T20:10:36.2453454Z env: 2025-08-26T20:10:36.2453537Z GIT_DEFAULT_BRANCH: main 2025-08-26T20:10:36.2453665Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T20:10:36.2453833Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T20:10:36.2453989Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T20:10:36.2454367Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T20:10:36.2454731Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T20:10:36.2454836Z AWS_REGION: us-east-1 2025-08-26T20:10:36.2454985Z AWS_ACCESS_KEY_ID: *** 2025-08-26T20:10:36.2455133Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T20:10:36.2457171Z AWS_SESSION_TOKEN: *** 2025-08-26T20:10:36.2457291Z BUILD_ENVIRONMENT: linux-noble-rocm-py3.12-mi300 2025-08-26T20:10:36.2459205Z PR_NUMBER: 2025-08-26T20:10:36.2459301Z GITHUB_REPOSITORY: pytorch/pytorch 2025-08-26T20:10:36.2459418Z GITHUB_WORKFLOW: rocm-mi300 2025-08-26T20:10:36.2459521Z GITHUB_JOB: test 2025-08-26T20:10:36.2459611Z GITHUB_RUN_ID: 17248463563 2025-08-26T20:10:36.2459831Z GITHUB_RUN_NUMBER: 8814 2025-08-26T20:10:36.2459928Z GITHUB_RUN_ATTEMPT: 1 2025-08-26T20:10:36.2460018Z JOB_ID: 48946667456 2025-08-26T20:10:36.2460182Z JOB_NAME: linux-noble-rocm-py3.12-mi300 / test (default, 4, 6, linux.rocm.gpu.gfx942.1) 2025-08-26T20:10:36.2460356Z BRANCH: main 2025-08-26T20:10:36.2460458Z SHA1: 262640fd220236042fbf4443cc163c8838c84c3d 2025-08-26T20:10:36.2462022Z CONTINUE_THROUGH_ERROR: True 2025-08-26T20:10:36.2462128Z VERBOSE_TEST_LOGS: False 2025-08-26T20:10:36.2462226Z TEST_SHOWLOCALS: False 2025-08-26T20:10:36.2462324Z NO_TEST_TIMEOUT: False 2025-08-26T20:10:36.2462418Z NO_TD: False 2025-08-26T20:10:36.2462500Z TEST_CONFIG: default 2025-08-26T20:10:36.2462588Z SHARD_NUMBER: 4 2025-08-26T20:10:36.2462674Z NUM_TEST_SHARDS: 6 2025-08-26T20:10:36.2462763Z REENABLED_ISSUES: 2025-08-26T20:10:36.2463029Z DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-noble-rocm-n-py3-16b1c8d10f4f7ec1a604612d52021e8c98b48fe6 2025-08-26T20:10:36.2463312Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK: 0 2025-08-26T20:10:36.2464748Z PYTORCH_TEST_RERUN_DISABLED_TESTS: 0 2025-08-26T20:10:36.2464859Z TESTS_TO_INCLUDE: 2025-08-26T20:10:36.2464947Z DASHBOARD_TAG: 2025-08-26T20:10:36.2465032Z ##[endgroup] 2025-08-26T20:10:36.2493634Z + [[ default == \m\u\l\t\i\g\p\u ]] 2025-08-26T20:10:36.2494362Z + [[ linux-noble-rocm-py3.12-mi300 == *onnx* ]] 2025-08-26T20:10:36.2494816Z + TEST_COMMAND=.ci/pytorch/test.sh 2025-08-26T20:10:36.2510053Z +++ nproc --ignore=2 2025-08-26T20:10:36.2518533Z ++ docker run --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host -e BUILD_ENVIRONMENT -e PR_NUMBER -e GITHUB_ACTIONS -e GITHUB_REPOSITORY -e GITHUB_WORKFLOW -e GITHUB_JOB -e GITHUB_RUN_ID -e GITHUB_RUN_NUMBER -e GITHUB_RUN_ATTEMPT -e JOB_ID -e JOB_NAME -e BRANCH -e SHA1 -e AWS_DEFAULT_REGION -e IN_WHEEL_TEST -e SHARD_NUMBER -e TEST_CONFIG -e NUM_TEST_SHARDS -e REENABLED_ISSUES -e CONTINUE_THROUGH_ERROR -e VERBOSE_TEST_LOGS -e TEST_SHOWLOCALS -e NO_TEST_TIMEOUT -e NO_TD -e MAX_JOBS=158 -e PYTORCH_TEST_CUDA_MEM_LEAK_CHECK -e PYTORCH_TEST_RERUN_DISABLED_TESTS -e TESTS_TO_INCLUDE -e DASHBOARD_TAG --env-file=/home/runner/_work/_temp/github_env_17248463563 --ulimit stack=10485760:83886080 --ulimit core=0 --security-opt seccomp=unconfined --cap-add=SYS_PTRACE --shm-size=8g --tty --detach --name= --user jenkins -v /home/runner/_work/pytorch/pytorch:/var/lib/jenkins/workspace -w /var/lib/jenkins/workspace 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-noble-rocm-n-py3-16b1c8d10f4f7ec1a604612d52021e8c98b48fe6 2025-08-26T20:10:36.8089116Z + container_name=d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 2025-08-26T20:10:36.8089464Z + echo CONTAINER_NAME=d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 2025-08-26T20:10:36.8090264Z + docker exec -t d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 sh -c 'cd .. && cp -R workspace pytorch && cd pytorch && pip install dist/*.whl && .ci/pytorch/test.sh' 2025-08-26T20:10:41.2482678Z Processing ./dist/torch-2.9.0a0+git262640f-cp312-cp312-linux_x86_64.whl 2025-08-26T20:10:41.7970167Z Requirement already satisfied: filelock in /opt/conda/envs/py_3.12/lib/python3.12/site-packages (from torch==2.9.0a0+git262640f) (3.19.1) 2025-08-26T20:10:41.7971386Z Requirement already satisfied: typing-extensions>=4.10.0 in /opt/conda/envs/py_3.12/lib/python3.12/site-packages (from torch==2.9.0a0+git262640f) (4.15.0) 2025-08-26T20:10:41.7974170Z Requirement already satisfied: setuptools in /opt/conda/envs/py_3.12/lib/python3.12/site-packages (from torch==2.9.0a0+git262640f) (80.9.0) 2025-08-26T20:10:41.7983912Z Requirement already satisfied: sympy>=1.13.3 in /opt/conda/envs/py_3.12/lib/python3.12/site-packages (from torch==2.9.0a0+git262640f) (1.13.3) 2025-08-26T20:10:41.7985273Z Requirement already satisfied: networkx>=2.5.1 in /opt/conda/envs/py_3.12/lib/python3.12/site-packages (from torch==2.9.0a0+git262640f) (2.8.8) 2025-08-26T20:10:41.7986123Z Requirement already satisfied: jinja2 in /opt/conda/envs/py_3.12/lib/python3.12/site-packages (from torch==2.9.0a0+git262640f) (3.1.6) 2025-08-26T20:10:41.7986938Z Requirement already satisfied: fsspec>=0.8.5 in /opt/conda/envs/py_3.12/lib/python3.12/site-packages (from torch==2.9.0a0+git262640f) (2025.7.0) 2025-08-26T20:10:41.8025280Z Requirement already satisfied: mpmath<1.4,>=1.1.0 in /opt/conda/envs/py_3.12/lib/python3.12/site-packages (from sympy>=1.13.3->torch==2.9.0a0+git262640f) (1.3.0) 2025-08-26T20:10:41.8039619Z Requirement already satisfied: MarkupSafe>=2.0 in /opt/conda/envs/py_3.12/lib/python3.12/site-packages (from jinja2->torch==2.9.0a0+git262640f) (3.0.2) 2025-08-26T20:10:41.9188427Z Installing collected packages: torch 2025-08-26T20:10:47.4598050Z ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts. 2025-08-26T20:10:47.4605813Z helion 0.1.1 requires filecheck, which is not installed. 2025-08-26T20:10:47.4606079Z Successfully installed torch-2.9.0a0+git262640f 2025-08-26T20:10:47.5007672Z + export TERM=vt100 2025-08-26T20:10:47.5007806Z + TERM=vt100 2025-08-26T20:10:47.5011371Z ++ dirname .ci/pytorch/test.sh 2025-08-26T20:10:47.5024505Z + source .ci/pytorch/common.sh 2025-08-26T20:10:47.5027892Z +++ dirname .ci/pytorch/common.sh 2025-08-26T20:10:47.5039879Z ++ source .ci/pytorch/common_utils.sh 2025-08-26T20:10:47.5040112Z +++ declare -f -t trap_add 2025-08-26T20:10:47.5043811Z ++ set -ex -o pipefail 2025-08-26T20:10:47.5045288Z ++ [[ linux-noble-rocm-py3.12-mi300 == *rocm* ]] 2025-08-26T20:10:47.5045623Z ++ unset HIP_PLATFORM 2025-08-26T20:10:47.5045799Z ++ export PYTORCH_TEST_WITH_ROCM=1 2025-08-26T20:10:47.5045994Z ++ PYTORCH_TEST_WITH_ROCM=1 2025-08-26T20:10:47.5046164Z ++ BUILD_TEST_LIBTORCH=0 2025-08-26T20:10:47.5047910Z ++ dirname .ci/pytorch/test.sh 2025-08-26T20:10:47.5058478Z + source .ci/pytorch/common-build.sh 2025-08-26T20:10:47.5058778Z ++ [[ linux-noble-rocm-py3.12-mi300 != *win-* ]] 2025-08-26T20:10:47.5065450Z ++++ dirname .ci/pytorch/common-build.sh 2025-08-26T20:10:47.5075078Z +++ cd .ci/pytorch 2025-08-26T20:10:47.5075385Z +++ pwd -P 2025-08-26T20:10:47.5077178Z ++ script_dir=/var/lib/jenkins/pytorch/.ci/pytorch 2025-08-26T20:10:47.5077432Z ++ [[ linux-noble-rocm-py3.12-mi300 == *-pch* ]] 2025-08-26T20:10:47.5077594Z ++ which sccache 2025-08-26T20:10:47.5093507Z ++ [[ -z '' ]] 2025-08-26T20:10:47.5094071Z ++ unset SCCACHE_BUCKET 2025-08-26T20:10:47.5094194Z ++ unset SCCACHE_REGION 2025-08-26T20:10:47.5094312Z ++ sccache --stop-server 2025-08-26T20:10:47.5111171Z ++ true 2025-08-26T20:10:47.5111306Z ++ rm -f /var/lib/jenkins/sccache_error.log 2025-08-26T20:10:47.5122822Z ++ trap_add sccache_epilogue EXIT 2025-08-26T20:10:47.5123002Z ++ trap_add_cmd=sccache_epilogue 2025-08-26T20:10:47.5123135Z ++ shift 2025-08-26T20:10:47.5123249Z ++ for trap_add_name in "$@" 2025-08-26T20:10:47.5129808Z ++++ trap -p EXIT 2025-08-26T20:10:47.5131774Z +++ eval 'extract_trap_cmd ' 2025-08-26T20:10:47.5131945Z ++++ extract_trap_cmd 2025-08-26T20:10:47.5135095Z ++++ printf '%s\n' '' 2025-08-26T20:10:47.5135249Z +++ printf '%s\n' sccache_epilogue 2025-08-26T20:10:47.5135377Z ++ trap -- ' 2025-08-26T20:10:47.5135503Z sccache_epilogue' EXIT 2025-08-26T20:10:47.5135611Z ++ [[ -n '' ]] 2025-08-26T20:10:47.5135739Z ++ [[ linux-noble-rocm-py3.12-mi300 == *rocm* ]] 2025-08-26T20:10:47.5135908Z ++ SCCACHE_ERROR_LOG=/var/lib/jenkins/sccache_error.log 2025-08-26T20:10:47.5136075Z ++ SCCACHE_IDLE_TIMEOUT=0 2025-08-26T20:10:47.5136196Z ++ sccache --start-server 2025-08-26T20:10:47.5153707Z sccache: Starting the server... 2025-08-26T20:10:47.5435455Z sccache: Listening on address 127.0.0.1:4226 2025-08-26T20:10:47.5442320Z ++ sccache --zero-stats 2025-08-26T20:10:47.5464930Z Statistics zeroed. 2025-08-26T20:10:47.5468622Z ++ which ccache 2025-08-26T20:10:47.5482154Z + [[ linux-noble-rocm-py3.12-mi300 != *rocm* ]] 2025-08-26T20:10:47.5482368Z + echo 'Environment variables:' 2025-08-26T20:10:47.5482500Z Environment variables: 2025-08-26T20:10:47.5482595Z + env 2025-08-26T20:10:47.5492966Z GITHUB_WORKSPACE=/home/runner/_work/pytorch/pytorch 2025-08-26T20:10:47.5493182Z CONTINUE_THROUGH_ERROR=True 2025-08-26T20:10:47.5493334Z BUILD_ENVIRONMENT=linux-noble-rocm-py3.12-mi300 2025-08-26T20:10:47.5496178Z HOSTNAME=linux.rocm.gpu.gfx942.1-ccq8d-runner-9zsz2 2025-08-26T20:10:47.5496409Z GITHUB_PATH=/home/runner/_work/_temp/_runner_file_commands/add_path_115c93f1-936c-43c2-97b5-f81180b1e2ff 2025-08-26T20:10:47.5496613Z GITHUB_ACTION=__self 2025-08-26T20:10:47.5496721Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=0 2025-08-26T20:10:47.5496841Z GITHUB_RUN_NUMBER=8814 2025-08-26T20:10:47.5496935Z TEST_CONFIG=default 2025-08-26T20:10:47.5497034Z GITHUB_REPOSITORY_OWNER_ID=21003710 2025-08-26T20:10:47.5497157Z AWS_DEFAULT_REGION=us-east-1 2025-08-26T20:10:47.5497268Z GITHUB_TRIGGERING_ACTOR=pytorchmergebot 2025-08-26T20:10:47.5497388Z GITHUB_REF_TYPE=branch 2025-08-26T20:10:47.5501529Z *** 2025-08-26T20:10:47.5501628Z GITHUB_REPOSITORY_ID=65600975 2025-08-26T20:10:47.5501735Z GITHUB_ACTIONS=true 2025-08-26T20:10:47.5501836Z SHA1=262640fd220236042fbf4443cc163c8838c84c3d 2025-08-26T20:10:47.5501974Z GITHUB_SHA=262640fd220236042fbf4443cc163c8838c84c3d 2025-08-26T20:10:47.5502165Z GITHUB_WORKFLOW_REF=pytorch/pytorch/.github/workflows/rocm-mi300.yml@refs/heads/main 2025-08-26T20:10:47.5502337Z UCC_HOME=/usr 2025-08-26T20:10:47.5502423Z VERBOSE_TEST_LOGS=False 2025-08-26T20:10:47.5502530Z GITHUB_REF=refs/heads/main 2025-08-26T20:10:47.5502627Z SHARD_NUMBER=4 2025-08-26T20:10:47.5502715Z GITHUB_REF_PROTECTED=true 2025-08-26T20:10:47.5502814Z HOME=/var/lib/jenkins 2025-08-26T20:10:47.5502937Z GITHUB_API_URL=https://api.github.com 2025-08-26T20:10:47.5503076Z PYTORCH_TEST_RERUN_DISABLED_TESTS=0 2025-08-26T20:10:47.5503202Z LANG=C.UTF-8 2025-08-26T20:10:47.5504507Z UCX_COMMIT=cc312eaa4655c0cc5c2bcd796db938f90563bcf6 2025-08-26T20:10:47.5504646Z PYTORCH_TEST_WITH_ROCM=1 2025-08-26T20:10:47.5504741Z NUM_TEST_SHARDS=6 2025-08-26T20:10:47.5504824Z UCX_HOME=/usr 2025-08-26T20:10:47.5505001Z GITHUB_STATE=/home/runner/_work/_temp/_runner_file_commands/save_state_115c93f1-936c-43c2-97b5-f81180b1e2ff 2025-08-26T20:10:47.5505546Z JOB_NAME=linux-noble-rocm-py3.12-mi300 / test (default, 4, 6, linux.rocm.gpu.gfx942.1) 2025-08-26T20:10:47.5505755Z MAGMA_HOME=/opt/rocm/magma 2025-08-26T20:10:47.5505933Z GITHUB_ENV=/home/runner/_work/_temp/_runner_file_commands/set_env_115c93f1-936c-43c2-97b5-f81180b1e2ff 2025-08-26T20:10:47.5506298Z GITHUB_EVENT_PATH=/home/runner/_work/_temp/_github_workflow/event.json 2025-08-26T20:10:47.5506447Z GITHUB_EVENT_NAME=push 2025-08-26T20:10:47.5506591Z GITHUB_ACTIONS_RUNNER_EXTRA_USER_AGENT=actions-runner-controller/0.11.0 2025-08-26T20:10:47.5507993Z DASHBOARD_TAG= 2025-08-26T20:10:47.5508091Z GITHUB_RUN_ID=17248463563 2025-08-26T20:10:47.5508287Z GITHUB_STEP_SUMMARY=/home/runner/_work/_temp/_runner_file_commands/step_summary_115c93f1-936c-43c2-97b5-f81180b1e2ff 2025-08-26T20:10:47.5508499Z GITHUB_ACTOR=pytorchmergebot 2025-08-26T20:10:47.5508600Z PR_NUMBER= 2025-08-26T20:10:47.5508680Z GITHUB_RUN_ATTEMPT=1 2025-08-26T20:10:47.5508776Z ANACONDA_PYTHON_VERSION=3.12 2025-08-26T20:10:47.5508907Z GITHUB_GRAPHQL_URL=https://api.github.com/graphql 2025-08-26T20:10:47.5509043Z TERM=vt100 2025-08-26T20:10:47.5509123Z INSTALLED_VISION=yes 2025-08-26T20:10:47.5509211Z BRANCH=main 2025-08-26T20:10:47.5510480Z OPENSSL_ROOT_DIR=/opt/openssl 2025-08-26T20:10:47.5510593Z TESTS_TO_INCLUDE= 2025-08-26T20:10:47.5510751Z GITHUB_ACTION_PATH=/home/runner/_work/pytorch/pytorch/./.github/actions/setup-rocm 2025-08-26T20:10:47.5510930Z GITHUB_SERVER_URL=https://github.com 2025-08-26T20:10:47.5511050Z PYTORCH_ROCM_ARCH=gfx90a;gfx942 2025-08-26T20:10:47.5511172Z UCC_COMMIT=0c0fc21559835044ab107199e334f7157d6a0d3d 2025-08-26T20:10:47.5511292Z REENABLED_ISSUES= 2025-08-26T20:10:47.5511377Z SHLVL=1 2025-08-26T20:10:47.5511453Z MAX_JOBS=158 2025-08-26T20:10:47.5511539Z GITHUB_ACTOR_ID=97764156 2025-08-26T20:10:47.5511664Z GITHUB_WORKFLOW_SHA=262640fd220236042fbf4443cc163c8838c84c3d 2025-08-26T20:10:47.5512854Z GITHUB_REF_NAME=main 2025-08-26T20:10:47.5512951Z ROCM_PATH=/opt/rocm 2025-08-26T20:10:47.5513038Z GITHUB_JOB=test 2025-08-26T20:10:47.5513123Z NO_TEST_TIMEOUT=False 2025-08-26T20:10:47.5513233Z GITHUB_REPOSITORY=pytorch/pytorch 2025-08-26T20:10:47.5513340Z LC_ALL=C.UTF-8 2025-08-26T20:10:47.5513427Z GITHUB_RETENTION_DAYS=90 2025-08-26T20:10:47.5513524Z OPENSSL_DIR=/opt/openssl 2025-08-26T20:10:47.5513629Z GITHUB_ACTION_REPOSITORY= 2025-08-26T20:10:47.5513978Z PATH=/opt/cache/bin:/opt/rocm/llvm/bin:/opt/rocm/opencl/bin:/opt/rocm/hip/bin:/opt/rocm/hcc/bin:/opt/rocm/bin:/opt/conda/envs/py_3.12/bin:/opt/conda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin 2025-08-26T20:10:47.5514322Z GITHUB_BASE_REF= 2025-08-26T20:10:47.5515438Z CI=true 2025-08-26T20:10:47.5515529Z GITHUB_REPOSITORY_OWNER=pytorch 2025-08-26T20:10:47.5515633Z JOB_ID=48946667456 2025-08-26T20:10:47.5515716Z GITHUB_HEAD_REF= 2025-08-26T20:10:47.5515798Z GITHUB_ACTION_REF= 2025-08-26T20:10:47.5515884Z TEST_SHOWLOCALS=False 2025-08-26T20:10:47.5515980Z GITHUB_WORKFLOW=rocm-mi300 2025-08-26T20:10:47.5516085Z DEBIAN_FRONTEND=noninteractive 2025-08-26T20:10:47.5516283Z GITHUB_OUTPUT=/home/runner/_work/_temp/_runner_file_commands/set_output_115c93f1-936c-43c2-97b5-f81180b1e2ff 2025-08-26T20:10:47.5516475Z NO_TD=False 2025-08-26T20:10:47.5516557Z OLDPWD=/var/lib/jenkins 2025-08-26T20:10:47.5517602Z _=/usr/bin/env 2025-08-26T20:10:47.5517733Z ++ python -c 'import site; print(site.getsitepackages()[0])' 2025-08-26T20:10:47.5569023Z + TORCH_INSTALL_DIR=/opt/conda/envs/py_3.12/lib/python3.12/site-packages/torch 2025-08-26T20:10:47.5569255Z + TORCH_BIN_DIR=/opt/conda/envs/py_3.12/lib/python3.12/site-packages/torch/bin 2025-08-26T20:10:47.5569456Z + TORCH_LIB_DIR=/opt/conda/envs/py_3.12/lib/python3.12/site-packages/torch/lib 2025-08-26T20:10:47.5569665Z + TORCH_TEST_DIR=/opt/conda/envs/py_3.12/lib/python3.12/site-packages/torch/test 2025-08-26T20:10:47.5569984Z + BUILD_DIR=build 2025-08-26T20:10:47.5570099Z + BUILD_RENAMED_DIR=build_renamed 2025-08-26T20:10:47.5570208Z + BUILD_BIN_DIR=build/bin 2025-08-26T20:10:47.5570302Z + SHARD_NUMBER=4 2025-08-26T20:10:47.5570387Z + NUM_TEST_SHARDS=6 2025-08-26T20:10:47.5572043Z + export TORCH_SERIALIZATION_DEBUG=1 2025-08-26T20:10:47.5572176Z + TORCH_SERIALIZATION_DEBUG=1 2025-08-26T20:10:47.5572280Z + export VALGRIND=ON 2025-08-26T20:10:47.5572369Z + VALGRIND=ON 2025-08-26T20:10:47.5572476Z + [[ linux-noble-rocm-py3.12-mi300 == *clang9* ]] 2025-08-26T20:10:47.5572659Z + [[ linux-noble-rocm-py3.12-mi300 == *xpu* ]] 2025-08-26T20:10:47.5572775Z + detect_cuda_arch 2025-08-26T20:10:47.5572877Z + [[ linux-noble-rocm-py3.12-mi300 == *cuda* ]] 2025-08-26T20:10:47.5573010Z + [[ linux-noble-rocm-py3.12-mi300 == *s390x* ]] 2025-08-26T20:10:47.5573124Z + [[ 0 == \1 ]] 2025-08-26T20:10:47.5573203Z + [[ True == \1 ]] 2025-08-26T20:10:47.5574378Z + [[ linux-noble-rocm-py3.12-mi300 != *bazel* ]] 2025-08-26T20:10:47.5576443Z ++ realpath build/custom_test_artifacts 2025-08-26T20:10:47.5584938Z + CUSTOM_TEST_ARTIFACT_BUILD_DIR=/var/lib/jenkins/pytorch/build/custom_test_artifacts 2025-08-26T20:10:47.5586009Z + [[ -n '' ]] 2025-08-26T20:10:47.5586253Z + echo 'Environment variables' 2025-08-26T20:10:47.5586499Z Environment variables 2025-08-26T20:10:47.5586664Z + env 2025-08-26T20:10:47.5592450Z GITHUB_WORKSPACE=/home/runner/_work/pytorch/pytorch 2025-08-26T20:10:47.5592841Z CONTINUE_THROUGH_ERROR=True 2025-08-26T20:10:47.5593082Z BUILD_ENVIRONMENT=linux-noble-rocm-py3.12-mi300 2025-08-26T20:10:47.5600564Z HOSTNAME=linux.rocm.gpu.gfx942.1-ccq8d-runner-9zsz2 2025-08-26T20:10:47.5600969Z GITHUB_PATH=/home/runner/_work/_temp/_runner_file_commands/add_path_115c93f1-936c-43c2-97b5-f81180b1e2ff 2025-08-26T20:10:47.5601327Z GITHUB_ACTION=__self 2025-08-26T20:10:47.5601497Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=0 2025-08-26T20:10:47.5601681Z GITHUB_RUN_NUMBER=8814 2025-08-26T20:10:47.5601832Z TEST_CONFIG=default 2025-08-26T20:10:47.5601990Z GITHUB_REPOSITORY_OWNER_ID=21003710 2025-08-26T20:10:47.5602190Z AWS_DEFAULT_REGION=us-east-1 2025-08-26T20:10:47.5602376Z GITHUB_TRIGGERING_ACTOR=pytorchmergebot 2025-08-26T20:10:47.5602568Z GITHUB_REF_TYPE=branch 2025-08-26T20:10:47.5602863Z *** 2025-08-26T20:10:47.5603020Z GITHUB_REPOSITORY_ID=65600975 2025-08-26T20:10:47.5603193Z GITHUB_ACTIONS=true 2025-08-26T20:10:47.5603363Z SHA1=262640fd220236042fbf4443cc163c8838c84c3d 2025-08-26T20:10:47.5603594Z GITHUB_SHA=262640fd220236042fbf4443cc163c8838c84c3d 2025-08-26T20:10:47.5603926Z GITHUB_WORKFLOW_REF=pytorch/pytorch/.github/workflows/rocm-mi300.yml@refs/heads/main 2025-08-26T20:10:47.5604215Z UCC_HOME=/usr 2025-08-26T20:10:47.5604364Z TORCH_SERIALIZATION_DEBUG=1 2025-08-26T20:10:47.5604535Z VERBOSE_TEST_LOGS=False 2025-08-26T20:10:47.5604694Z GITHUB_REF=refs/heads/main 2025-08-26T20:10:47.5604868Z SHARD_NUMBER=4 2025-08-26T20:10:47.5608703Z GITHUB_REF_PROTECTED=true 2025-08-26T20:10:47.5608913Z HOME=/var/lib/jenkins 2025-08-26T20:10:47.5609094Z GITHUB_API_URL=https://api.github.com 2025-08-26T20:10:47.5609302Z PYTORCH_TEST_RERUN_DISABLED_TESTS=0 2025-08-26T20:10:47.5609478Z LANG=C.UTF-8 2025-08-26T20:10:47.5609645Z UCX_COMMIT=cc312eaa4655c0cc5c2bcd796db938f90563bcf6 2025-08-26T20:10:47.5610014Z PYTORCH_TEST_WITH_ROCM=1 2025-08-26T20:10:47.5610182Z NUM_TEST_SHARDS=6 2025-08-26T20:10:47.5610319Z UCX_HOME=/usr 2025-08-26T20:10:47.5610618Z GITHUB_STATE=/home/runner/_work/_temp/_runner_file_commands/save_state_115c93f1-936c-43c2-97b5-f81180b1e2ff 2025-08-26T20:10:47.5611092Z JOB_NAME=linux-noble-rocm-py3.12-mi300 / test (default, 4, 6, linux.rocm.gpu.gfx942.1) 2025-08-26T20:10:47.5614075Z MAGMA_HOME=/opt/rocm/magma 2025-08-26T20:10:47.5614410Z GITHUB_ENV=/home/runner/_work/_temp/_runner_file_commands/set_env_115c93f1-936c-43c2-97b5-f81180b1e2ff 2025-08-26T20:10:47.5614794Z GITHUB_EVENT_PATH=/home/runner/_work/_temp/_github_workflow/event.json 2025-08-26T20:10:47.5615047Z GITHUB_EVENT_NAME=push 2025-08-26T20:10:47.5615260Z GITHUB_ACTIONS_RUNNER_EXTRA_USER_AGENT=actions-runner-controller/0.11.0 2025-08-26T20:10:47.5615506Z DASHBOARD_TAG= 2025-08-26T20:10:47.5615639Z GITHUB_RUN_ID=17248463563 2025-08-26T20:10:47.5615964Z GITHUB_STEP_SUMMARY=/home/runner/_work/_temp/_runner_file_commands/step_summary_115c93f1-936c-43c2-97b5-f81180b1e2ff 2025-08-26T20:10:47.5616764Z GITHUB_ACTOR=pytorchmergebot 2025-08-26T20:10:47.5616932Z PR_NUMBER= 2025-08-26T20:10:47.5617063Z GITHUB_RUN_ATTEMPT=1 2025-08-26T20:10:47.5619572Z VALGRIND=ON 2025-08-26T20:10:47.5619889Z ANACONDA_PYTHON_VERSION=3.12 2025-08-26T20:10:47.5620336Z GITHUB_GRAPHQL_URL=https://api.github.com/graphql 2025-08-26T20:10:47.5620546Z TERM=vt100 2025-08-26T20:10:47.5620681Z INSTALLED_VISION=yes 2025-08-26T20:10:47.5620830Z BRANCH=main 2025-08-26T20:10:47.5620972Z OPENSSL_ROOT_DIR=/opt/openssl 2025-08-26T20:10:47.5621141Z TESTS_TO_INCLUDE= 2025-08-26T20:10:47.5621398Z GITHUB_ACTION_PATH=/home/runner/_work/pytorch/pytorch/./.github/actions/setup-rocm 2025-08-26T20:10:47.5621725Z GITHUB_SERVER_URL=https://github.com 2025-08-26T20:10:47.5621937Z PYTORCH_ROCM_ARCH=gfx90a;gfx942 2025-08-26T20:10:47.5624208Z UCC_COMMIT=0c0fc21559835044ab107199e334f7157d6a0d3d 2025-08-26T20:10:47.5624435Z REENABLED_ISSUES= 2025-08-26T20:10:47.5624576Z SHLVL=1 2025-08-26T20:10:47.5624702Z MAX_JOBS=158 2025-08-26T20:10:47.5624840Z GITHUB_ACTOR_ID=97764156 2025-08-26T20:10:47.5625053Z GITHUB_WORKFLOW_SHA=262640fd220236042fbf4443cc163c8838c84c3d 2025-08-26T20:10:47.5625279Z GITHUB_REF_NAME=main 2025-08-26T20:10:47.5625432Z ROCM_PATH=/opt/rocm 2025-08-26T20:10:47.5625584Z GITHUB_JOB=test 2025-08-26T20:10:47.5625728Z NO_TEST_TIMEOUT=False 2025-08-26T20:10:47.5625900Z GITHUB_REPOSITORY=pytorch/pytorch 2025-08-26T20:10:47.5628080Z LC_ALL=C.UTF-8 2025-08-26T20:10:47.5628244Z GITHUB_RETENTION_DAYS=90 2025-08-26T20:10:47.5628406Z OPENSSL_DIR=/opt/openssl 2025-08-26T20:10:47.5628570Z GITHUB_ACTION_REPOSITORY= 2025-08-26T20:10:47.5629138Z PATH=/opt/cache/bin:/opt/rocm/llvm/bin:/opt/rocm/opencl/bin:/opt/rocm/hip/bin:/opt/rocm/hcc/bin:/opt/rocm/bin:/opt/conda/envs/py_3.12/bin:/opt/conda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin 2025-08-26T20:10:47.5629790Z GITHUB_BASE_REF= 2025-08-26T20:10:47.5629921Z CI=true 2025-08-26T20:10:47.5630061Z GITHUB_REPOSITORY_OWNER=pytorch 2025-08-26T20:10:47.5630237Z JOB_ID=48946667456 2025-08-26T20:10:47.5630375Z GITHUB_HEAD_REF= 2025-08-26T20:10:47.5630513Z GITHUB_ACTION_REF= 2025-08-26T20:10:47.5632699Z TEST_SHOWLOCALS=False 2025-08-26T20:10:47.5632878Z GITHUB_WORKFLOW=rocm-mi300 2025-08-26T20:10:47.5633046Z DEBIAN_FRONTEND=noninteractive 2025-08-26T20:10:47.5633403Z GITHUB_OUTPUT=/home/runner/_work/_temp/_runner_file_commands/set_output_115c93f1-936c-43c2-97b5-f81180b1e2ff 2025-08-26T20:10:47.5633725Z NO_TD=False 2025-08-26T20:10:47.5633858Z OLDPWD=/var/lib/jenkins 2025-08-26T20:10:47.5633999Z _=/usr/bin/env 2025-08-26T20:10:47.5634135Z + echo 'Testing pytorch' 2025-08-26T20:10:47.5634289Z Testing pytorch 2025-08-26T20:10:47.5634430Z + export LANG=C.UTF-8 2025-08-26T20:10:47.5634571Z + LANG=C.UTF-8 2025-08-26T20:10:47.5636774Z + PR_NUMBER= 2025-08-26T20:10:47.5636927Z + [[ default == \d\e\f\a\u\l\t ]] 2025-08-26T20:10:47.5637108Z + export CUDA_VISIBLE_DEVICES=0 2025-08-26T20:10:47.5637283Z + CUDA_VISIBLE_DEVICES=0 2025-08-26T20:10:47.5637443Z + export HIP_VISIBLE_DEVICES=0 2025-08-26T20:10:47.5637612Z + HIP_VISIBLE_DEVICES=0 2025-08-26T20:10:47.5637770Z + [[ default == \d\i\s\t\r\i\b\u\t\e\d ]] 2025-08-26T20:10:47.5637958Z + [[ default == \s\l\o\w ]] 2025-08-26T20:10:47.5638165Z + [[ linux-noble-rocm-py3.12-mi300 == *slow-gradcheck* ]] 2025-08-26T20:10:47.5638412Z + [[ linux-noble-rocm-py3.12-mi300 == *cuda* ]] 2025-08-26T20:10:47.5638627Z + [[ linux-noble-rocm-py3.12-mi300 == *rocm* ]] 2025-08-26T20:10:47.5640939Z + export PYTORCH_TESTING_DEVICE_ONLY_FOR=cuda 2025-08-26T20:10:47.5641164Z + PYTORCH_TESTING_DEVICE_ONLY_FOR=cuda 2025-08-26T20:10:47.5641350Z + [[ default == *crossref* ]] 2025-08-26T20:10:47.5641537Z + [[ linux-noble-rocm-py3.12-mi300 == *rocm* ]] 2025-08-26T20:10:47.5641733Z + export VALGRIND=OFF 2025-08-26T20:10:47.5641876Z + VALGRIND=OFF 2025-08-26T20:10:47.5642002Z + rocminfo 2025-08-26T20:10:47.5722092Z ROCk module version 6.12.12 is loaded 2025-08-26T20:10:47.6155238Z ===================== 2025-08-26T20:10:47.6155441Z HSA System Attributes 2025-08-26T20:10:47.6162317Z ===================== 2025-08-26T20:10:47.6162944Z Runtime Version: 1.15 2025-08-26T20:10:47.6163135Z Runtime Ext Version: 1.7 2025-08-26T20:10:47.6163340Z System Timestamp Freq.: 1000.000000MHz 2025-08-26T20:10:47.6163825Z Sig. Max Wait Duration: 18446744073709551615 (0xFFFFFFFFFFFFFFFF) (timestamp count) 2025-08-26T20:10:47.6164144Z Machine Model: LARGE 2025-08-26T20:10:47.6164417Z System Endianness: LITTLE 2025-08-26T20:10:47.6164652Z Mwaitx: DISABLED 2025-08-26T20:10:47.6164843Z XNACK enabled: NO 2025-08-26T20:10:47.6165030Z DMAbuf Support: YES 2025-08-26T20:10:47.6165216Z VMM Support: YES 2025-08-26T20:10:47.6165330Z 2025-08-26T20:10:47.6165397Z ========== 2025-08-26T20:10:47.6165565Z HSA Agents 2025-08-26T20:10:47.6165716Z ========== 2025-08-26T20:10:47.6165861Z ******* 2025-08-26T20:10:47.6172355Z Agent 1 2025-08-26T20:10:47.6172594Z ******* 2025-08-26T20:10:47.6172788Z Name: AMD EPYC 9575F 64-Core Processor 2025-08-26T20:10:47.6173029Z Uuid: CPU-XX 2025-08-26T20:10:47.6173289Z Marketing Name: AMD EPYC 9575F 64-Core Processor 2025-08-26T20:10:47.6173537Z Vendor Name: CPU 2025-08-26T20:10:47.6173778Z Feature: None specified 2025-08-26T20:10:47.6174012Z Profile: FULL_PROFILE 2025-08-26T20:10:47.6174236Z Float Round Mode: NEAR 2025-08-26T20:10:47.6174467Z Max Queue Number: 0(0x0) 2025-08-26T20:10:47.6174702Z Queue Min Size: 0(0x0) 2025-08-26T20:10:47.6174931Z Queue Max Size: 0(0x0) 2025-08-26T20:10:47.6175161Z Queue Type: MULTI 2025-08-26T20:10:47.6175383Z Node: 0 2025-08-26T20:10:47.6175601Z Device Type: CPU 2025-08-26T20:10:47.6175817Z Cache Info: 2025-08-26T20:10:47.6175982Z L1: 65536(0x10000) KB 2025-08-26T20:10:47.6176189Z Chip ID: 0(0x0) 2025-08-26T20:10:47.6176413Z ASIC Revision: 0(0x0) 2025-08-26T20:10:47.6176643Z Cacheline Size: 64(0x40) 2025-08-26T20:10:47.6176866Z Max Clock Freq. (MHz): 0 2025-08-26T20:10:47.6177074Z BDFID: 0 2025-08-26T20:10:47.6177302Z Internal Node ID: 0 2025-08-26T20:10:47.6177568Z Compute Unit: 80 2025-08-26T20:10:47.6177826Z SIMDs per CU: 0 2025-08-26T20:10:47.6178079Z Shader Engines: 0 2025-08-26T20:10:47.6178354Z Shader Arrs. per Eng.: 0 2025-08-26T20:10:47.6178626Z WatchPts on Addr. Ranges:1 2025-08-26T20:10:47.6178872Z Memory Properties: 2025-08-26T20:10:47.6179060Z Features: None 2025-08-26T20:10:47.6179247Z Pool Info: 2025-08-26T20:10:47.6179428Z Pool 1 2025-08-26T20:10:47.6179635Z Segment: GLOBAL; FLAGS: FINE GRAINED 2025-08-26T20:10:47.6180026Z Size: 660245920(0x275a8da0) KB 2025-08-26T20:10:47.6180266Z Allocatable: TRUE 2025-08-26T20:10:47.6180500Z Alloc Granule: 4KB 2025-08-26T20:10:47.6183875Z Alloc Recommended Granule:4KB 2025-08-26T20:10:47.6184177Z Alloc Alignment: 4KB 2025-08-26T20:10:47.6184452Z Accessible by all: TRUE 2025-08-26T20:10:47.6184781Z Pool 2 2025-08-26T20:10:47.6184990Z Segment: GLOBAL; FLAGS: EXTENDED FINE GRAINED 2025-08-26T20:10:47.6185240Z Size: 660245920(0x275a8da0) KB 2025-08-26T20:10:47.6185483Z Allocatable: TRUE 2025-08-26T20:10:47.6185749Z Alloc Granule: 4KB 2025-08-26T20:10:47.6186024Z Alloc Recommended Granule:4KB 2025-08-26T20:10:47.6186275Z Alloc Alignment: 4KB 2025-08-26T20:10:47.6186524Z Accessible by all: TRUE 2025-08-26T20:10:47.6189091Z Pool 3 2025-08-26T20:10:47.6189309Z Segment: GLOBAL; FLAGS: KERNARG, FINE GRAINED 2025-08-26T20:10:47.6189548Z Size: 660245920(0x275a8da0) KB 2025-08-26T20:10:47.6189904Z Allocatable: TRUE 2025-08-26T20:10:47.6190160Z Alloc Granule: 4KB 2025-08-26T20:10:47.6190415Z Alloc Recommended Granule:4KB 2025-08-26T20:10:47.6190661Z Alloc Alignment: 4KB 2025-08-26T20:10:47.6190913Z Accessible by all: TRUE 2025-08-26T20:10:47.6191123Z Pool 4 2025-08-26T20:10:47.6191329Z Segment: GLOBAL; FLAGS: COARSE GRAINED 2025-08-26T20:10:47.6191565Z Size: 660245920(0x275a8da0) KB 2025-08-26T20:10:47.6194051Z Allocatable: TRUE 2025-08-26T20:10:47.6194320Z Alloc Granule: 4KB 2025-08-26T20:10:47.6194581Z Alloc Recommended Granule:4KB 2025-08-26T20:10:47.6194845Z Alloc Alignment: 4KB 2025-08-26T20:10:47.6195100Z Accessible by all: TRUE 2025-08-26T20:10:47.6195321Z ISA Info: 2025-08-26T20:10:47.6195477Z ******* 2025-08-26T20:10:47.6195630Z Agent 2 2025-08-26T20:10:47.6195781Z ******* 2025-08-26T20:10:47.6195970Z Name: AMD EPYC 9575F 64-Core Processor 2025-08-26T20:10:47.6196200Z Uuid: CPU-XX 2025-08-26T20:10:47.6198401Z Marketing Name: AMD EPYC 9575F 64-Core Processor 2025-08-26T20:10:47.6198675Z Vendor Name: CPU 2025-08-26T20:10:47.6198917Z Feature: None specified 2025-08-26T20:10:47.6199174Z Profile: FULL_PROFILE 2025-08-26T20:10:47.6199434Z Float Round Mode: NEAR 2025-08-26T20:10:47.6199804Z Max Queue Number: 0(0x0) 2025-08-26T20:10:47.6200051Z Queue Min Size: 0(0x0) 2025-08-26T20:10:47.6200291Z Queue Max Size: 0(0x0) 2025-08-26T20:10:47.6200539Z Queue Type: MULTI 2025-08-26T20:10:47.6200755Z Node: 1 2025-08-26T20:10:47.6200975Z Device Type: CPU 2025-08-26T20:10:47.6204482Z Cache Info: 2025-08-26T20:10:47.6204676Z L1: 65536(0x10000) KB 2025-08-26T20:10:47.6205029Z Chip ID: 0(0x0) 2025-08-26T20:10:47.6205262Z ASIC Revision: 0(0x0) 2025-08-26T20:10:47.6205500Z Cacheline Size: 64(0x40) 2025-08-26T20:10:47.6205829Z Max Clock Freq. (MHz): 0 2025-08-26T20:10:47.6206052Z BDFID: 0 2025-08-26T20:10:47.6206289Z Internal Node ID: 1 2025-08-26T20:10:47.6206536Z Compute Unit: 80 2025-08-26T20:10:47.6206773Z SIMDs per CU: 0 2025-08-26T20:10:47.6207009Z Shader Engines: 0 2025-08-26T20:10:47.6209357Z Shader Arrs. per Eng.: 0 2025-08-26T20:10:47.6209770Z WatchPts on Addr. Ranges:1 2025-08-26T20:10:47.6210008Z Memory Properties: 2025-08-26T20:10:47.6210181Z Features: None 2025-08-26T20:10:47.6210345Z Pool Info: 2025-08-26T20:10:47.6210505Z Pool 1 2025-08-26T20:10:47.6210711Z Segment: GLOBAL; FLAGS: FINE GRAINED 2025-08-26T20:10:47.6210963Z Size: 656328604(0x271ec79c) KB 2025-08-26T20:10:47.6211194Z Allocatable: TRUE 2025-08-26T20:10:47.6211442Z Alloc Granule: 4KB 2025-08-26T20:10:47.6211706Z Alloc Recommended Granule:4KB 2025-08-26T20:10:47.6214236Z Alloc Alignment: 4KB 2025-08-26T20:10:47.6214499Z Accessible by all: TRUE 2025-08-26T20:10:47.6214727Z Pool 2 2025-08-26T20:10:47.6214939Z Segment: GLOBAL; FLAGS: EXTENDED FINE GRAINED 2025-08-26T20:10:47.6215181Z Size: 656328604(0x271ec79c) KB 2025-08-26T20:10:47.6215415Z Allocatable: TRUE 2025-08-26T20:10:47.6215665Z Alloc Granule: 4KB 2025-08-26T20:10:47.6215921Z Alloc Recommended Granule:4KB 2025-08-26T20:10:47.6216183Z Alloc Alignment: 4KB 2025-08-26T20:10:47.6216444Z Accessible by all: TRUE 2025-08-26T20:10:47.6216665Z Pool 3 2025-08-26T20:10:47.6218726Z Segment: GLOBAL; FLAGS: KERNARG, FINE GRAINED 2025-08-26T20:10:47.6218962Z Size: 656328604(0x271ec79c) KB 2025-08-26T20:10:47.6219195Z Allocatable: TRUE 2025-08-26T20:10:47.6219439Z Alloc Granule: 4KB 2025-08-26T20:10:47.6219829Z Alloc Recommended Granule:4KB 2025-08-26T20:10:47.6220083Z Alloc Alignment: 4KB 2025-08-26T20:10:47.6220337Z Accessible by all: TRUE 2025-08-26T20:10:47.6220561Z Pool 4 2025-08-26T20:10:47.6220759Z Segment: GLOBAL; FLAGS: COARSE GRAINED 2025-08-26T20:10:47.6220992Z Size: 656328604(0x271ec79c) KB 2025-08-26T20:10:47.6221226Z Allocatable: TRUE 2025-08-26T20:10:47.6223349Z Alloc Granule: 4KB 2025-08-26T20:10:47.6223611Z Alloc Recommended Granule:4KB 2025-08-26T20:10:47.6223874Z Alloc Alignment: 4KB 2025-08-26T20:10:47.6224126Z Accessible by all: TRUE 2025-08-26T20:10:47.6224496Z ISA Info: 2025-08-26T20:10:47.6224659Z ******* 2025-08-26T20:10:47.6224806Z Agent 3 2025-08-26T20:10:47.6224955Z ******* 2025-08-26T20:10:47.6225128Z Name: gfx942 2025-08-26T20:10:47.6225419Z Uuid: GPU-be468a8f98e77eb4 2025-08-26T20:10:47.6225675Z Marketing Name: AMD Instinct Mi325X VF 2025-08-26T20:10:47.6227854Z Vendor Name: AMD 2025-08-26T20:10:47.6228096Z Feature: KERNEL_DISPATCH 2025-08-26T20:10:47.6228338Z Profile: BASE_PROFILE 2025-08-26T20:10:47.6228580Z Float Round Mode: NEAR 2025-08-26T20:10:47.6228821Z Max Queue Number: 128(0x80) 2025-08-26T20:10:47.6229059Z Queue Min Size: 64(0x40) 2025-08-26T20:10:47.6229285Z Queue Max Size: 131072(0x20000) 2025-08-26T20:10:47.6229507Z Queue Type: MULTI 2025-08-26T20:10:47.6229834Z Node: 2 2025-08-26T20:10:47.6230050Z Device Type: GPU 2025-08-26T20:10:47.6232055Z Cache Info: 2025-08-26T20:10:47.6232260Z L1: 32(0x20) KB 2025-08-26T20:10:47.6232477Z L2: 4096(0x1000) KB 2025-08-26T20:10:47.6232688Z L3: 262144(0x40000) KB 2025-08-26T20:10:47.6232909Z Chip ID: 29881(0x74b9) 2025-08-26T20:10:47.6233145Z ASIC Revision: 1(0x1) 2025-08-26T20:10:47.6233398Z Cacheline Size: 128(0x80) 2025-08-26T20:10:47.6233656Z Max Clock Freq. (MHz): 2100 2025-08-26T20:10:47.6233894Z BDFID: 35584 2025-08-26T20:10:47.6234125Z Internal Node ID: 2 2025-08-26T20:10:47.6234386Z Compute Unit: 304 2025-08-26T20:10:47.6236371Z SIMDs per CU: 4 2025-08-26T20:10:47.6236633Z Shader Engines: 32 2025-08-26T20:10:47.6236889Z Shader Arrs. per Eng.: 1 2025-08-26T20:10:47.6237143Z WatchPts on Addr. Ranges:4 2025-08-26T20:10:47.6237407Z Coherent Host Access: FALSE 2025-08-26T20:10:47.6237642Z Memory Properties: 2025-08-26T20:10:47.6237822Z Features: KERNEL_DISPATCH 2025-08-26T20:10:47.6238062Z Fast F16 Operation: TRUE 2025-08-26T20:10:47.6238324Z Wavefront Size: 64(0x40) 2025-08-26T20:10:47.6238592Z Workgroup Max Size: 1024(0x400) 2025-08-26T20:10:47.6238836Z Workgroup Max Size per Dimension: 2025-08-26T20:10:47.6240765Z x 1024(0x400) 2025-08-26T20:10:47.6240987Z y 1024(0x400) 2025-08-26T20:10:47.6241186Z z 1024(0x400) 2025-08-26T20:10:47.6241411Z Max Waves Per CU: 32(0x20) 2025-08-26T20:10:47.6241665Z Max Work-item Per CU: 2048(0x800) 2025-08-26T20:10:47.6241906Z Grid Max Size: 4294967295(0xffffffff) 2025-08-26T20:10:47.6242119Z Grid Max Size per Dimension: 2025-08-26T20:10:47.6242289Z x 4294967295(0xffffffff) 2025-08-26T20:10:47.6242626Z y 4294967295(0xffffffff) 2025-08-26T20:10:47.6242832Z z 4294967295(0xffffffff) 2025-08-26T20:10:47.6243069Z Max fbarriers/Workgrp: 32 2025-08-26T20:10:47.6245287Z Packet Processor uCode:: 177 2025-08-26T20:10:47.6245560Z SDMA engine uCode:: 24 2025-08-26T20:10:47.6245805Z IOMMU Support:: None 2025-08-26T20:10:47.6246022Z Pool Info: 2025-08-26T20:10:47.6246183Z Pool 1 2025-08-26T20:10:47.6246387Z Segment: GLOBAL; FLAGS: COARSE GRAINED 2025-08-26T20:10:47.6246628Z Size: 268107776(0xffb0000) KB 2025-08-26T20:10:47.6246868Z Allocatable: TRUE 2025-08-26T20:10:47.6247127Z Alloc Granule: 4KB 2025-08-26T20:10:47.6247411Z Alloc Recommended Granule:2048KB 2025-08-26T20:10:47.6247682Z Alloc Alignment: 4KB 2025-08-26T20:10:47.6249827Z Accessible by all: FALSE 2025-08-26T20:10:47.6250066Z Pool 2 2025-08-26T20:10:47.6250268Z Segment: GLOBAL; FLAGS: EXTENDED FINE GRAINED 2025-08-26T20:10:47.6250504Z Size: 268107776(0xffb0000) KB 2025-08-26T20:10:47.6250735Z Allocatable: TRUE 2025-08-26T20:10:47.6250976Z Alloc Granule: 4KB 2025-08-26T20:10:47.6251233Z Alloc Recommended Granule:2048KB 2025-08-26T20:10:47.6251494Z Alloc Alignment: 4KB 2025-08-26T20:10:47.6251749Z Accessible by all: FALSE 2025-08-26T20:10:47.6251972Z Pool 3 2025-08-26T20:10:47.6252171Z Segment: GLOBAL; FLAGS: FINE GRAINED 2025-08-26T20:10:47.6254321Z Size: 268107776(0xffb0000) KB 2025-08-26T20:10:47.6254580Z Allocatable: TRUE 2025-08-26T20:10:47.6254825Z Alloc Granule: 4KB 2025-08-26T20:10:47.6255084Z Alloc Recommended Granule:2048KB 2025-08-26T20:10:47.6255344Z Alloc Alignment: 4KB 2025-08-26T20:10:47.6255600Z Accessible by all: FALSE 2025-08-26T20:10:47.6255822Z Pool 4 2025-08-26T20:10:47.6256012Z Segment: GROUP 2025-08-26T20:10:47.6256236Z Size: 64(0x40) KB 2025-08-26T20:10:47.6256470Z Allocatable: FALSE 2025-08-26T20:10:47.6256719Z Alloc Granule: 0KB 2025-08-26T20:10:47.6258831Z Alloc Recommended Granule:0KB 2025-08-26T20:10:47.6259117Z Alloc Alignment: 0KB 2025-08-26T20:10:47.6259372Z Accessible by all: FALSE 2025-08-26T20:10:47.6259593Z ISA Info: 2025-08-26T20:10:47.6259873Z ISA 1 2025-08-26T20:10:47.6260090Z Name: amdgcn-amd-amdhsa--gfx942:sramecc+:xnack- 2025-08-26T20:10:47.6260352Z Machine Models: HSA_MACHINE_MODEL_LARGE 2025-08-26T20:10:47.6260610Z Profiles: HSA_PROFILE_BASE 2025-08-26T20:10:47.6260871Z Default Rounding Mode: NEAR 2025-08-26T20:10:47.6261137Z Default Rounding Mode: NEAR 2025-08-26T20:10:47.6261514Z Fast f16: TRUE 2025-08-26T20:10:47.6263599Z Workgroup Max Size: 1024(0x400) 2025-08-26T20:10:47.6263854Z Workgroup Max Size per Dimension: 2025-08-26T20:10:47.6264152Z x 1024(0x400) 2025-08-26T20:10:47.6264363Z y 1024(0x400) 2025-08-26T20:10:47.6264550Z z 1024(0x400) 2025-08-26T20:10:47.6264769Z Grid Max Size: 4294967295(0xffffffff) 2025-08-26T20:10:47.6264991Z Grid Max Size per Dimension: 2025-08-26T20:10:47.6265183Z x 4294967295(0xffffffff) 2025-08-26T20:10:47.6265388Z y 4294967295(0xffffffff) 2025-08-26T20:10:47.6265591Z z 4294967295(0xffffffff) 2025-08-26T20:10:47.6265822Z FBarrier Max Size: 32 2025-08-26T20:10:47.6268067Z ISA 2 2025-08-26T20:10:47.6268317Z Name: amdgcn-amd-amdhsa--gfx9-4-generic:sramecc+:xnack- 2025-08-26T20:10:47.6268605Z Machine Models: HSA_MACHINE_MODEL_LARGE 2025-08-26T20:10:47.6268877Z Profiles: HSA_PROFILE_BASE 2025-08-26T20:10:47.6269124Z Default Rounding Mode: NEAR 2025-08-26T20:10:47.6269382Z Default Rounding Mode: NEAR 2025-08-26T20:10:47.6269619Z Fast f16: TRUE 2025-08-26T20:10:47.6269984Z Workgroup Max Size: 1024(0x400) 2025-08-26T20:10:47.6270219Z Workgroup Max Size per Dimension: 2025-08-26T20:10:47.6270425Z x 1024(0x400) 2025-08-26T20:10:47.6270637Z y 1024(0x400) 2025-08-26T20:10:47.6272669Z z 1024(0x400) 2025-08-26T20:10:47.6272895Z Grid Max Size: 4294967295(0xffffffff) 2025-08-26T20:10:47.6273120Z Grid Max Size per Dimension: 2025-08-26T20:10:47.6273309Z x 4294967295(0xffffffff) 2025-08-26T20:10:47.6273516Z y 4294967295(0xffffffff) 2025-08-26T20:10:47.6273721Z z 4294967295(0xffffffff) 2025-08-26T20:10:47.6273948Z FBarrier Max Size: 32 2025-08-26T20:10:47.6274172Z *** Done *** 2025-08-26T20:10:47.6274346Z + rocminfo 2025-08-26T20:10:47.6274502Z + grep -E 'Name:.*\sgfx|Marketing' 2025-08-26T20:10:47.6791943Z Marketing Name: AMD EPYC 9575F 64-Core Processor 2025-08-26T20:10:47.6798686Z Marketing Name: AMD EPYC 9575F 64-Core Processor 2025-08-26T20:10:47.6798959Z Name: gfx942 2025-08-26T20:10:47.6799203Z Marketing Name: AMD Instinct Mi325X VF 2025-08-26T20:10:47.6837828Z + MAYBE_ROCM=rocm/ 2025-08-26T20:10:47.6838110Z + [[ linux-noble-rocm-py3.12-mi300 == *xpu* ]] 2025-08-26T20:10:47.6838358Z + [[ linux-noble-rocm-py3.12-mi300 != *-bazel-* ]] 2025-08-26T20:10:47.6838594Z + pip_install ninja==1.10.2 2025-08-26T20:10:47.6838833Z + pip_install_pkg='python3 -m pip install --progress-bar off' 2025-08-26T20:10:47.6839121Z + python3 -m pip install --progress-bar off ninja==1.10.2 2025-08-26T20:10:48.3656175Z Collecting ninja==1.10.2 2025-08-26T20:10:48.4529304Z Downloading ninja-1.10.2-py2.py3-none-manylinux_2_5_x86_64.manylinux1_x86_64.whl.metadata (5.0 kB) 2025-08-26T20:10:48.5463688Z Downloading ninja-1.10.2-py2.py3-none-manylinux_2_5_x86_64.manylinux1_x86_64.whl (108 kB) 2025-08-26T20:10:48.6992065Z Installing collected packages: ninja 2025-08-26T20:10:48.6993141Z Attempting uninstall: ninja 2025-08-26T20:10:48.7000902Z Found existing installation: ninja 1.11.1.3 2025-08-26T20:10:48.7010203Z Uninstalling ninja-1.11.1.3: 2025-08-26T20:10:48.7117950Z Successfully uninstalled ninja-1.11.1.3 2025-08-26T20:10:48.7231446Z Successfully installed ninja-1.10.2 2025-08-26T20:10:48.7538273Z + export PATH=/var/lib/jenkins/.local/bin:/opt/cache/bin:/opt/rocm/llvm/bin:/opt/rocm/opencl/bin:/opt/rocm/hip/bin:/opt/rocm/hcc/bin:/opt/rocm/bin:/opt/conda/envs/py_3.12/bin:/opt/conda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin 2025-08-26T20:10:48.7539994Z + PATH=/var/lib/jenkins/.local/bin:/opt/cache/bin:/opt/rocm/llvm/bin:/opt/rocm/opencl/bin:/opt/rocm/hip/bin:/opt/rocm/hcc/bin:/opt/rocm/bin:/opt/conda/envs/py_3.12/bin:/opt/conda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin 2025-08-26T20:10:48.7540839Z + [[ linux-noble-rocm-py3.12-mi300 == *aarch64* ]] 2025-08-26T20:10:48.7541173Z + [[ linux-noble-rocm-py3.12-mi300 == *asan* ]] 2025-08-26T20:10:48.7541457Z + [[ linux-noble-rocm-py3.12-mi300 == *-debug* ]] 2025-08-26T20:10:48.7541746Z + [[ linux-noble-rocm-py3.12-mi300 != *-bazel-* ]] 2025-08-26T20:10:48.7542162Z + echo 'We are not in debug mode: linux-noble-rocm-py3.12-mi300. Expect the assertion to pass' 2025-08-26T20:10:48.7542670Z We are not in debug mode: linux-noble-rocm-py3.12-mi300. Expect the assertion to pass 2025-08-26T20:10:48.7550860Z + cd test 2025-08-26T20:10:48.7551221Z + python -c 'import torch; torch._C._crash_if_debug_asserts_fail(424242)' 2025-08-26T20:10:49.6730209Z + [[ default == \n\o\g\p\u\_\N\O\_\A\V\X\2 ]] 2025-08-26T20:10:49.6730696Z + [[ default == \n\o\g\p\u\_\A\V\X\5\1\2 ]] 2025-08-26T20:10:49.6731101Z + [[ default == \l\e\g\a\c\y\_\n\v\i\d\i\a\_\d\r\i\v\e\r ]] 2025-08-26T20:10:49.6731482Z + DYNAMO_BENCHMARK_FLAGS=() 2025-08-26T20:10:49.6731795Z + [[ default == *pr_time_benchmarks* ]] 2025-08-26T20:10:49.6739951Z + [[ default == *dynamo_eager* ]] 2025-08-26T20:10:49.6740291Z + [[ default == *aot_eager* ]] 2025-08-26T20:10:49.6740538Z + [[ default == *aot_inductor* ]] 2025-08-26T20:10:49.6740799Z + [[ default == *max_autotune_inductor* ]] 2025-08-26T20:10:49.6741065Z + [[ default == *inductor* ]] 2025-08-26T20:10:49.6741300Z + [[ default == *dynamic* ]] 2025-08-26T20:10:49.6741547Z + [[ default == *cpu* ]] 2025-08-26T20:10:49.6741801Z + DYNAMO_BENCHMARK_FLAGS+=(--device cuda) 2025-08-26T20:10:49.6745242Z + [[ linux-noble-rocm-py3.12-mi300 == *libtorch* ]] 2025-08-26T20:10:49.6745489Z + [[ linux-noble-rocm-py3.12-mi300 == *-bazel-* ]] 2025-08-26T20:10:49.6749384Z + cd test 2025-08-26T20:10:49.6753386Z + python -c 'import torch; print(torch.__config__.show())' 2025-08-26T20:10:50.4465000Z PyTorch built with: 2025-08-26T20:10:50.6937546Z - GCC 11.4 2025-08-26T20:10:50.6937880Z - C++ Version: 201703 2025-08-26T20:10:50.6938508Z - Intel(R) oneAPI Math Kernel Library Version 2024.2-Product Build 20240605 for Intel(R) 64 architecture applications 2025-08-26T20:10:50.6939291Z - Intel(R) MKL-DNN v3.7.1 (Git Hash 8d263e693366ef8db40acc569cc7d8edf644556d) 2025-08-26T20:10:50.6940011Z - OpenMP 201511 (a.k.a. OpenMP 4.5) 2025-08-26T20:10:50.6940371Z - LAPACK is enabled (usually provided by MKL) 2025-08-26T20:10:50.6940711Z - NNPACK is enabled 2025-08-26T20:10:50.6941009Z - CPU capability usage: AVX512 2025-08-26T20:10:50.6948697Z - HIP Runtime 6.4.43484 2025-08-26T20:10:50.6948904Z - MIOpen 3.4.0 2025-08-26T20:10:50.6949076Z - Magma 2.7.2 2025-08-26T20:10:50.6952714Z - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, COMMIT_SHA=262640fd220236042fbf4443cc163c8838c84c3d, CXX_COMPILER=/opt/cache/bin/c++, CXX_FLAGS= -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -DNDEBUG -DUSE_KINETO -DLIBKINETO_NOCUPTI -DLIBKINETO_NOXPUPTI=ON -DUSE_FBGEMM -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -DC10_NODEPRECATED -Wall -Wextra -Werror=return-type -Werror=non-virtual-dtor -Werror=range-loop-construct -Werror=bool-operation -Wnarrowing -Wno-missing-field-initializers -Wno-unknown-pragmas -Wno-unused-parameter -Wno-strict-overflow -Wno-strict-aliasing -Wno-stringop-overflow -Wsuggest-override -Wno-psabi -Wno-error=old-style-cast -faligned-new -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, TORCH_VERSION=2.9.0, USE_CUDA=OFF, USE_CUDNN=OFF, USE_CUSPARSELT=OFF, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_GLOO=ON, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=ON, USE_ROCM_KERNEL_ASSERT=OFF, USE_XCCL=OFF, USE_XPU=OFF, 2025-08-26T20:10:50.6955493Z 2025-08-26T20:10:50.6955542Z + cd test 2025-08-26T20:10:50.6955721Z + python -c 'import torch; print(torch.__config__.parallel_info())' 2025-08-26T20:10:51.3717743Z ATen/Parallel: 2025-08-26T20:10:51.3718195Z at::get_num_threads() : 160 2025-08-26T20:10:51.3726441Z at::get_num_interop_threads() : 160 2025-08-26T20:10:51.3726680Z OpenMP 201511 (a.k.a. OpenMP 4.5) 2025-08-26T20:10:51.3726923Z omp_get_max_threads() : 160 2025-08-26T20:10:51.3727313Z Intel(R) oneAPI Math Kernel Library Version 2024.2-Product Build 20240605 for Intel(R) 64 architecture applications 2025-08-26T20:10:51.3727688Z mkl_get_max_threads() : 160 2025-08-26T20:10:51.3727969Z Intel(R) MKL-DNN v3.7.1 (Git Hash 8d263e693366ef8db40acc569cc7d8edf644556d) 2025-08-26T20:10:51.3728262Z std::thread::hardware_concurrency() : 160 2025-08-26T20:10:51.3728474Z Environment variables: 2025-08-26T20:10:51.3728649Z OMP_NUM_THREADS : [not set] 2025-08-26T20:10:51.3728830Z MKL_NUM_THREADS : [not set] 2025-08-26T20:10:51.3729009Z ATen parallel backend: OpenMP 2025-08-26T20:10:51.3731489Z 2025-08-26T20:10:51.6063666Z + [[ default == *numpy_2* ]] 2025-08-26T20:10:51.6064083Z + [[ linux-noble-rocm-py3.12-mi300 == *aarch64* ]] 2025-08-26T20:10:51.6064474Z + [[ default == *backward* ]] 2025-08-26T20:10:51.6064756Z + [[ default == *xla* ]] 2025-08-26T20:10:51.6065032Z + [[ default == *vllm* ]] 2025-08-26T20:10:51.6065306Z + [[ default == *executorch* ]] 2025-08-26T20:10:51.6065624Z + [[ default == \j\i\t\_\l\e\g\a\c\y ]] 2025-08-26T20:10:51.6066021Z + [[ linux-noble-rocm-py3.12-mi300 == *libtorch* ]] 2025-08-26T20:10:51.6066386Z + [[ default == distributed ]] 2025-08-26T20:10:51.6066687Z + [[ default == *operator_benchmark* ]] 2025-08-26T20:10:51.6067025Z + [[ default == *inductor_distributed* ]] 2025-08-26T20:10:51.6073030Z + [[ default == *inductor-halide* ]] 2025-08-26T20:10:51.6073370Z + [[ default == *inductor-triton-cpu* ]] 2025-08-26T20:10:51.6073726Z + [[ default == *inductor-micro-benchmark* ]] 2025-08-26T20:10:51.6074065Z + [[ default == *huggingface* ]] 2025-08-26T20:10:51.6074354Z + [[ default == *timm* ]] 2025-08-26T20:10:51.6074625Z + [[ default == cachebench ]] 2025-08-26T20:10:51.6074913Z + [[ default == verify_cachebench ]] 2025-08-26T20:10:51.6075223Z + [[ default == *torchbench* ]] 2025-08-26T20:10:51.6075518Z + [[ default == *inductor_cpp_wrapper* ]] 2025-08-26T20:10:51.6075741Z + [[ default == *inductor* ]] 2025-08-26T20:10:51.6075910Z + [[ default == *einops* ]] 2025-08-26T20:10:51.6076092Z + [[ default == *dynamo_wrapped* ]] 2025-08-26T20:10:51.6076300Z + [[ linux-noble-rocm-py3.12-mi300 == *rocm* ]] 2025-08-26T20:10:51.6076497Z + [[ -n '' ]] 2025-08-26T20:10:51.6076628Z + [[ 4 == 1 ]] 2025-08-26T20:10:51.6079023Z + [[ 4 == 2 ]] 2025-08-26T20:10:51.6079164Z + [[ 4 -gt 2 ]] 2025-08-26T20:10:51.6079323Z + install_torchvision 2025-08-26T20:10:51.6079479Z + local orig_preload 2025-08-26T20:10:51.6079621Z + local commit 2025-08-26T20:10:51.6079889Z ++ get_pinned_commit vision 2025-08-26T20:10:51.6080062Z ++ cat .github/ci_commit_pins/vision.txt 2025-08-26T20:10:51.6080287Z + commit=966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-08-26T20:10:51.6080486Z + orig_preload= 2025-08-26T20:10:51.6080619Z + '[' -n '' ']' 2025-08-26T20:10:51.6080777Z + [[ linux-noble-rocm-py3.12-mi300 == *cuda* ]] 2025-08-26T20:10:51.6082995Z + pip_build_and_install git+https://github.com/pytorch/vision.git@966da7e46f65d6d49df3e31214470a4fe5cc8e66 dist/vision 2025-08-26T20:10:51.6083869Z + local build_target=git+https://github.com/pytorch/vision.git@966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-08-26T20:10:51.6084200Z + local wheel_dir=dist/vision 2025-08-26T20:10:51.6084366Z + local found_whl=0 2025-08-26T20:10:51.6084637Z + for file in "${wheel_dir}"/*.whl 2025-08-26T20:10:51.6084832Z + [[ -f dist/vision/*.whl ]] 2025-08-26T20:10:51.6084961Z + '[' 0 == 0 ']' 2025-08-26T20:10:51.6085287Z + python3 -m pip wheel --no-build-isolation --no-deps --no-use-pep517 -w dist/vision git+https://github.com/pytorch/vision.git@966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-08-26T20:10:51.7510245Z Collecting git+https://github.com/pytorch/vision.git@966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-08-26T20:10:51.7512476Z Cloning https://github.com/pytorch/vision.git (to revision 966da7e46f65d6d49df3e31214470a4fe5cc8e66) to /tmp/pip-req-build-1i3_wsib 2025-08-26T20:10:51.7532086Z Running command git clone --filter=blob:none --quiet https://github.com/pytorch/vision.git /tmp/pip-req-build-1i3_wsib 2025-08-26T20:10:53.1947585Z Running command git rev-parse -q --verify 'sha^966da7e46f65d6d49df3e31214470a4fe5cc8e66' 2025-08-26T20:10:53.1958968Z Running command git fetch -q https://github.com/pytorch/vision.git 966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-08-26T20:10:53.4573760Z Running command git checkout -q 966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-08-26T20:10:53.8160183Z Resolved https://github.com/pytorch/vision.git to commit 966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-08-26T20:10:55.2587807Z Preparing metadata (setup.py) ... [?25l- \ | done 2025-08-26T20:10:55.2623679Z [?25hBuilding wheels for collected packages: torchvision 2025-08-26T20:10:55.2682904Z  DEPRECATION: Building 'torchvision' using the legacy setup.py bdist_wheel mechanism, which will be removed in a future version. pip 25.3 will enforce this behaviour change. A possible replacement is to use the standardized build interface by setting the `--use-pep517` option, (possibly combined with `--no-build-isolation`), or adding a `pyproject.toml` file to the source tree of 'torchvision'. Discussion can be found at https://github.com/pypa/pip/issues/6334 2025-08-26T20:11:26.5007716Z  Building wheel for torchvision (setup.py) ... [?25l- \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / done 2025-08-26T20:11:26.5021457Z [?25h Created wheel for torchvision: filename=torchvision-0.22.0a0+966da7e-cp312-cp312-linux_x86_64.whl size=1582715 sha256=1a2909a32b00e7ee0496c2293949738b89639b6a1c94d85ced9d4f28be4ae2e6 2025-08-26T20:11:26.5021932Z Stored in directory: /var/lib/jenkins/.cache/pip/wheels/10/ba/61/eb5228b3631dc6bb4f478b3aa59575551a5473e4596e4c001a 2025-08-26T20:11:26.5046370Z Successfully built torchvision 2025-08-26T20:11:26.5542936Z + for file in "${wheel_dir}"/*.whl 2025-08-26T20:11:26.5543418Z + pip_install_whl dist/vision/torchvision-0.22.0a0+966da7e-cp312-cp312-linux_x86_64.whl 2025-08-26T20:11:26.5543911Z + args=('dist/vision/torchvision-0.22.0a0+966da7e-cp312-cp312-linux_x86_64.whl') 2025-08-26T20:11:26.5544200Z + local args 2025-08-26T20:11:26.5544479Z + [[ dist/vision/torchvision-0.22.0a0+966da7e-cp312-cp312-linux_x86_64.whl == *\ * ]] 2025-08-26T20:11:26.5544802Z + for path in "${args[@]}" 2025-08-26T20:11:26.5551656Z + echo 'Installing dist/vision/torchvision-0.22.0a0+966da7e-cp312-cp312-linux_x86_64.whl' 2025-08-26T20:11:26.5552053Z Installing dist/vision/torchvision-0.22.0a0+966da7e-cp312-cp312-linux_x86_64.whl 2025-08-26T20:11:26.5552503Z + python3 -mpip install --no-index --no-deps dist/vision/torchvision-0.22.0a0+966da7e-cp312-cp312-linux_x86_64.whl 2025-08-26T20:11:26.7011817Z Processing ./dist/vision/torchvision-0.22.0a0+966da7e-cp312-cp312-linux_x86_64.whl 2025-08-26T20:11:26.7054878Z Installing collected packages: torchvision 2025-08-26T20:11:26.9332412Z Successfully installed torchvision-0.22.0a0+966da7e 2025-08-26T20:11:26.9594700Z + '[' -n '' ']' 2025-08-26T20:11:26.9595830Z + test_python_shard 4 2025-08-26T20:11:26.9596030Z + [[ -z 6 ]] 2025-08-26T20:11:26.9601958Z + python test/run_test.py --exclude-jit-executor --exclude-distributed-tests --shard 4 6 --verbose --upload-artifacts-while-running 2025-08-26T20:11:28.5214506Z /opt/conda/envs/py_3.12/lib/python3.12/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-26T20:11:28.5216728Z import pkg_resources 2025-08-26T20:11:28.8800706Z Excluding test_cuda_nvml_based_avail on ROCm 2025-08-26T20:11:29.3560261Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json to /var/lib/jenkins/pytorch/test/.pytorch-disabled-tests.json 2025-08-26T20:11:29.4975584Z Ignoring disabled issues: [''] 2025-08-26T20:11:29.5027223Z Found test times from artifacts 2025-08-26T20:11:29.5265932Z Found test times from artifacts 2025-08-26T20:11:29.5272384Z Running all tests 2025-08-26T20:11:29.5443974Z Running parallel tests on 1 processes 2025-08-26T20:11:29.5446851Z Name: tests to run (est. time: 142.09min) 2025-08-26T20:11:29.5447229Z Serial tests (123): 2025-08-26T20:11:29.5448564Z inductor/test_flex_attention 4/4 2025-08-26T20:11:29.5449032Z inductor/test_perf 1/1 2025-08-26T20:11:29.5449348Z inductor/test_torchinductor 1/1 2025-08-26T20:11:29.5449602Z inductor/test_torchinductor_opinfo 4/9 2025-08-26T20:11:29.5455626Z inductor/test_torchinductor_dynamic_shapes 1/4 2025-08-26T20:11:29.5455836Z inductor/test_fused_attention 1/1 2025-08-26T20:11:29.5455994Z dynamo/test_backends 1/1 2025-08-26T20:11:29.5456139Z dynamo/test_decorators 1/1 2025-08-26T20:11:29.5456288Z test_model_exports_to_core_aten 1/1 2025-08-26T20:11:29.5456457Z inductor/test_provenance_tracing 1/1 2025-08-26T20:11:29.5456652Z inductor/test_torchinductor_codegen_dynamic_shapes 2/3 2025-08-26T20:11:29.5456870Z dynamo/test_logging 1/1 2025-08-26T20:11:29.5457006Z inductor/test_cpu_repro 2/4 2025-08-26T20:11:29.5457144Z inductor/test_cudacodecache 1/1 2025-08-26T20:11:29.5457286Z dynamo/test_base_hop 1/1 2025-08-26T20:11:29.5457439Z inductor/test_compiled_optimizers 1/2 2025-08-26T20:11:29.5457592Z inductor/test_cuda_repro 1/1 2025-08-26T20:11:29.5457731Z inductor/test_mmdecomp 1/1 2025-08-26T20:11:29.5457867Z inductor/test_ordered_set 1/1 2025-08-26T20:11:29.5458008Z inductor/test_pad_mm 1/1 2025-08-26T20:11:29.5458139Z inductor/test_profiler 1/1 2025-08-26T20:11:29.5458276Z inductor/test_benchmark_fusion 1/1 2025-08-26T20:11:29.5458426Z inductor/test_gpu_cpp_wrapper 1/1 2025-08-26T20:11:29.5458578Z inductor/test_aot_inductor_utils 1/1 2025-08-26T20:11:29.5458709Z inductor/test_compile 1/1 2025-08-26T20:11:29.5458827Z inductor/test_cpp_wrapper_hipify 1/1 2025-08-26T20:11:29.5458954Z inductor/test_custom_lowering 1/1 2025-08-26T20:11:29.5459087Z inductor/test_custom_post_grad_passes 1/1 2025-08-26T20:11:29.5460862Z inductor/test_fx_fusion 1/1 2025-08-26T20:11:29.5461005Z inductor/test_graph_transform_observer 1/1 2025-08-26T20:11:29.5461139Z inductor/test_helion_kernels 1/1 2025-08-26T20:11:29.5461268Z inductor/test_inductor_annotations 1/1 2025-08-26T20:11:29.5461391Z inductor/test_inductor_utils 1/1 2025-08-26T20:11:29.5461513Z inductor/test_kernel_optimization 1/1 2025-08-26T20:11:29.5461641Z inductor/test_memory 1/1 2025-08-26T20:11:29.5461754Z inductor/test_quantization 1/1 2025-08-26T20:11:29.5461871Z inductor/test_remote_cache 1/1 2025-08-26T20:11:29.5461987Z inductor/test_segmented_tree 1/1 2025-08-26T20:11:29.5462102Z inductor/test_smoke 1/1 2025-08-26T20:11:29.5463349Z inductor/test_split_cat_fx_aten_passes 1/1 2025-08-26T20:11:29.5463487Z inductor/test_static_cuda_launcher 1/1 2025-08-26T20:11:29.5463613Z inductor/test_subgraph_choice 1/1 2025-08-26T20:11:29.5463962Z inductor/test_torchbind 1/1 2025-08-26T20:11:29.5464072Z test_dataloader 1/1 2025-08-26T20:11:29.5464174Z test_overrides 1/1 2025-08-26T20:11:29.5464275Z functorch/test_ops 1/4 2025-08-26T20:11:29.5464377Z test_decomp 3/12 2025-08-26T20:11:29.5464573Z test_decomp 9/12 2025-08-26T20:11:29.5464665Z test_ops 3/4 2025-08-26T20:11:29.5464759Z test_quantization 4/4 2025-08-26T20:11:29.5465890Z test_public_bindings 1/1 2025-08-26T20:11:29.5466002Z test_transformers 1/1 2025-08-26T20:11:29.5466104Z test_ops_gradients 1/2 2025-08-26T20:11:29.5466207Z test_unary_ufuncs 1/1 2025-08-26T20:11:29.5466303Z test_mkldnn 1/1 2025-08-26T20:11:29.5466409Z torch_np/numpy_tests/core/test_dtype 1/1 2025-08-26T20:11:29.5466544Z torch_np/numpy_tests/core/test_einsum 1/1 2025-08-26T20:11:29.5466679Z torch_np/numpy_tests/core/test_indexing 1/1 2025-08-26T20:11:29.5466814Z torch_np/numpy_tests/core/test_numeric 1/1 2025-08-26T20:11:29.5466955Z torch_np/numpy_tests/core/test_shape_base 1/1 2025-08-26T20:11:29.5467193Z torch_np/numpy_tests/lib/test_function_base 1/1 2025-08-26T20:11:29.5468292Z torch_np/numpy_tests/lib/test_histograms 1/1 2025-08-26T20:11:29.5468438Z torch_np/numpy_tests/lib/test_twodim_base 1/1 2025-08-26T20:11:29.5468570Z torch_np/test_basic 1/1 2025-08-26T20:11:29.5468684Z distributions/test_constraints 1/1 2025-08-26T20:11:29.5468805Z functorch/test_ac_knapsack 1/1 2025-08-26T20:11:29.5468915Z functorch/test_ac_logging 1/1 2025-08-26T20:11:29.5469033Z functorch/test_aot_joint_with_descriptors 1/1 2025-08-26T20:11:29.5469152Z lazy/test_bindings 1/1 2025-08-26T20:11:29.5469256Z lazy/test_functionalization 1/1 2025-08-26T20:11:29.5469361Z nn/test_init 1/1 2025-08-26T20:11:29.5469452Z nn/test_lazy_modules 1/1 2025-08-26T20:11:29.5470522Z test_accelerator 1/1 2025-08-26T20:11:29.5470629Z test_appending_byte_serializer 1/1 2025-08-26T20:11:29.5470738Z test_autoload 1/1 2025-08-26T20:11:29.5470833Z test_bundled_inputs 1/1 2025-08-26T20:11:29.5470934Z test_comparison_utils 1/1 2025-08-26T20:11:29.5471040Z test_compile_benchmark_util 1/1 2025-08-26T20:11:29.5471150Z test_cpp_api_parity 1/1 2025-08-26T20:11:29.5471253Z test_cpp_extensions_mtia_backend 1/1 2025-08-26T20:11:29.5471378Z test_cpp_extensions_stream_and_event 1/1 2025-08-26T20:11:29.5471494Z test_cuda_primary_ctx 1/1 2025-08-26T20:11:29.5471596Z test_expanded_weights 1/1 2025-08-26T20:11:29.5472558Z test_futures 1/1 2025-08-26T20:11:29.5472650Z test_hop_infra 1/1 2025-08-26T20:11:29.5472742Z test_import_stats 1/1 2025-08-26T20:11:29.5472833Z test_masked 1/1 2025-08-26T20:11:29.5472919Z test_out_dtype_op 1/1 2025-08-26T20:11:29.5473011Z test_package 1/1 2025-08-26T20:11:29.5473112Z test_per_overload_api 1/1 2025-08-26T20:11:29.5473227Z test_rename_privateuse1_to_existing_device 1/1 2025-08-26T20:11:29.5473352Z test_scatter_gather_ops 1/1 2025-08-26T20:11:29.5473468Z test_set_default_mobile_cpu_allocator 1/1 2025-08-26T20:11:29.5473582Z test_show_pickle 1/1 2025-08-26T20:11:29.5474576Z test_sympy_utils 1/1 2025-08-26T20:11:29.5474677Z test_tensorexpr_pybind 1/1 2025-08-26T20:11:29.5474777Z test_type_info 1/1 2025-08-26T20:11:29.5474874Z test_utils_config_module 1/1 2025-08-26T20:11:29.5474979Z test_utils_filelock 1/1 2025-08-26T20:11:29.5475087Z torch_np/numpy_tests/core/test_dlpack 1/1 2025-08-26T20:11:29.5475215Z torch_np/numpy_tests/core/test_getlimits 1/1 2025-08-26T20:11:29.5475348Z torch_np/numpy_tests/core/test_numerictypes 1/1 2025-08-26T20:11:29.5475482Z torch_np/numpy_tests/core/test_scalar_ctors 1/1 2025-08-26T20:11:29.5475619Z torch_np/numpy_tests/core/test_scalarinherit 1/1 2025-08-26T20:11:29.5475751Z torch_np/numpy_tests/fft/test_helper 1/1 2025-08-26T20:11:29.5476752Z torch_np/numpy_tests/fft/test_pocketfft 1/1 2025-08-26T20:11:29.5476884Z torch_np/numpy_tests/lib/test_arraypad 1/1 2025-08-26T20:11:29.5477066Z torch_np/numpy_tests/lib/test_arraysetops 1/1 2025-08-26T20:11:29.5477198Z torch_np/numpy_tests/lib/test_index_tricks 1/1 2025-08-26T20:11:29.5477331Z torch_np/numpy_tests/lib/test_shape_base_ 1/1 2025-08-26T20:11:29.5477459Z torch_np/numpy_tests/lib/test_type_check 1/1 2025-08-26T20:11:29.5477620Z torch_np/test_binary_ufuncs 1/1 2025-08-26T20:11:29.5477730Z torch_np/test_dtype 1/1 2025-08-26T20:11:29.5477832Z torch_np/test_function_base 1/1 2025-08-26T20:11:29.5477941Z torch_np/test_indexing 1/1 2025-08-26T20:11:29.5478049Z torch_np/test_ndarray_methods 1/1 2025-08-26T20:11:29.5479050Z torch_np/test_nep50_examples 1/1 2025-08-26T20:11:29.5479163Z torch_np/test_random 1/1 2025-08-26T20:11:29.5479267Z torch_np/test_scalars_0D_arrays 1/1 2025-08-26T20:11:29.5479380Z torch_np/test_ufuncs_basic 1/1 2025-08-26T20:11:29.5479489Z torch_np/test_unary_ufuncs 1/1 2025-08-26T20:11:29.5479598Z typing/test_python_operators 1/1 2025-08-26T20:11:29.5479789Z xpu/test_conv 1/1 2025-08-26T20:11:29.5479882Z Parallel tests (0): 2025-08-26T20:11:29.5479979Z Name: excluded (est. time: 0.0min) 2025-08-26T20:11:29.5480080Z Serial tests (0): 2025-08-26T20:11:29.5480167Z Parallel tests (0): 2025-08-26T20:11:29.5481197Z Running inductor/test_flex_attention 4/4 ... [2025-08-26 20:11:29.544943] 2025-08-26T20:11:29.5481363Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T20:11:29.5481754Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_flex_attention.py', '--shard-id=4', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 20:11:29.545153] 2025-08-26T20:21:25.9165057Z 2025-08-26T20:21:25.9175922Z inductor/test_flex_attention 4/4 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_flex_attention_4.4_4ddee52995155ea2_.log 2025-08-26T20:21:25.9221036Z Running 190 items in this shard: test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_GQA_score_mod0_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_GQA_score_mod4_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_GQA_score_mod6_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_GQA_score_mod7_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_aot_eager_gradcheck_score_mod2_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_aot_eager_gradcheck_score_mod3_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_autograd_function_in_score_mod_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_automatic_dynamic_score_mod6_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod0_BLOCK_SIZE_128_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod0_BLOCK_SIZE_256_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod1_BLOCK_SIZE3_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod1_BLOCK_SIZE_128_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod1_BLOCK_SIZE_256_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod1_BLOCK_SIZE_256_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod2_BLOCK_SIZE2_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod2_BLOCK_SIZE3_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod3_BLOCK_SIZE2_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod3_BLOCK_SIZE2_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod3_BLOCK_SIZE3_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod3_BLOCK_SIZE3_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod3_BLOCK_SIZE_128_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod4_BLOCK_SIZE2_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod4_BLOCK_SIZE3_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod4_BLOCK_SIZE3_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod4_BLOCK_SIZE_128_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod4_BLOCK_SIZE_256_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod4_BLOCK_SIZE_256_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod6_BLOCK_SIZE3_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod6_BLOCK_SIZE_128_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod6_BLOCK_SIZE_256_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod7_BLOCK_SIZE2_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod7_BLOCK_SIZE3_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod7_BLOCK_SIZE_256_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_seqlen_score_mod0_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_dynamic_score_mask_mod3_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_dynamic_score_mask_mod7_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_score_mod0_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_score_mod0_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_score_mod2_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_score_mod5_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_score_mod6_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_score_mod7_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_score_mod7_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_seqlen_lt_custom_sparse_block_size_score_mod5_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_seqlen_lt_custom_sparse_block_size_score_mod6_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_seqlen_lt_default_sparse_block_size_score_mod1_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_seqlen_lt_default_sparse_block_size_score_mod6_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_captured_buffers_all_dims_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_captured_buffers_all_dims_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_captured_score_mod_aot_eager_gradcheck_score_mod_name__head_offset_mode_eager_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_captured_wrong_device_error_message_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_causal_block_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_causal_block_non_divisible_with_captured_buffer_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_epilogue_fused_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_flex_attention_backward_stride_ordering_mode_eager_permute_order0_shape1_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_flex_attention_backward_stride_ordering_mode_eager_permute_order1_shape0_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_flex_attention_backward_stride_ordering_mode_eager_permute_order3_shape1_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_flex_attention_backward_stride_ordering_mode_inductor_permute_order0_shape0_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_flex_attention_backward_stride_ordering_mode_inductor_permute_order3_shape1_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_flex_attention_stride_ordering_mode_eager_permute_order0_shape0_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_flex_attention_stride_ordering_mode_eager_permute_order3_shape0_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_flex_attention_stride_ordering_mode_inductor_permute_order0_shape0_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_flex_attention_stride_ordering_mode_inductor_permute_order4_shape1_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_flex_attention_stride_ordering_mode_paged_attention_permute_order0_shape0_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_flex_attention_stride_ordering_mode_paged_attention_permute_order2_shape0_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_flex_attention_stride_ordering_mode_paged_attention_permute_order3_shape0_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_flex_attention_stride_ordering_mode_paged_attention_permute_order4_shape0_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_fully_masked_out_rows_0_check_compile_True_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_function_composition_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_index_weird1_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kernel_options_argument_is_respected_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_batch_dims0_head_dims0_score_mod2_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_batch_dims0_head_dims0_score_mod7_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_batch_dims0_head_dims1_score_mod0_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_batch_dims0_head_dims1_score_mod2_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_batch_dims0_head_dims1_score_mod4_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_batch_dims1_head_dims0_score_mod5_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_batch_dims2_head_dims0_score_mod0_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_batch_dims2_head_dims0_score_mod1_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_batch_dims2_head_dims0_score_mod3_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_batch_dims2_head_dims1_score_mod0_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_causal_mask_batch_dims0_head_dims0_score_mod1_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_causal_mask_batch_dims0_head_dims0_score_mod2_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_causal_mask_batch_dims0_head_dims0_score_mod3_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_causal_mask_batch_dims0_head_dims1_score_mod2_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_causal_mask_batch_dims0_head_dims1_score_mod5_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_causal_mask_batch_dims0_head_dims1_score_mod6_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_causal_mask_batch_dims1_head_dims0_score_mod4_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_causal_mask_batch_dims1_head_dims0_score_mod7_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_causal_mask_batch_dims1_head_dims1_score_mod0_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_causal_mask_batch_dims1_head_dims1_score_mod2_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_causal_mask_batch_dims1_head_dims1_score_mod3_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_causal_mask_batch_dims1_head_dims1_score_mod6_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_causal_mask_batch_dims2_head_dims0_score_mod1_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_causal_mask_batch_dims2_head_dims0_score_mod7_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_causal_mask_batch_dims2_head_dims1_score_mod7_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_load_from_view_buffer_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_logsumexp_correctness_score_mod1_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_logsumexp_correctness_score_mod1_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_lse_masked_output_backend_eager_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_multiple_score_mod_calls2_paged_attention_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_multiple_score_mod_calls_paged_attention_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_njt_causal_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod0_head_dims0_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod1_head_dims0_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod1_head_dims1_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod2_head_dims0_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod2_head_dims1_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod3_head_dims0_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod3_head_dims1_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod4_head_dims1_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod5_head_dims0_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod5_head_dims1_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod6_head_dims0_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod6_head_dims1_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod7_head_dims0_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod7_head_dims1_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_pow_2_headdim_head_dim_24_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_num_warps_8_error_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_silu_on_score_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_small_block_mask_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_strided_inputs_q_s0_k_s0_v_s0_do_s2_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_strided_inputs_q_s0_k_s2_v_s2_do_s2_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_strided_inputs_q_s1_k_s0_v_s0_do_s1_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_strided_inputs_q_s1_k_s1_v_s1_do_s1_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_strided_inputs_q_s1_k_s1_v_s1_do_s2_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_strided_inputs_q_s1_k_s3_v_s3_do_s2_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_subgraph_respect_decompostion_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_symbol_closure_in_score_mod_cuda, test/inductor/test_flex_attention.py::TestPagedAttentionCUDA::test_convert_logical_block_mask_cuda, test/inductor/test_flex_attention.py::TestPagedAttentionCUDA::test_paged_builtin_score_mods_score_mod0_cuda_float16, test/inductor/test_flex_attention.py::TestPagedAttentionCUDA::test_paged_builtin_score_mods_score_mod1_cuda_bfloat16, test/inductor/test_flex_attention.py::TestPagedAttentionCUDA::test_paged_builtin_score_mods_score_mod1_cuda_float32, test/inductor/test_flex_attention.py::TestPagedAttentionCUDA::test_paged_builtin_score_mods_score_mod3_cuda_float16, test/inductor/test_flex_attention.py::TestPagedAttentionCUDA::test_paged_builtin_score_mods_score_mod4_cuda_float16, test/inductor/test_flex_attention.py::TestPagedAttentionCUDA::test_paged_builtin_score_mods_score_mod5_cuda_float32, test/inductor/test_flex_attention.py::TestPagedAttentionCUDA::test_paged_builtin_score_mods_score_mod7_cuda_float32, test/inductor/test_flex_attention.py::TestPagedAttentionCUDA::test_update_cuda, test/inductor/test_flex_attention.py::TestBlockMaskCUDA::test_block_mask_operations_with_none_q_indices_cuda, test/inductor/test_flex_attention.py::TestBlockMaskCUDA::test_block_mask_vs_sequence_lengths_compile_True_cuda, test/inductor/test_flex_attention.py::TestBlockMaskCUDA::test_block_size_changes_BLOCK_SIZE4_cuda, test/inductor/test_flex_attention.py::TestBlockMaskCUDA::test_compiling_create_block_mask_no_recompile_cuda, test/inductor/test_flex_attention.py::TestBlockMaskCUDA::test_doc_mask_clamped_repro_cuda, test/inductor/test_flex_attention.py::TestBlockMaskCUDA::test_eager_tracing_correctness_cuda, test/inductor/test_flex_attention.py::TestBlockMaskCUDA::test_from_kv_blocks_without_q_computation_full_indices_False_cuda, test/inductor/test_flex_attention.py::TestBlockMaskCUDA::test_upcast_appropriately_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_absolute_2d_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_absolute_2d_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_batch_head_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_batch_head_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:bfloat16_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_distinct_biases_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_distinct_biases_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_distinct_biases_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_flipped_indexed_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:bfloat16_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_flipped_indexed_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_global_tokens_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:bfloat16_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_global_tokens_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_global_tokens_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:bfloat16_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_global_tokens_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_global_tokens_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_head_specific_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:bfloat16_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_head_specific_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_head_specific_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:bfloat16_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_head_specific_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_head_specific_gate_batch:2_head:4_seq_len:256_headdim:16_dtype:bfloat16_mode_max-autotune-no-cudagraphs_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_head_specific_gate_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_mode_default_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_head_specific_gate_batch:2_head:4_seq_len:277_headdim:16_dtype:bfloat16_mode_default_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_head_specific_gate_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_mode_max-autotune-no-cudagraphs_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_indirect_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_local_window_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_multiplicative_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_multiplicative_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:bfloat16_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_multiplicative_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_relative_1d_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_mode_default_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_relative_1d_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_mode_max-autotune-no-cudagraphs_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_relative_1d_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_mode_max-autotune-no-cudagraphs_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_relative_1d_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_mode_default_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_relative_1d_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_mode_max-autotune-no-cudagraphs_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_relative_1d_bias_only_grad_batch:2_head:4_seq_len:277_headdim:16_dtype:bfloat16_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_relative_1d_bias_only_grad_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_relative_1d_bias_only_grad_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_relative_1d_bias_only_grad_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_symmetric_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:bfloat16_mode_default_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_symmetric_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:bfloat16_mode_max-autotune-no-cudagraphs_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_symmetric_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_mode_default_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_symmetric_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_mode_default_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_symmetric_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_mode_default_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_symmetric_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_mode_max-autotune-no-cudagraphs_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_weird_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_weird_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:bfloat16_cuda 2025-08-26T20:21:25.9253236Z 2025-08-26T20:21:25.9253336Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading 2025-08-26T20:21:25.9253522Z Uploading artifacts took 0.00 seconds 2025-08-26T20:21:25.9253681Z Running inductor/test_perf 1/1 ... [2025-08-26 20:21:25.916714] 2025-08-26T20:21:25.9253841Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T20:21:25.9254219Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_perf.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 20:21:25.917004] 2025-08-26T20:22:06.6083538Z 2025-08-26T20:22:06.6084755Z PRINTING LOG FILE of inductor/test_perf 1/1 (test/test-reports/inductor.test_perf_1.1_aa761abee19eb7f6_.log) 2025-08-26T20:22:06.6094420Z /opt/conda/envs/py_3.12/lib/python3.12/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-26T20:22:06.6095566Z import pkg_resources 2025-08-26T20:22:06.6096032Z Test results will be stored in test-reports/python-pytest/inductor.test_perf/inductor.test_perf-95066cc78a258de8.xml 2025-08-26T20:22:06.6096677Z ============================= test session starts ============================== 2025-08-26T20:22:06.6097124Z platform linux -- Python 3.12.11, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.12/bin/python 2025-08-26T20:22:06.6097516Z cachedir: .pytest_cache 2025-08-26T20:22:06.6098455Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-08-26T20:22:06.6098978Z rootdir: /var/lib/jenkins/pytorch 2025-08-26T20:22:06.6099211Z configfile: pytest.ini 2025-08-26T20:22:06.6099975Z plugins: hypothesis-5.35.1, subtests-0.13.1, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, xdist-3.3.1, xdoctest-1.1.0, typeguard-4.3.0 2025-08-26T20:22:06.6100458Z collecting ... collected 66 items 2025-08-26T20:22:06.6100703Z stepcurrent: Cannot find last run test, not skipping 2025-08-26T20:22:06.6110349Z Running 66 items in this shard: test/inductor/test_perf.py::NumBytesMetricTests::test_cat, test/inductor/test_perf.py::NumBytesMetricTests::test_cat_pointwise, test/inductor/test_perf.py::NumBytesMetricTests::test_cat_pointwise_config_option, test/inductor/test_perf.py::NumBytesMetricTests::test_cat_pointwise_many_complex_inputs, test/inductor/test_perf.py::NumBytesMetricTests::test_cat_pointwise_many_simple_inputs, test/inductor/test_perf.py::NumBytesMetricTests::test_extern, test/inductor/test_perf.py::NumBytesMetricTests::test_index, test/inductor/test_perf.py::NumBytesMetricTests::test_pointwise, test/inductor/test_perf.py::NumBytesMetricTests::test_reduction, test/inductor/test_perf.py::FusionTests::test_create_block_mask, test/inductor/test_perf.py::FusionTests::test_double_softmax, test/inductor/test_perf.py::FusionTests::test_factory_reduction, test/inductor/test_perf.py::FusionTests::test_horizontal_reduction_outer_pointwise, test/inductor/test_perf.py::FusionTests::test_horizontal_reduction_pointwise, test/inductor/test_perf.py::FusionTests::test_horizontal_reduction_pointwise2, test/inductor/test_perf.py::FusionTests::test_horizontal_reduction_reduction, test/inductor/test_perf.py::FusionTests::test_horizontal_sum_pw_broadcast, test/inductor/test_perf.py::FusionTests::test_index_pointwise, test/inductor/test_perf.py::FusionTests::test_index_reduction, test/inductor/test_perf.py::FusionTests::test_layer_norm, test/inductor/test_perf.py::FusionTests::test_mutation_fusion, test/inductor/test_perf.py::FusionTests::test_neighbor, test/inductor/test_perf.py::FusionTests::test_norm_chain, test/inductor/test_perf.py::FusionTests::test_pointwise_multi_level_reduction, test/inductor/test_perf.py::FusionTests::test_reduction_pointwise_multi_level_reduction, test/inductor/test_perf.py::FusionTests::test_softmax_backward, test/inductor/test_perf.py::FusionTests::test_softmax_inner, test/inductor/test_perf.py::FusionTests::test_vertical_sum_pw, test/inductor/test_perf.py::SchedulerFusionTests::test_fusion_choice1, test/inductor/test_perf.py::SchedulerFusionTests::test_fusion_choice2, test/inductor/test_perf.py::SchedulerFusionTests::test_fusion_choice3, test/inductor/test_perf.py::SchedulerFusionTests::test_fusion_choice4_cpu, test/inductor/test_perf.py::TilingTests::test_tiling_simple, test/inductor/test_perf.py::TilingTests::test_tiling_three, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_cat, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_dtype, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_full_remat, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_keops, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_long_chain_add, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_partial_remat, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_relu, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_unremat_bw, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_unremat_bw2, test/inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_with_view, test/inductor/test_perf.py::NoopTests::test_noop_cat, test/inductor/test_perf.py::NoopTests::test_noop_clones, test/inductor/test_perf.py::NoopTests::test_noop_device_conversion, test/inductor/test_perf.py::NoopTests::test_noop_dtype_conversion, test/inductor/test_perf.py::NoopTests::test_noop_int_ops, test/inductor/test_perf.py::NoopTests::test_noop_slice_scatter, test/inductor/test_perf.py::InplacingTests::test_inplace_custom_op, test/inductor/test_perf.py::InplacingTests::test_inplace_custom_op_intermediate, test/inductor/test_perf.py::InplacingTests::test_inplace_custom_op_training, test/inductor/test_perf.py::InplacingTests::test_inplace_custom_op_training_two_mutated_inputs, test/inductor/test_perf.py::InplacingTests::test_inplace_custom_op_two_mutated_inputs, test/inductor/test_perf.py::InplacingTests::test_inplace_randperm_scatter, test/inductor/test_perf.py::InplacingTests::test_inplace_scatter, test/inductor/test_perf.py::InplacingTests::test_inplace_scatter_noop_view, test/inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_training, test/inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_v1, test/inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_v2, test/inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_v3, test/inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_v4, test/inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_v5, test/inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_v6, test/inductor/test_perf.py::InplacingTests::test_triton_kernel_not_fusable_with_users 2025-08-26T20:22:06.6117655Z 2025-08-26T20:22:06.6117898Z inductor/test_perf.py::NumBytesMetricTests::test_cat I0826 20:21:32.326000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6118495Z I0826 20:21:32.326000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 160, 'nodes_num_elem': [(SchedulerNode(name='op0'), 40)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.052083333333333336)]} 2025-08-26T20:22:06.6119006Z I0826 20:21:32.502000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [1/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6119512Z I0826 20:21:32.502000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [1/0] [__inductor_metrics] {'num_bytes_accessed': 160, 'nodes_num_elem': [(SchedulerNode(name='op0'), 40)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.052083333333333336)]} 2025-08-26T20:22:06.6120088Z I0826 20:21:32.662000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [2/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6120589Z I0826 20:21:32.662000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [2/0] [__inductor_metrics] {'num_bytes_accessed': 160, 'nodes_num_elem': [(SchedulerNode(name='op0'), 40)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.052083333333333336)]} 2025-08-26T20:22:06.6121038Z I0826 20:21:32.935000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [3/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6121468Z I0826 20:21:32.935000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [3/0] [__inductor_metrics] {'num_bytes_accessed': 120, 'nodes_num_elem': [(SchedulerNode(name='op0'), 30)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.0390625)]} 2025-08-26T20:22:06.6121904Z I0826 20:21:33.429000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [4/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6122585Z I0826 20:21:33.429000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [4/0] [__inductor_metrics] {'num_bytes_accessed': 1600, 'nodes_num_elem': [(ExternKernelSchedulerNode(name='op0'), 200), (SchedulerNode(name='op1'), 200), (NopKernelSchedulerNode(name='op2'), 0)], 'node_runtimes': [(ExternKernelSchedulerNode(name='op0'), 30.234133126934985), (SchedulerNode(name='op1'), 0.2604166666666667), (NopKernelSchedulerNode(name='op2'), 0.0)]} 2025-08-26T20:22:06.6123259Z I0826 20:21:33.718000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [5/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6123728Z I0826 20:21:33.718000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [5/0] [__inductor_metrics] {'num_bytes_accessed': 2400, 'nodes_num_elem': [(SchedulerNode(name='op0'), 600)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.78125)]} 2025-08-26T20:22:06.6124169Z I0826 20:21:34.070000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [6/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6124680Z I0826 20:21:34.070000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [6/0] [__inductor_metrics] {'num_bytes_accessed': 4000, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op1), 1000)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op1), 1.3020833333333333)]} 2025-08-26T20:22:06.6125149Z I0826 20:21:34.451000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [7/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6125878Z I0826 20:21:34.451000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [7/0] [__inductor_metrics] {'num_bytes_accessed': 10400, 'nodes_num_elem': [(SchedulerNode(name='op0'), 1100), (SchedulerNode(name='op1'), 1100), (NopKernelSchedulerNode(name='op2'), 0), (SchedulerNode(name='op3'), 400)], 'node_runtimes': [(SchedulerNode(name='op0'), 1.4322916666666667), (SchedulerNode(name='op1'), 1.4322916666666667), (NopKernelSchedulerNode(name='op2'), 0.0), (SchedulerNode(name='op3'), 0.5208333333333334)]} 2025-08-26T20:22:06.6126506Z PASSED [3.3072s] [ 1%] 2025-08-26T20:22:06.6126805Z inductor/test_perf.py::NumBytesMetricTests::test_cat_pointwise I0826 20:21:34.855000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6127601Z I0826 20:21:34.855000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 1600, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op1_op4), 200), (FusedSchedulerNode(nodes=op2_op3_op5), 200), (NopKernelSchedulerNode(name='op6'), 0)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op1_op4), 0.2604166666666667), (FusedSchedulerNode(nodes=op2_op3_op5), 0.2604166666666667), (NopKernelSchedulerNode(name='op6'), 0.0)]} 2025-08-26T20:22:06.6128306Z I0826 20:21:35.436000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [1/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6128951Z I0826 20:21:35.436000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [1/0] [__inductor_metrics] {'num_bytes_accessed': 2720, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op1), 120), (FusedSchedulerNode(nodes=op2_op3), 120), (SchedulerNode(name='op4'), 440)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op1), 0.15625), (FusedSchedulerNode(nodes=op2_op3), 0.15625), (SchedulerNode(name='op4'), 0.5729166666666666)]} 2025-08-26T20:22:06.6129596Z I0826 20:21:35.816000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [2/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6130257Z I0826 20:21:35.816000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [2/0] [__inductor_metrics] {'num_bytes_accessed': 2400, 'nodes_num_elem': [(ExternKernelSchedulerNode(name='op0'), 200), (SchedulerNode(name='op1'), 400)], 'node_runtimes': [(ExternKernelSchedulerNode(name='op0'), 30.234133126934985), (SchedulerNode(name='op1'), 0.5208333333333334)]} 2025-08-26T20:22:06.6130828Z I0826 20:21:36.136000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [3/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6131629Z I0826 20:21:36.136000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [3/0] [__inductor_metrics] {'num_bytes_accessed': 3200, 'nodes_num_elem': [(ExternKernelSchedulerNode(name='op0'), 200), (ExternKernelSchedulerNode(name='op1'), 200), (NopKernelSchedulerNode(name='op2'), 0), (SchedulerNode(name='op3'), 400)], 'node_runtimes': [(ExternKernelSchedulerNode(name='op0'), 30.234133126934985), (ExternKernelSchedulerNode(name='op1'), 30.234133126934985), (NopKernelSchedulerNode(name='op2'), 0.0), (SchedulerNode(name='op3'), 0.5208333333333334)]} 2025-08-26T20:22:06.6132419Z I0826 20:21:36.352000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [4/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6132901Z I0826 20:21:36.352000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [4/0] [__inductor_metrics] {'num_bytes_accessed': 1600, 'nodes_num_elem': [(SchedulerNode(name='op0'), 400)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.5208333333333334)]} 2025-08-26T20:22:06.6133427Z I0826 20:21:36.574000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [5/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6133869Z I0826 20:21:36.574000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [5/0] [__inductor_metrics] {'num_bytes_accessed': 1600, 'nodes_num_elem': [(SchedulerNode(name='op0'), 400)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.5208333333333334)]} 2025-08-26T20:22:06.6134308Z I0826 20:21:36.755000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [6/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6134868Z I0826 20:21:36.755000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [6/0] [__inductor_metrics] {'num_bytes_accessed': 2720, 'nodes_num_elem': [(ExternKernelSchedulerNode(name='op0'), 200), (SchedulerNode(name='op1'), 480)], 'node_runtimes': [(ExternKernelSchedulerNode(name='op0'), 30.234133126934985), (SchedulerNode(name='op1'), 0.625)]} 2025-08-26T20:22:06.6135332Z PASSED [2.2983s] [ 3%] 2025-08-26T20:22:06.6135639Z inductor/test_perf.py::NumBytesMetricTests::test_cat_pointwise_config_option I0826 20:21:37.119000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6136187Z I0826 20:21:37.119000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 1600, 'nodes_num_elem': [(SchedulerNode(name='op0'), 400)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.5208333333333334)]} 2025-08-26T20:22:06.6136537Z PASSED [0.3609s] [ 4%] 2025-08-26T20:22:06.6136841Z inductor/test_perf.py::NumBytesMetricTests::test_cat_pointwise_many_complex_inputs I0826 20:21:37.641000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6138924Z I0826 20:21:37.641000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 25600, 'nodes_num_elem': [(SchedulerNode(name='op0'), 200), (SchedulerNode(name='op1'), 200), (SchedulerNode(name='op2'), 200), (SchedulerNode(name='op3'), 200), (SchedulerNode(name='op4'), 200), (SchedulerNode(name='op5'), 200), (SchedulerNode(name='op6'), 200), (SchedulerNode(name='op7'), 200), (SchedulerNode(name='op8'), 200), (SchedulerNode(name='op9'), 200), (SchedulerNode(name='op10'), 200), (SchedulerNode(name='op11'), 200), (SchedulerNode(name='op12'), 200), (SchedulerNode(name='op13'), 200), (SchedulerNode(name='op14'), 200), (SchedulerNode(name='op15'), 200), (NopKernelSchedulerNode(name='op16'), 0), (SchedulerNode(name='op17'), 3200)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.2604166666666667), (SchedulerNode(name='op1'), 0.2604166666666667), (SchedulerNode(name='op2'), 0.2604166666666667), (SchedulerNode(name='op3'), 0.2604166666666667), (SchedulerNode(name='op4'), 0.2604166666666667), (SchedulerNode(name='op5'), 0.2604166666666667), (SchedulerNode(name='op6'), 0.2604166666666667), (SchedulerNode(name='op7'), 0.2604166666666667), (SchedulerNode(name='op8'), 0.2604166666666667), (SchedulerNode(name='op9'), 0.2604166666666667), (SchedulerNode(name='op10'), 0.2604166666666667), (SchedulerNode(name='op11'), 0.2604166666666667), (SchedulerNode(name='op12'), 0.2604166666666667), (SchedulerNode(name='op13'), 0.2604166666666667), (SchedulerNode(name='op14'), 0.2604166666666667), (SchedulerNode(name='op15'), 0.2604166666666667), (NopKernelSchedulerNode(name='op16'), 0.0), (SchedulerNode(name='op17'), 4.166666666666667)]} 2025-08-26T20:22:06.6140954Z PASSED [0.5407s] [ 6%] 2025-08-26T20:22:06.6141259Z inductor/test_perf.py::NumBytesMetricTests::test_cat_pointwise_many_simple_inputs I0826 20:21:38.360000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6143740Z I0826 20:21:38.360000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 38400, 'nodes_num_elem': [(ForeachKernelSchedulerNode(nodes=op0_op1_op2_op3_op4_op5_op6_op7_op8_op9_op10_op11_op12_op13_op14_op15), 3200), (NopKernelSchedulerNode(name='op16'), 0), (SchedulerNode(name='op17'), 200), (SchedulerNode(name='op18'), 200), (SchedulerNode(name='op19'), 200), (SchedulerNode(name='op20'), 200), (SchedulerNode(name='op21'), 200), (SchedulerNode(name='op22'), 200), (SchedulerNode(name='op23'), 200), (SchedulerNode(name='op24'), 200), (SchedulerNode(name='op25'), 200), (SchedulerNode(name='op26'), 200), (SchedulerNode(name='op27'), 200), (SchedulerNode(name='op28'), 200), (SchedulerNode(name='op29'), 200), (SchedulerNode(name='op30'), 200), (SchedulerNode(name='op31'), 200), (SchedulerNode(name='op32'), 200), (NopKernelSchedulerNode(name='op33'), 0), (SchedulerNode(name='op34'), 3200)], 'node_runtimes': [(ForeachKernelSchedulerNode(nodes=op0_op1_op2_op3_op4_op5_op6_op7_op8_op9_op10_op11_op12_op13_op14_op15), 4.166666666666667), (NopKernelSchedulerNode(name='op16'), 0.0), (SchedulerNode(name='op17'), 0.2604166666666667), (SchedulerNode(name='op18'), 0.2604166666666667), (SchedulerNode(name='op19'), 0.2604166666666667), (SchedulerNode(name='op20'), 0.2604166666666667), (SchedulerNode(name='op21'), 0.2604166666666667), (SchedulerNode(name='op22'), 0.2604166666666667), (SchedulerNode(name='op23'), 0.2604166666666667), (SchedulerNode(name='op24'), 0.2604166666666667), (SchedulerNode(name='op25'), 0.2604166666666667), (SchedulerNode(name='op26'), 0.2604166666666667), (SchedulerNode(name='op27'), 0.2604166666666667), (SchedulerNode(name='op28'), 0.2604166666666667), (SchedulerNode(name='op29'), 0.2604166666666667), (SchedulerNode(name='op30'), 0.2604166666666667), (SchedulerNode(name='op31'), 0.2604166666666667), (SchedulerNode(name='op32'), 0.2604166666666667), (NopKernelSchedulerNode(name='op33'), 0.0), (SchedulerNode(name='op34'), 4.166666666666667)]} 2025-08-26T20:22:06.6146169Z PASSED [0.7259s] [ 7%] 2025-08-26T20:22:06.6146444Z inductor/test_perf.py::NumBytesMetricTests::test_extern I0826 20:21:38.457000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6147012Z I0826 20:21:38.457000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 800, 'nodes_num_elem': [(ExternKernelSchedulerNode(name='op0'), 200)], 'node_runtimes': [(ExternKernelSchedulerNode(name='op0'), 30.234133126934985)]} 2025-08-26T20:22:06.6147504Z I0826 20:21:38.503000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [1/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6147991Z I0826 20:21:38.503000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [1/0] [__inductor_metrics] {'num_bytes_accessed': 1200, 'nodes_num_elem': [(ExternKernelSchedulerNode(name='op0'), 300)], 'node_runtimes': [(ExternKernelSchedulerNode(name='op0'), 30.234133126934985)]} 2025-08-26T20:22:06.6151548Z I0826 20:21:38.895000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [2/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6152242Z I0826 20:21:38.895000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [2/0] [__inductor_metrics] {'num_bytes_accessed': 2400, 'nodes_num_elem': [(SchedulerNode(name='op0'), 200), (ExternKernelSchedulerNode(name='op1'), 200), (SchedulerNode(name='op2'), 200)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.2604166666666667), (ExternKernelSchedulerNode(name='op1'), 30.234133126934985), (SchedulerNode(name='op2'), 0.2604166666666667)]} 2025-08-26T20:22:06.6152911Z I0826 20:21:39.183000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [3/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6153567Z I0826 20:21:39.183000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [3/0] [__inductor_metrics] {'num_bytes_accessed': 2400, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op1), 300), (ExternKernelSchedulerNode(name='op2'), 300)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op1), 0.390625), (ExternKernelSchedulerNode(name='op2'), 30.234133126934985)]} 2025-08-26T20:22:06.6154059Z PASSED [0.7937s] [ 9%] 2025-08-26T20:22:06.6154338Z inductor/test_perf.py::NumBytesMetricTests::test_index I0826 20:21:39.382000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6154888Z I0826 20:21:39.382000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 120, 'nodes_num_elem': [(SchedulerNode(name='op0'), 30)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.0390625)]} 2025-08-26T20:22:06.6155226Z PASSED [0.2063s] [ 10%] 2025-08-26T20:22:06.6155514Z inductor/test_perf.py::NumBytesMetricTests::test_pointwise I0826 20:21:39.597000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6156041Z I0826 20:21:39.597000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 80, 'nodes_num_elem': [(SchedulerNode(name='op0'), 20)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.026041666666666668)]} 2025-08-26T20:22:06.6156487Z I0826 20:21:39.790000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [1/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6156920Z I0826 20:21:39.790000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [1/0] [__inductor_metrics] {'num_bytes_accessed': 120, 'nodes_num_elem': [(SchedulerNode(name='op0'), 30)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.0390625)]} 2025-08-26T20:22:06.6157342Z I0826 20:21:39.905000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [2/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6157766Z I0826 20:21:39.905000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [2/0] [__inductor_metrics] {'num_bytes_accessed': 840, 'nodes_num_elem': [(SchedulerNode(name='op0'), 210)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.2734375)]} 2025-08-26T20:22:06.6158191Z I0826 20:21:39.991000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [3/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6158621Z I0826 20:21:39.991000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [3/0] [__inductor_metrics] {'num_bytes_accessed': 80, 'nodes_num_elem': [(SchedulerNode(name='op0'), 20)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.026041666666666668)]} 2025-08-26T20:22:06.6159059Z I0826 20:21:40.197000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [4/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6159489Z I0826 20:21:40.197000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [4/0] [__inductor_metrics] {'num_bytes_accessed': 800, 'nodes_num_elem': [(SchedulerNode(name='op0'), 200)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.2604166666666667)]} 2025-08-26T20:22:06.6160040Z I0826 20:21:40.316000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [5/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6160547Z I0826 20:21:40.316000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [5/0] [__inductor_metrics] {'num_bytes_accessed': 200, 'nodes_num_elem': [(SchedulerNode(name='op0'), 20), (SchedulerNode(name='op1'), 30)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.026041666666666668), (SchedulerNode(name='op1'), 0.0390625)]} 2025-08-26T20:22:06.6160962Z PASSED [0.9250s] [ 12%] 2025-08-26T20:22:06.6161229Z inductor/test_perf.py::NumBytesMetricTests::test_reduction I0826 20:21:40.550000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6161746Z I0826 20:21:40.550000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 440, 'nodes_num_elem': [(SchedulerNode(name='op0'), 110)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.14322916666666666)]} 2025-08-26T20:22:06.6162232Z I0826 20:21:40.685000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [1/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6162662Z I0826 20:21:40.685000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [1/0] [__inductor_metrics] {'num_bytes_accessed': 440, 'nodes_num_elem': [(SchedulerNode(name='op0'), 110)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.14322916666666666)]} 2025-08-26T20:22:06.6163035Z PASSED [0.3715s] [ 13%] 2025-08-26T20:22:06.6163298Z inductor/test_perf.py::FusionTests::test_create_block_mask I0826 20:21:42.518000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6164348Z I0826 20:21:42.518000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 4480, 'nodes_num_elem': [(SchedulerNode(name='op0'), 128), (SchedulerNode(name='op15'), 72), (SchedulerNode(name='op8'), 72), (FusedSchedulerNode(nodes=op2_op4_op5_op12_op6_op13_op7_op9_op14_op16), 560), (FusedSchedulerNode(nodes=op11_op23_op22_op24), 144), (FusedSchedulerNode(nodes=op18_op20_op19_op21), 144)], 'node_runtimes': [(SchedulerNode(name='op0'), 0), (SchedulerNode(name='op15'), 0), (SchedulerNode(name='op8'), 0), (FusedSchedulerNode(nodes=op2_op4_op5_op12_op6_op13_op7_op9_op14_op16), 0), (FusedSchedulerNode(nodes=op11_op23_op22_op24), 0), (FusedSchedulerNode(nodes=op18_op20_op19_op21), 0)]} 2025-08-26T20:22:06.6165207Z PASSED [2.1339s] [ 15%] 2025-08-26T20:22:06.6165465Z inductor/test_perf.py::FusionTests::test_double_softmax I0826 20:21:43.134000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6166022Z I0826 20:21:43.134000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 800, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op1_op2_op3_op4), 200)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op1_op2_op3_op4), 0.2604166666666667)]} 2025-08-26T20:22:06.6166410Z PASSED [0.3284s] [ 16%] 2025-08-26T20:22:06.6166673Z inductor/test_perf.py::FusionTests::test_factory_reduction I0826 20:21:43.382000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6167181Z I0826 20:21:43.382000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 40, 'nodes_num_elem': [(SchedulerNode(name='op0'), 10)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.013020833333333334)]} 2025-08-26T20:22:06.6167517Z PASSED [0.2282s] [ 18%] 2025-08-26T20:22:06.6167807Z inductor/test_perf.py::FusionTests::test_horizontal_reduction_outer_pointwise I0826 20:21:43.678000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6168358Z I0826 20:21:43.678000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 480, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op1), 120)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op1), 0.15625)]} 2025-08-26T20:22:06.6168710Z PASSED [0.2932s] [ 19%] 2025-08-26T20:22:06.6168990Z inductor/test_perf.py::FusionTests::test_horizontal_reduction_pointwise I0826 20:21:43.975000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6169534Z I0826 20:21:43.975000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 840, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op1), 210)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op1), 0.2734375)]} 2025-08-26T20:22:06.6169983Z PASSED [0.2968s] [ 21%] 2025-08-26T20:22:06.6170268Z inductor/test_perf.py::FusionTests::test_horizontal_reduction_pointwise2 I0826 20:21:44.270000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6170862Z I0826 20:21:44.270000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 480, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op1), 120)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op1), 0.15625)]} 2025-08-26T20:22:06.6171209Z PASSED [0.2929s] [ 22%] 2025-08-26T20:22:06.6171489Z inductor/test_perf.py::FusionTests::test_horizontal_reduction_reduction I0826 20:21:44.519000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6172067Z I0826 20:21:44.519000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 480, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op1), 120)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op1), 0.15625)]} 2025-08-26T20:22:06.6172413Z PASSED [0.2485s] [ 24%] 2025-08-26T20:22:06.6172685Z inductor/test_perf.py::FusionTests::test_horizontal_sum_pw_broadcast I0826 20:21:44.814000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6173222Z I0826 20:21:44.814000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 840, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op1), 210)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op1), 0.2734375)]} 2025-08-26T20:22:06.6173569Z PASSED [0.2943s] [ 25%] 2025-08-26T20:22:06.6173831Z inductor/test_perf.py::FusionTests::test_index_pointwise I0826 20:21:45.110000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6174338Z I0826 20:21:45.110000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 1280, 'nodes_num_elem': [(SchedulerNode(name='op0'), 320)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.4166666666666667)]} 2025-08-26T20:22:06.6174676Z PASSED [0.2950s] [ 27%] 2025-08-26T20:22:06.6174935Z inductor/test_perf.py::FusionTests::test_index_reduction I0826 20:21:45.479000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6175441Z I0826 20:21:45.479000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 560, 'nodes_num_elem': [(SchedulerNode(name='op0'), 140)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.18229166666666666)]} 2025-08-26T20:22:06.6175776Z PASSED [0.3669s] [ 28%] 2025-08-26T20:22:06.6176027Z inductor/test_perf.py::FusionTests::test_layer_norm I0826 20:21:45.774000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6176561Z I0826 20:21:45.774000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 880, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op1_op3), 220)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op1_op3), 0.2864583333333333)]} 2025-08-26T20:22:06.6176938Z PASSED [0.3031s] [ 30%] 2025-08-26T20:22:06.6177208Z inductor/test_perf.py::FusionTests::test_mutation_fusion I0826 20:21:46.022000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6177766Z I0826 20:21:46.022000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 2000, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op1_op2_op3), 500)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op1_op2_op3), 0.6510416666666666)]} 2025-08-26T20:22:06.6178149Z PASSED [0.2393s] [ 31%] 2025-08-26T20:22:06.6178498Z inductor/test_perf.py::FusionTests::test_neighbor I0826 20:21:46.311000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6178993Z I0826 20:21:46.311000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 360, 'nodes_num_elem': [(SchedulerNode(name='op0'), 90)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.1171875)]} 2025-08-26T20:22:06.6179324Z PASSED [0.3200s] [ 33%] 2025-08-26T20:22:06.6179627Z inductor/test_perf.py::FusionTests::test_norm_chain I0826 20:21:46.608000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6180310Z I0826 20:21:46.608000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 800, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op1_op2_op3), 200)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op1_op2_op3), 0.2604166666666667)]} 2025-08-26T20:22:06.6180737Z PASSED [0.2641s] [ 34%] 2025-08-26T20:22:06.6181043Z inductor/test_perf.py::FusionTests::test_pointwise_multi_level_reduction I0826 20:21:47.006000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6181710Z I0826 20:21:47.006000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 268443656, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op2), 67109889), (SchedulerNode(name='op3'), 1025)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op2), 87382.66796875), (SchedulerNode(name='op3'), 1.3346354166666667)]} 2025-08-26T20:22:06.6182271Z I0826 20:21:47.140000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/2] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6182838Z I0826 20:21:47.140000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/2] [__inductor_metrics] {'num_bytes_accessed': 268443656, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op2), 67109889), (SchedulerNode(name='op3'), 1025)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op2), 87382.66796875), (SchedulerNode(name='op3'), 1.3346354166666667)]} 2025-08-26T20:22:06.6183299Z PASSED [0.5367s] [ 36%] 2025-08-26T20:22:06.6183597Z inductor/test_perf.py::FusionTests::test_reduction_pointwise_multi_level_reduction I0826 20:21:47.694000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6184364Z I0826 20:21:47.694000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 268533768, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op1_op3_op4_op5), 67125249), (SchedulerNode(name='op6'), 8193)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op1_op3_op4_op5), 87402.66796875), (SchedulerNode(name='op6'), 10.66796875)]} 2025-08-26T20:22:06.6184950Z I0826 20:21:47.902000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/1] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6185534Z I0826 20:21:47.902000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/1] [__inductor_metrics] {'num_bytes_accessed': 268533768, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op1_op3_op4_op5), 67125249), (SchedulerNode(name='op6'), 8193)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op1_op3_op4_op5), 87402.66796875), (SchedulerNode(name='op6'), 10.66796875)]} 2025-08-26T20:22:06.6186034Z PASSED [0.7566s] [ 37%] 2025-08-26T20:22:06.6186312Z inductor/test_perf.py::FusionTests::test_softmax_backward I0826 20:21:48.183000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6186855Z I0826 20:21:48.183000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 1200, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op1), 300)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op1), 0.390625)]} 2025-08-26T20:22:06.6187217Z PASSED [0.2772s] [ 39%] 2025-08-26T20:22:06.6187484Z inductor/test_perf.py::FusionTests::test_softmax_inner I0826 20:21:48.439000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6188036Z I0826 20:21:48.439000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 800, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op1_op2), 200)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op1_op2), 0.2604166666666667)]} 2025-08-26T20:22:06.6188419Z PASSED [0.2552s] [ 40%] 2025-08-26T20:22:06.6188794Z inductor/test_perf.py::FusionTests::test_vertical_sum_pw I0826 20:21:48.735000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6189401Z I0826 20:21:48.735000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 440, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op1), 110)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op1), 0.14322916666666666)]} 2025-08-26T20:22:06.6189946Z PASSED [0.2947s] [ 42%] 2025-08-26T20:22:06.6190257Z inductor/test_perf.py::SchedulerFusionTests::test_fusion_choice1 I0826 20:21:49.026000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6191052Z I0826 20:21:49.026000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 2800, 'nodes_num_elem': [(SchedulerNode(name='op0'), 200), (ExternKernelSchedulerNode(name='op1'), 200), (SchedulerNode(name='op2'), 300)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.2604166666666667), (ExternKernelSchedulerNode(name='op1'), 30.234133126934985), (SchedulerNode(name='op2'), 0.390625)]} 2025-08-26T20:22:06.6191634Z PASSED [0.2894s] [ 43%] 2025-08-26T20:22:06.6191944Z inductor/test_perf.py::SchedulerFusionTests::test_fusion_choice2 I0826 20:21:49.448000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6192746Z I0826 20:21:49.448000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 2480, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op2), 210), (ExternKernelSchedulerNode(name='op1'), 200), (SchedulerNode(name='op3'), 210)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op2), 0.2734375), (ExternKernelSchedulerNode(name='op1'), 30.234133126934985), (SchedulerNode(name='op3'), 0.2734375)]} 2025-08-26T20:22:06.6193342Z PASSED [0.4226s] [ 45%] 2025-08-26T20:22:06.6193664Z inductor/test_perf.py::SchedulerFusionTests::test_fusion_choice3 I0826 20:21:49.856000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6194450Z I0826 20:21:49.856000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 3200, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op2), 300), (ExternKernelSchedulerNode(name='op1'), 200), (SchedulerNode(name='op3'), 300)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op2), 0.390625), (ExternKernelSchedulerNode(name='op1'), 30.234133126934985), (SchedulerNode(name='op3'), 0.390625)]} 2025-08-26T20:22:06.6195050Z PASSED [0.4052s] [ 46%] 2025-08-26T20:22:06.6195375Z inductor/test_perf.py::SchedulerFusionTests::test_fusion_choice4_cpu I0826 20:21:52.334000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6195957Z I0826 20:21:52.334000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 5324, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op1), 1331)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op1), 0)]} 2025-08-26T20:22:06.6196437Z I0826 20:21:52.690000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [1/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6196951Z I0826 20:21:52.690000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [1/0] [__inductor_metrics] {'num_bytes_accessed': 5368, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op1_op2), 1342)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op1_op2), 0)]} 2025-08-26T20:22:06.6197346Z PASSED [2.8319s] [ 48%] 2025-08-26T20:22:06.6197648Z inductor/test_perf.py::TilingTests::test_tiling_simple I0826 20:21:52.902000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6198232Z I0826 20:21:52.902000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 1200, 'nodes_num_elem': [(SchedulerNode(name='op0'), 300)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.390625)]} 2025-08-26T20:22:06.6198695Z I0826 20:21:52.966000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [1/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6199207Z I0826 20:21:52.966000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [1/0] [__inductor_metrics] {'num_bytes_accessed': 1200, 'nodes_num_elem': [(SchedulerNode(name='op0'), 300)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.390625)]} 2025-08-26T20:22:06.6199574Z PASSED [0.2765s] [ 50%] 2025-08-26T20:22:06.6199973Z inductor/test_perf.py::TilingTests::test_tiling_three I0826 20:21:53.367000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6200546Z I0826 20:21:53.367000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 16000, 'nodes_num_elem': [(SchedulerNode(name='op0'), 4000)], 'node_runtimes': [(SchedulerNode(name='op0'), 5.208333333333333)]} 2025-08-26T20:22:06.6200927Z PASSED [0.4004s] [ 51%] 2025-08-26T20:22:06.6201265Z inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_cat I0826 20:21:53.597000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6201846Z I0826 20:21:53.597000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 160, 'nodes_num_elem': [(SchedulerNode(name='op0'), 40)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.052083333333333336)]} 2025-08-26T20:22:06.6202313Z I0826 20:21:53.681000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6202790Z I0826 20:21:53.681000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 120, 'nodes_num_elem': [(SchedulerNode(name='op0'), 30)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.0390625)]} 2025-08-26T20:22:06.6203150Z PASSED [0.2984s] [ 53%] 2025-08-26T20:22:06.6203470Z inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_dtype I0826 20:21:53.902000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6204080Z I0826 20:21:53.902000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 900, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op1), 225)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op1), 0)]} 2025-08-26T20:22:06.6204554Z I0826 20:21:53.997000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6205030Z I0826 20:21:53.997000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 900, 'nodes_num_elem': [(SchedulerNode(name='op0'), 225)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.29296875)]} 2025-08-26T20:22:06.6205403Z PASSED [0.3153s] [ 54%] 2025-08-26T20:22:06.6205744Z inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_full_remat I0826 20:21:54.214000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6206346Z I0826 20:21:54.214000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 80, 'nodes_num_elem': [(SchedulerNode(name='op0'), 20)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.026041666666666668)]} 2025-08-26T20:22:06.6206815Z I0826 20:21:54.430000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6207275Z I0826 20:21:54.430000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 120, 'nodes_num_elem': [(SchedulerNode(name='op0'), 30)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.0390625)]} 2025-08-26T20:22:06.6207699Z PASSED [0.4324s] [ 56%] 2025-08-26T20:22:06.6208030Z inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_keops I0826 20:21:54.792000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6208628Z I0826 20:21:54.792000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 240, 'nodes_num_elem': [(SchedulerNode(name='op0'), 60)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.078125)]} 2025-08-26T20:22:06.6209101Z I0826 20:21:55.153000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6209742Z I0826 20:21:55.153000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 640, 'nodes_num_elem': [(SchedulerNode(name='op0'), 80), (SchedulerNode(name='op1'), 80)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.10416666666666667), (SchedulerNode(name='op1'), 0.10416666666666667)]} 2025-08-26T20:22:06.6210213Z PASSED [0.7236s] [ 57%] 2025-08-26T20:22:06.6210552Z inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_long_chain_add I0826 20:21:55.522000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6211552Z I0826 20:21:55.522000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 5200, 'nodes_num_elem': [(SchedulerNode(name='op0'), 200), (ExternKernelSchedulerNode(name='op1'), 200), (SchedulerNode(name='op2'), 300), (ExternKernelSchedulerNode(name='op3'), 200), (SchedulerNode(name='op4'), 400)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.2604166666666667), (ExternKernelSchedulerNode(name='op1'), 30.234133126934985), (SchedulerNode(name='op2'), 0.390625), (ExternKernelSchedulerNode(name='op3'), 30.234133126934985), (SchedulerNode(name='op4'), 0.5208333333333334)]} 2025-08-26T20:22:06.6212458Z I0826 20:21:55.873000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6213678Z I0826 20:21:55.873000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 10400, 'nodes_num_elem': [(SchedulerNode(name='op0'), 200), (ExternKernelSchedulerNode(name='op1'), 300), (ExternKernelSchedulerNode(name='op2'), 300), (FusedSchedulerNode(nodes=op3_op4), 700), (ExternKernelSchedulerNode(name='op5'), 300), (ExternKernelSchedulerNode(name='op6'), 300), (SchedulerNode(name='op7'), 500)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.2604166666666667), (ExternKernelSchedulerNode(name='op1'), 30.234133126934985), (ExternKernelSchedulerNode(name='op2'), 30.234133126934985), (FusedSchedulerNode(nodes=op3_op4), 0.9114583333333334), (ExternKernelSchedulerNode(name='op5'), 30.234133126934985), (ExternKernelSchedulerNode(name='op6'), 30.234133126934985), (SchedulerNode(name='op7'), 0.6510416666666666)]} 2025-08-26T20:22:06.6214789Z PASSED [1.0125s] [ 59%] 2025-08-26T20:22:06.6215125Z inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_partial_remat I0826 20:21:56.395000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6215725Z I0826 20:21:56.395000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 240, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op1), 60)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op1), 0.078125)]} 2025-08-26T20:22:06.6216232Z I0826 20:21:56.599000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6216705Z I0826 20:21:56.599000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 120, 'nodes_num_elem': [(SchedulerNode(name='op0'), 30)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.0390625)]} 2025-08-26T20:22:06.6217112Z PASSED [0.4295s] [ 60%] 2025-08-26T20:22:06.6217449Z inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_relu I0826 20:21:56.790000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6218069Z I0826 20:21:56.790000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 144, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op1), 36)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op1), 0.046875)]} 2025-08-26T20:22:06.6218564Z I0826 20:21:56.857000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6219021Z I0826 20:21:56.857000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 144, 'nodes_num_elem': [(SchedulerNode(name='op0'), 36)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.046875)]} 2025-08-26T20:22:06.6219380Z PASSED [0.2565s] [ 62%] 2025-08-26T20:22:06.6219809Z inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_unremat_bw I0826 20:21:57.242000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6220777Z I0826 20:21:57.242000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 4480, 'nodes_num_elem': [(SchedulerNode(name='op0'), 100), (SchedulerNode(name='op1'), 244), (SchedulerNode(name='op2'), 144), (ExternKernelSchedulerNode(name='op3'), 432), (SchedulerNode(name='op4'), 200)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.13020833333333334), (SchedulerNode(name='op1'), 0.3177083333333333), (SchedulerNode(name='op2'), 0.1875), (ExternKernelSchedulerNode(name='op3'), 52.24458204334365), (SchedulerNode(name='op4'), 0.2604166666666667)]} 2025-08-26T20:22:06.6221626Z I0826 20:21:57.487000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6222246Z I0826 20:21:57.487000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 2800, 'nodes_num_elem': [(SchedulerNode(name='op0'), 400), (ExternKernelSchedulerNode(name='op1'), 300)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.5208333333333334), (ExternKernelSchedulerNode(name='op1'), 30.234133126934985)]} 2025-08-26T20:22:06.6222772Z ('RERUN', {'yellow': True}) [0.6303s] [ 63%] 2025-08-26T20:22:06.6223145Z inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_unremat_bw I0826 20:21:57.856000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6223954Z I0826 20:21:57.856000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 2400, 'nodes_num_elem': [(SchedulerNode(name='op0'), 100), (ExternKernelSchedulerNode(name='op1'), 300), (SchedulerNode(name='op2'), 200)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.13020833333333334), (ExternKernelSchedulerNode(name='op1'), 30.234133126934985), (SchedulerNode(name='op2'), 0.2604166666666667)]} 2025-08-26T20:22:06.6224685Z I0826 20:21:58.080000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6225311Z I0826 20:21:58.080000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 2800, 'nodes_num_elem': [(SchedulerNode(name='op0'), 400), (ExternKernelSchedulerNode(name='op1'), 300)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.5208333333333334), (ExternKernelSchedulerNode(name='op1'), 30.234133126934985)]} 2025-08-26T20:22:06.6225818Z PASSED [0.5911s] [ 63%] 2025-08-26T20:22:06.6226161Z inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_unremat_bw2 I0826 20:21:58.304000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6227076Z I0826 20:21:58.304000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 3200, 'nodes_num_elem': [(ExternKernelSchedulerNode(name='op0'), 200), (FusedSchedulerNode(nodes=op1_op2), 300), (ExternKernelSchedulerNode(name='op3'), 300)], 'node_runtimes': [(ExternKernelSchedulerNode(name='op0'), 30.234133126934985), (FusedSchedulerNode(nodes=op1_op2), 0.390625), (ExternKernelSchedulerNode(name='op3'), 30.234133126934985)]} 2025-08-26T20:22:06.6227866Z I0826 20:21:58.411000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6228948Z I0826 20:21:58.411000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 7200, 'nodes_num_elem': [(ExternKernelSchedulerNode(name='op0'), 300), (ExternKernelSchedulerNode(name='op1'), 300), (SchedulerNode(name='op2'), 300), (ExternKernelSchedulerNode(name='op3'), 300), (ExternKernelSchedulerNode(name='op4'), 300), (SchedulerNode(name='op5'), 300)], 'node_runtimes': [(ExternKernelSchedulerNode(name='op0'), 30.234133126934985), (ExternKernelSchedulerNode(name='op1'), 30.234133126934985), (SchedulerNode(name='op2'), 0.390625), (ExternKernelSchedulerNode(name='op3'), 30.234133126934985), (ExternKernelSchedulerNode(name='op4'), 30.234133126934985), (SchedulerNode(name='op5'), 0.390625)]} 2025-08-26T20:22:06.6229971Z PASSED [0.3294s] [ 65%] 2025-08-26T20:22:06.6230320Z inductor/test_perf.py::MinCutPartitioningTests::test_partitioning_with_view I0826 20:21:59.007000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6230927Z I0826 20:21:59.007000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 1200, 'nodes_num_elem': [(FusedSchedulerNode(nodes=op0_op1), 300)], 'node_runtimes': [(FusedSchedulerNode(nodes=op0_op1), 0.390625)]} 2025-08-26T20:22:06.6231417Z I0826 20:21:59.255000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6232030Z I0826 20:21:59.255000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 2400, 'nodes_num_elem': [(ExternKernelSchedulerNode(name='op0'), 300), (SchedulerNode(name='op1'), 300)], 'node_runtimes': [(ExternKernelSchedulerNode(name='op0'), 30.234133126934985), (SchedulerNode(name='op1'), 0.390625)]} 2025-08-26T20:22:06.6232528Z PASSED [0.8440s] [ 66%] 2025-08-26T20:22:06.6232815Z inductor/test_perf.py::NoopTests::test_noop_cat I0826 20:21:59.296000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6233502Z I0826 20:21:59.296000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 80, 'nodes_num_elem': [(ExternKernelSchedulerNode(name='op0'), 20), (ExternKernelSchedulerNode(name='op1'), 0)], 'node_runtimes': [(ExternKernelSchedulerNode(name='op0'), 0), (ExternKernelSchedulerNode(name='op1'), 0.0)]} 2025-08-26T20:22:06.6234102Z I0826 20:21:59.478000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [1/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6234591Z I0826 20:21:59.478000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [1/0] [__inductor_metrics] {'num_bytes_accessed': 80, 'nodes_num_elem': [(SchedulerNode(name='op0'), 20)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.026041666666666668)]} 2025-08-26T20:22:06.6234983Z PASSED [0.2327s] [ 68%] 2025-08-26T20:22:06.6235297Z inductor/test_perf.py::NoopTests::test_noop_clones I0826 20:21:59.527000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6236038Z I0826 20:21:59.527000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 80, 'nodes_num_elem': [(ExternKernelSchedulerNode(name='op0'), 20), (ExternKernelSchedulerNode(name='op1'), 0)], 'node_runtimes': [(ExternKernelSchedulerNode(name='op0'), 0), (ExternKernelSchedulerNode(name='op1'), 0.0)]} 2025-08-26T20:22:06.6236635Z I0826 20:21:59.711000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [1/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6237324Z I0826 20:21:59.711000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [1/0] [__inductor_metrics] {'num_bytes_accessed': 160, 'nodes_num_elem': [(SchedulerNode(name='op0'), 20), (ExternKernelSchedulerNode(name='op1'), 20), (ExternKernelSchedulerNode(name='op2'), 0)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.026041666666666668), (ExternKernelSchedulerNode(name='op1'), 0), (ExternKernelSchedulerNode(name='op2'), 0.0)]} 2025-08-26T20:22:06.6237981Z PASSED [0.2331s] [ 69%] 2025-08-26T20:22:06.6238314Z inductor/test_perf.py::NoopTests::test_noop_device_conversion I0826 20:21:59.761000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6241877Z I0826 20:21:59.761000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 80, 'nodes_num_elem': [(ExternKernelSchedulerNode(name='op0'), 20), (ExternKernelSchedulerNode(name='op1'), 0)], 'node_runtimes': [(ExternKernelSchedulerNode(name='op0'), 0), (ExternKernelSchedulerNode(name='op1'), 0.0)]} 2025-08-26T20:22:06.6242368Z PASSED [0.0463s] [ 71%] 2025-08-26T20:22:06.6242648Z inductor/test_perf.py::NoopTests::test_noop_dtype_conversion I0826 20:21:59.807000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6243296Z I0826 20:21:59.807000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 80, 'nodes_num_elem': [(ExternKernelSchedulerNode(name='op0'), 20), (ExternKernelSchedulerNode(name='op1'), 0)], 'node_runtimes': [(ExternKernelSchedulerNode(name='op0'), 0), (ExternKernelSchedulerNode(name='op1'), 0.0)]} 2025-08-26T20:22:06.6243761Z PASSED [0.0437s] [ 72%] 2025-08-26T20:22:06.6244026Z inductor/test_perf.py::NoopTests::test_noop_int_ops I0826 20:21:59.850000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6244646Z I0826 20:21:59.850000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 80, 'nodes_num_elem': [(ExternKernelSchedulerNode(name='op0'), 20), (ExternKernelSchedulerNode(name='op1'), 0)], 'node_runtimes': [(ExternKernelSchedulerNode(name='op0'), 0), (ExternKernelSchedulerNode(name='op1'), 0)]} 2025-08-26T20:22:06.6245118Z PASSED [0.1465s] [ 74%] 2025-08-26T20:22:06.6245393Z inductor/test_perf.py::NoopTests::test_noop_slice_scatter I0826 20:21:59.998000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6246040Z I0826 20:21:59.998000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 80, 'nodes_num_elem': [(ExternKernelSchedulerNode(name='op0'), 20), (ExternKernelSchedulerNode(name='op1'), 0)], 'node_runtimes': [(ExternKernelSchedulerNode(name='op0'), 0), (ExternKernelSchedulerNode(name='op1'), 0.0)]} 2025-08-26T20:22:06.6248307Z PASSED [0.0417s] [ 75%] 2025-08-26T20:22:06.6248604Z inductor/test_perf.py::InplacingTests::test_inplace_custom_op I0826 20:22:00.060000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6249363Z I0826 20:22:00.060000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 84, 'nodes_num_elem': [(ExternKernelSchedulerNode(name='op0'), 9), (ExternKernelSchedulerNode(name='op1'), 6), (ExternKernelSchedulerNode(name='op2'), 6)], 'node_runtimes': [(ExternKernelSchedulerNode(name='op0'), 0), (ExternKernelSchedulerNode(name='op1'), 0), (ExternKernelSchedulerNode(name='op2'), 0)]} 2025-08-26T20:22:06.6250025Z PASSED [0.1283s] [ 77%] 2025-08-26T20:22:06.6250484Z inductor/test_perf.py::InplacingTests::test_inplace_custom_op_intermediate I0826 20:22:00.193000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6251341Z I0826 20:22:00.193000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 84, 'nodes_num_elem': [(NopKernelSchedulerNode(name='op0'), 0), (ExternKernelSchedulerNode(name='op1'), 9), (ExternKernelSchedulerNode(name='op2'), 6), (ExternKernelSchedulerNode(name='op3'), 6)], 'node_runtimes': [(NopKernelSchedulerNode(name='op0'), 0.0), (ExternKernelSchedulerNode(name='op1'), 0), (ExternKernelSchedulerNode(name='op2'), 0), (ExternKernelSchedulerNode(name='op3'), 0)]} 2025-08-26T20:22:06.6252042Z PASSED [0.0915s] [ 78%] 2025-08-26T20:22:06.6252329Z inductor/test_perf.py::InplacingTests::test_inplace_custom_op_training I0826 20:22:00.291000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [1/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6252975Z I0826 20:22:00.291000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [1/0] [__inductor_metrics] {'num_bytes_accessed': 36, 'nodes_num_elem': [(NopKernelSchedulerNode(name='op0'), 0), (ExternKernelSchedulerNode(name='op1'), 9)], 'node_runtimes': [(NopKernelSchedulerNode(name='op0'), 0.0), (ExternKernelSchedulerNode(name='op1'), 0)]} 2025-08-26T20:22:06.6253427Z PASSED [0.0736s] [ 80%] 2025-08-26T20:22:06.6253730Z inductor/test_perf.py::InplacingTests::test_inplace_custom_op_training_two_mutated_inputs I0826 20:22:00.494000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6255731Z I0826 20:22:00.494000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 84, 'nodes_num_elem': [(NopKernelSchedulerNode(name='op0'), 0), (NopKernelSchedulerNode(name='op1'), 0), (ExternKernelSchedulerNode(name='op2'), 15), (SchedulerNode(name='op3'), 6)], 'node_runtimes': [(NopKernelSchedulerNode(name='op0'), 0.0), (NopKernelSchedulerNode(name='op1'), 0.0), (ExternKernelSchedulerNode(name='op2'), 0), (SchedulerNode(name='op3'), 0.0078125)]} 2025-08-26T20:22:06.6256353Z PASSED [0.2031s] [ 81%] 2025-08-26T20:22:06.6256651Z inductor/test_perf.py::InplacingTests::test_inplace_custom_op_two_mutated_inputs I0826 20:22:00.719000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6257625Z I0826 20:22:00.719000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 156, 'nodes_num_elem': [(ExternKernelSchedulerNode(name='op0'), 15), (ExternKernelSchedulerNode(name='op1'), 0), (ExternKernelSchedulerNode(name='op2'), 15), (ExternKernelSchedulerNode(name='op3'), 0), (SchedulerNode(name='op4'), 9)], 'node_runtimes': [(ExternKernelSchedulerNode(name='op0'), 0), (ExternKernelSchedulerNode(name='op1'), 0.0), (ExternKernelSchedulerNode(name='op2'), 0), (ExternKernelSchedulerNode(name='op3'), 0.0), (SchedulerNode(name='op4'), 0.01171875)]} 2025-08-26T20:22:06.6258367Z PASSED [0.2606s] [ 83%] 2025-08-26T20:22:06.6258644Z inductor/test_perf.py::InplacingTests::test_inplace_randperm_scatter I0826 20:22:00.990000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6259381Z I0826 20:22:00.990000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 1000, 'nodes_num_elem': [(ExternKernelSchedulerNode(name='op0'), 20), (ExternKernelSchedulerNode(name='op1'), 0), (SchedulerNode(name='op4'), 230)], 'node_runtimes': [(ExternKernelSchedulerNode(name='op0'), 0), (ExternKernelSchedulerNode(name='op1'), 0), (SchedulerNode(name='op4'), 0.2994791666666667)]} 2025-08-26T20:22:06.6260032Z PASSED [0.2488s] [ 84%] 2025-08-26T20:22:06.6260299Z inductor/test_perf.py::InplacingTests::test_inplace_scatter I0826 20:22:01.223000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6260941Z I0826 20:22:01.223000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 104, 'nodes_num_elem': [(SchedulerNode(name='op0'), 20), (SchedulerNode(name='op1'), 6)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.026041666666666668), (SchedulerNode(name='op1'), 0.0078125)]} 2025-08-26T20:22:06.6262447Z I0826 20:22:01.318000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [1/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6262875Z I0826 20:22:01.318000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [1/0] [__inductor_metrics] {'num_bytes_accessed': 24, 'nodes_num_elem': [(SchedulerNode(name='op0'), 6)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.0078125)]} 2025-08-26T20:22:06.6263200Z PASSED [0.3660s] [ 86%] 2025-08-26T20:22:06.6263484Z inductor/test_perf.py::InplacingTests::test_inplace_scatter_noop_view I0826 20:22:01.574000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6264002Z I0826 20:22:01.574000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 168, 'nodes_num_elem': [(SchedulerNode(name='op0'), 42)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.0546875)]} 2025-08-26T20:22:06.6264431Z PASSED [0.2007s] [ 87%] 2025-08-26T20:22:06.6264719Z inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_training I0826 20:22:01.814000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [1/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6265370Z I0826 20:22:01.814000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [1/0] [__inductor_metrics] {'num_bytes_accessed': 36, 'nodes_num_elem': [(NopKernelSchedulerNode(name='op0'), 0), (ExternKernelSchedulerNode(name='op1'), 9)], 'node_runtimes': [(NopKernelSchedulerNode(name='op0'), 0.0), (ExternKernelSchedulerNode(name='op1'), 0)]} 2025-08-26T20:22:06.6265822Z PASSED [0.3438s] [ 89%] 2025-08-26T20:22:06.6266103Z inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_v1 I0826 20:22:02.246000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6266739Z I0826 20:22:02.246000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 200, 'nodes_num_elem': [(SchedulerNode(name='op0'), 10), (ExternKernelSchedulerNode(name='op1'), 40)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.013020833333333334), (ExternKernelSchedulerNode(name='op1'), 0)]} 2025-08-26T20:22:06.6268071Z PASSED [0.4365s] [ 90%] 2025-08-26T20:22:06.6268353Z inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_v2 I0826 20:22:02.815000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6269092Z I0826 20:22:02.815000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 280, 'nodes_num_elem': [(SchedulerNode(name='op0'), 10), (ExternKernelSchedulerNode(name='op1'), 40), (SchedulerNode(name='op2'), 20)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.013020833333333334), (ExternKernelSchedulerNode(name='op1'), 0), (SchedulerNode(name='op2'), 0.026041666666666668)]} 2025-08-26T20:22:06.6269620Z PASSED [0.4612s] [ 92%] 2025-08-26T20:22:06.6269996Z inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_v3 I0826 20:22:03.270000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6270733Z I0826 20:22:03.270000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 320, 'nodes_num_elem': [(SchedulerNode(name='op0'), 10), (ExternKernelSchedulerNode(name='op1'), 40), (FusedSchedulerNode(nodes=op2_op3), 30)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.013020833333333334), (ExternKernelSchedulerNode(name='op1'), 0), (FusedSchedulerNode(nodes=op2_op3), 0.0390625)]} 2025-08-26T20:22:06.6271323Z PASSED [0.4518s] [ 93%] 2025-08-26T20:22:06.6271598Z inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_v4 I0826 20:22:03.725000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6272346Z I0826 20:22:03.725000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 280, 'nodes_num_elem': [(SchedulerNode(name='op0'), 10), (ExternKernelSchedulerNode(name='op1'), 40), (SchedulerNode(name='op2'), 20)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.013020833333333334), (ExternKernelSchedulerNode(name='op1'), 0), (SchedulerNode(name='op2'), 0.026041666666666668)]} 2025-08-26T20:22:06.6272873Z PASSED [0.4561s] [ 95%] 2025-08-26T20:22:06.6274021Z inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_v5 I0826 20:22:04.166000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6274768Z I0826 20:22:04.166000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 320, 'nodes_num_elem': [(SchedulerNode(name='op0'), 10), (ExternKernelSchedulerNode(name='op1'), 40), (FusedSchedulerNode(nodes=op2_op3), 30)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.013020833333333334), (ExternKernelSchedulerNode(name='op1'), 0), (FusedSchedulerNode(nodes=op2_op3), 0.0390625)]} 2025-08-26T20:22:06.6275314Z PASSED [0.4388s] [ 96%] 2025-08-26T20:22:06.6275588Z inductor/test_perf.py::InplacingTests::test_inplace_triton_kernel_v6 I0826 20:22:04.494000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6276226Z I0826 20:22:04.494000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 200, 'nodes_num_elem': [(SchedulerNode(name='op0'), 10), (ExternKernelSchedulerNode(name='op1'), 40)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.013020833333333334), (ExternKernelSchedulerNode(name='op1'), 0)]} 2025-08-26T20:22:06.6276667Z PASSED [0.3260s] [ 98%] 2025-08-26T20:22:06.6276961Z inductor/test_perf.py::InplacingTests::test_triton_kernel_not_fusable_with_users I0826 20:22:04.742000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6277714Z I0826 20:22:04.742000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 60, 'nodes_num_elem': [(NopKernelSchedulerNode(name='op0'), 0), (NopKernelSchedulerNode(name='op1'), 0), (ExternKernelSchedulerNode(name='op2'), 15)], 'node_runtimes': [(NopKernelSchedulerNode(name='op0'), 0.0), (NopKernelSchedulerNode(name='op1'), 0.0), (ExternKernelSchedulerNode(name='op2'), 0)]} 2025-08-26T20:22:06.6278354Z I0826 20:22:04.916000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] Graph Metrics: 2025-08-26T20:22:06.6278782Z I0826 20:22:04.916000 224581 site-packages/torch/_inductor/compile_fx.py:1537] [0/0] [__inductor_metrics] {'num_bytes_accessed': 48, 'nodes_num_elem': [(SchedulerNode(name='op0'), 12)], 'node_runtimes': [(SchedulerNode(name='op0'), 0.015625)]} 2025-08-26T20:22:06.6279109Z PASSED [0.4076s] [100%] 2025-08-26T20:22:06.6279169Z 2025-08-26T20:22:06.6280183Z ==================================== RERUNS ==================================== 2025-08-26T20:22:06.6280365Z _____________ MinCutPartitioningTests.test_partitioning_unremat_bw _____________ 2025-08-26T20:22:06.6280534Z Traceback (most recent call last): 2025-08-26T20:22:06.6280744Z File "/var/lib/jenkins/pytorch/test/inductor/test_perf.py", line 724, in test_partitioning_unremat_bw 2025-08-26T20:22:06.6280990Z self.assertExpectedInline(count_numel_train(f, *inp), """1300""") 2025-08-26T20:22:06.6281286Z File "/opt/conda/envs/py_3.12/lib/python3.12/site-packages/torch/testing/_internal/common_utils.py", line 3167, in assertExpectedInline 2025-08-26T20:22:06.6281671Z return super().assertExpectedInline(actual if isinstance(actual, str) else str(actual), expect, skip + 1) 2025-08-26T20:22:06.6281889Z ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ 2025-08-26T20:22:06.6282170Z File "/opt/conda/envs/py_3.12/lib/python3.12/site-packages/expecttest/__init__.py", line 413, in assertExpectedInline 2025-08-26T20:22:06.6282391Z assert_expected_inline( 2025-08-26T20:22:06.6282602Z File "/opt/conda/envs/py_3.12/lib/python3.12/site-packages/expecttest/__init__.py", line 378, in assert_expected_inline 2025-08-26T20:22:06.6283708Z assert_eq(expect, actual, msg=help_text) 2025-08-26T20:22:06.6283958Z File "/opt/conda/envs/py_3.12/lib/python3.12/site-packages/expecttest/__init__.py", line 450, in assertMultiLineEqualMaybeCppStack 2025-08-26T20:22:06.6284225Z self.assertMultiLineEqual(expect, actual, *args, **kwargs) 2025-08-26T20:22:06.6284452Z File "/opt/conda/envs/py_3.12/lib/python3.12/unittest/case.py", line 1251, in assertMultiLineEqual 2025-08-26T20:22:06.6284660Z self.fail(self._formatMessage(msg, standardMsg)) 2025-08-26T20:22:06.6284841Z File "/opt/conda/envs/py_3.12/lib/python3.12/unittest/case.py", line 715, in fail 2025-08-26T20:22:06.6285011Z raise self.failureException(msg) 2025-08-26T20:22:06.6285136Z AssertionError: '1300' != '1820' 2025-08-26T20:22:06.6285237Z - 1300 2025-08-26T20:22:06.6285314Z + 1820 2025-08-26T20:22:06.6285515Z : To accept the new output, re-run test with envvar EXPECTTEST_ACCEPT=1 (we recommend staging/committing your changes before doing this) 2025-08-26T20:22:06.6286553Z 2025-08-26T20:22:06.6286629Z To execute this test, run the following from the base repo dir: 2025-08-26T20:22:06.6286878Z PYTORCH_TEST_WITH_ROCM=1 python test/inductor/test_perf.py MinCutPartitioningTests.test_partitioning_unremat_bw 2025-08-26T20:22:06.6287055Z 2025-08-26T20:22:06.6287142Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-08-26T20:22:06.6287344Z ----------------------------- Captured stdout call ----------------------------- 2025-08-26T20:22:06.6287730Z [(SchedulerNode(name='op0'), 100), (SchedulerNode(name='op1'), 244), (SchedulerNode(name='op2'), 144), (ExternKernelSchedulerNode(name='op3'), 432), (SchedulerNode(name='op4'), 200), (SchedulerNode(name='op0'), 400), (ExternKernelSchedulerNode(name='op1'), 300)] 2025-08-26T20:22:06.6288085Z frames [('total', 1), ('ok', 1)] 2025-08-26T20:22:06.6288210Z stats [('calls_captured', 4), ('unique_graphs', 1)] 2025-08-26T20:22:06.6288370Z aot_autograd [('total', 1), ('autograd_cache_miss', 1), ('ok', 1)] 2025-08-26T20:22:06.6288802Z inductor [('flop_count', 5456), ('triton_bundler_save_kernel', 80), ('async_compile_cache_miss', 10), ('async_compile_cache_hit', 5), ('benchmarking.InductorBenchmarker.benchmark_gpu', 4), ('fxgraph_cache_miss', 2), ('extern_calls', 2), ('pattern_matcher_count', 1), ('pattern_matcher_nodes', 1)] 2025-08-26T20:22:06.6289194Z graph_break [] 2025-08-26T20:22:06.6289314Z aten_mm_info [('aten.mm_12_12_12', 1), ('aten.mm_10_10_10', 1)] 2025-08-26T20:22:06.6290438Z ----------------------------- Captured stderr call ----------------------------- 2025-08-26T20:22:06.6291061Z /opt/conda/envs/py_3.12/lib/python3.12/site-packages/torch/_functorch/_aot_autograd/utils.py:133: UserWarning: Your compiler for AOTAutograd is returning a function that doesn't take boxed arguments. Please wrap it with functorch.compile.make_boxed_func or handle the boxed arguments yourself. See https://github.com/pytorch/pytorch/pull/83137#issuecomment-1211320670 for rationale. 2025-08-26T20:22:06.6291628Z warnings.warn( 2025-08-26T20:22:06.6291873Z - generated xml file: /var/lib/jenkins/pytorch/test/test-reports/python-pytest/inductor.test_perf/inductor.test_perf-95066cc78a258de8.xml - 2025-08-26T20:22:06.6292152Z ========================= 66 passed, 1 rerun in 33.76s ========================= 2025-08-26T20:22:06.6292247Z 2025-08-26T20:22:06.6292443Z FINISHED PRINTING LOG FILE of inductor/test_perf 1/1 (test/test-reports/inductor.test_perf_1.1_aa761abee19eb7f6_.log) 2025-08-26T20:22:06.6292619Z 2025-08-26T20:22:06.6292701Z Running inductor/test_torchinductor 1/1 ... [2025-08-26 20:22:06.609064] 2025-08-26T20:22:06.6292860Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T20:22:06.6293294Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_torchinductor.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 20:22:06.609357] 2025-08-26T20:31:35.9208068Z 2025-08-26T20:31:35.9212653Z inductor/test_torchinductor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_1.1_7633d5af30d16b93_.log 2025-08-26T20:31:35.9314954Z Running 956 items in this shard: test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast1_broadcast1, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast1_broadcast2, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast1_broadcast3, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast1_dense, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast1_double, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast1_int, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast1_strided, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast1_transposed, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast2_broadcast1, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast2_broadcast2, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast2_broadcast3, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast2_dense, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast2_double, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast2_int, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast2_strided, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast2_transposed, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast3_broadcast1, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast3_broadcast2, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast3_broadcast3, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast3_dense, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast3_double, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast3_int, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast3_strided, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast3_transposed, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_dense_broadcast1, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_dense_broadcast2, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_dense_broadcast3, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_dense_dense, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_dense_double, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_dense_int, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_dense_strided, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_dense_transposed, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_double_broadcast1, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_double_broadcast2, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_double_broadcast3, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_double_dense, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_double_double, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_double_int, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_double_strided, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_double_transposed, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_int_broadcast1, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_int_broadcast2, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_int_broadcast3, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_int_dense, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_int_double, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_int_int, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_int_strided, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_int_transposed, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_strided_broadcast1, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_strided_broadcast2, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_strided_broadcast3, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_strided_dense, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_strided_double, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_strided_int, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_strided_strided, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_strided_transposed, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_transposed_broadcast1, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_transposed_broadcast2, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_transposed_broadcast3, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_transposed_dense, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_transposed_double, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_transposed_int, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_transposed_strided, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_transposed_transposed, test/inductor/test_torchinductor.py::GPUTests::test_AllenaiLongformerBase_repro_cuda, test/inductor/test_torchinductor.py::GPUTests::test__dyn_quant_matmul_4bit_cuda, test/inductor/test_torchinductor.py::GPUTests::test__dyn_quant_pack_4bit_weight_cuda, test/inductor/test_torchinductor.py::GPUTests::test__unsafe_masked_index_cuda, test/inductor/test_torchinductor.py::GPUTests::test__unsafe_masked_index_put_accumulate_cuda, test/inductor/test_torchinductor.py::GPUTests::test_abs_cuda, test/inductor/test_torchinductor.py::GPUTests::test_adaptive_avg_pool1d_argmax_cuda, test/inductor/test_torchinductor.py::GPUTests::test_adaptive_avg_pool2d1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_adaptive_avg_pool2d2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_adaptive_avg_pool2d_low_prec_cuda, test/inductor/test_torchinductor.py::GPUTests::test_adaptive_avg_pool_errors_with_long_cuda, test/inductor/test_torchinductor.py::GPUTests::test_adaptive_avg_pool_with_output_size_0_cuda, test/inductor/test_torchinductor.py::GPUTests::test_adaptive_max_pool2d1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_adaptive_max_pool2d2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_adaptive_max_pool2d3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_adaptive_pool_errors_with_long_cuda, test/inductor/test_torchinductor.py::GPUTests::test_add_complex10_cuda, test/inductor/test_torchinductor.py::GPUTests::test_add_complex3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_add_complex4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_add_complex5_cuda, test/inductor/test_torchinductor.py::GPUTests::test_add_complex6_cuda, test/inductor/test_torchinductor.py::GPUTests::test_add_complex7_cuda, test/inductor/test_torchinductor.py::GPUTests::test_add_complex8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_add_complex9_cuda, test/inductor/test_torchinductor.py::GPUTests::test_add_complex_cuda, test/inductor/test_torchinductor.py::GPUTests::test_add_const_float_cuda, test/inductor/test_torchinductor.py::GPUTests::test_add_const_int_cuda, test/inductor/test_torchinductor.py::GPUTests::test_add_inplace_permuted_cuda, test/inductor/test_torchinductor.py::GPUTests::test_adding_tensor_offsets_cuda, test/inductor/test_torchinductor.py::GPUTests::test_addmm_cuda, test/inductor/test_torchinductor.py::GPUTests::test_addmv_cuda, test/inductor/test_torchinductor.py::GPUTests::test_alexnet_prefix_cuda, test/inductor/test_torchinductor.py::GPUTests::test_aliased_buffer_reuse_cuda, test/inductor/test_torchinductor.py::GPUTests::test_allow_reuse_active_if_under_peak_cuda, test/inductor/test_torchinductor.py::GPUTests::test_allow_reuse_disable_if_exceed_peak_cuda, test/inductor/test_torchinductor.py::GPUTests::test_angle_cuda, test/inductor/test_torchinductor.py::GPUTests::test_any_cuda, test/inductor/test_torchinductor.py::GPUTests::test_aoti_eager_cache_hit_cuda, test/inductor/test_torchinductor.py::GPUTests::test_aoti_eager_dtype_device_layout_cuda, test/inductor/test_torchinductor.py::GPUTests::test_aoti_eager_override_registration_cuda, test/inductor/test_torchinductor.py::GPUTests::test_aoti_eager_support_out_cuda, test/inductor/test_torchinductor.py::GPUTests::test_aoti_eager_support_str_cuda, test/inductor/test_torchinductor.py::GPUTests::test_aoti_eager_with_persistent_cache_cuda, test/inductor/test_torchinductor.py::GPUTests::test_aoti_eager_with_scalar_cuda, test/inductor/test_torchinductor.py::GPUTests::test_arange1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_arange2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_arange3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_arange4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_arange5_cuda, test/inductor/test_torchinductor.py::GPUTests::test_arange6_cuda, test/inductor/test_torchinductor.py::GPUTests::test_argmax_argmin1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_argmax_argmin2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_argmax_argmin3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_argmax_argmin_with_duplicates_cuda, test/inductor/test_torchinductor.py::GPUTests::test_argmax_argmin_with_nan_cuda, test/inductor/test_torchinductor.py::GPUTests::test_argmax_min_int32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_argmax_to_float_cuda, test/inductor/test_torchinductor.py::GPUTests::test_as_strided_cuda, test/inductor/test_torchinductor.py::GPUTests::test_as_strided_scatter_cuda, test/inductor/test_torchinductor.py::GPUTests::test_assert_alignment_op_name_fail_cuda, test/inductor/test_torchinductor.py::GPUTests::test_assert_alignment_op_name_pass_cuda, test/inductor/test_torchinductor.py::GPUTests::test_assert_size_stride_op_name_fail_cuda, test/inductor/test_torchinductor.py::GPUTests::test_assert_size_stride_op_name_pass_cuda, test/inductor/test_torchinductor.py::GPUTests::test_avg_pool2d1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_avg_pool2d2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_avg_pool2d3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_avg_pool2d4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_avg_pool2d5_cuda, test/inductor/test_torchinductor.py::GPUTests::test_avg_pool2d6_cuda, test/inductor/test_torchinductor.py::GPUTests::test_avg_pool2d7_cuda, test/inductor/test_torchinductor.py::GPUTests::test_avg_pool2d8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_avg_pool2d_backward2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_avg_pool2d_backward3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_avg_pool2d_backward4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_avg_pool2d_backward_cuda, test/inductor/test_torchinductor.py::GPUTests::test_avg_pool3d_backward2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_avg_pool3d_backward3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_avg_pool3d_backward4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_avg_pool3d_backward_cuda, test/inductor/test_torchinductor.py::GPUTests::test_avg_pool_errors_with_uint_cuda, test/inductor/test_torchinductor.py::GPUTests::test_baddbmm_cuda, test/inductor/test_torchinductor.py::GPUTests::test_batch_norm_2d_2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_batch_norm_2d_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bernoulli1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bernoulli2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bfloat16_to_int16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bitwise2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bitwise3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bitwise_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bmm1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bmm2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bool_cuda, test/inductor/test_torchinductor.py::GPUTests::test_both_scalars_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_add_autotune_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_broadcast_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_computed_offsets_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_default_kwargs_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_int16_int16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_int16_int32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_int16_int64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_int16_int8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_int16_uint8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_int32_int16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_int32_int32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_int32_int64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_int32_int8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_int32_uint8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_int64_int16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_int64_int32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_int64_int64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_int64_int8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_int64_uint8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_int8_int16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_int8_int32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_int8_int64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_int8_int8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_int8_uint8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_uint8_int16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_uint8_int32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_uint8_int64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_uint8_int8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_uint8_uint8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_nd_tiling_False_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_nd_tiling_True_cuda, test/inductor/test_torchinductor.py::GPUTests::test_buffer_batch_norm_cuda, test/inductor/test_torchinductor.py::GPUTests::test_buffer_copied_in_graph_cuda, test/inductor/test_torchinductor.py::GPUTests::test_buffer_copied_in_graph_with_different_shapes_cuda, test/inductor/test_torchinductor.py::GPUTests::test_buffer_use_after_remove_cuda, test/inductor/test_torchinductor.py::GPUTests::test_builtins_round_cuda, test/inductor/test_torchinductor.py::GPUTests::test_builtins_round_float_ndigits_neg_cuda, test/inductor/test_torchinductor.py::GPUTests::test_builtins_round_float_ndigits_pos_cuda, test/inductor/test_torchinductor.py::GPUTests::test_builtins_round_float_ndigits_zero_cuda, test/inductor/test_torchinductor.py::GPUTests::test_builtins_round_int_ndigits_pos_cuda, test/inductor/test_torchinductor.py::GPUTests::test_builtins_round_int_ndigits_zero_cuda, test/inductor/test_torchinductor.py::GPUTests::test_cat_cuda, test/inductor/test_torchinductor.py::GPUTests::test_cat_empty_cuda, test/inductor/test_torchinductor.py::GPUTests::test_cat_empty_index_cuda, test/inductor/test_torchinductor.py::GPUTests::test_cat_extern_kernel_cuda, test/inductor/test_torchinductor.py::GPUTests::test_cat_inplace_cuda, test/inductor/test_torchinductor.py::GPUTests::test_cat_negative_dim_cuda, test/inductor/test_torchinductor.py::GPUTests::test_cat_of_loops_and_extern_kernel_cuda, test/inductor/test_torchinductor.py::GPUTests::test_cat_single_empty_cuda, test/inductor/test_torchinductor.py::GPUTests::test_cat_uint8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_cat_unbacked_2d_cuda, test/inductor/test_torchinductor.py::GPUTests::test_cat_unbacked_empty_1d_cuda, test/inductor/test_torchinductor.py::GPUTests::test_cat_unbacked_legacy_empty_cuda, test/inductor/test_torchinductor.py::GPUTests::test_cat_upcasting_cuda, test/inductor/test_torchinductor.py::GPUTests::test_cauchy_cuda, test/inductor/test_torchinductor.py::GPUTests::test_check_stack_no_cycles_cuda, test/inductor/test_torchinductor.py::GPUTests::test_chunk_recompiles_cuda, test/inductor/test_torchinductor.py::GPUTests::test_clamp_cuda, test/inductor/test_torchinductor.py::GPUTests::test_clamp_type_promotion_cuda, test/inductor/test_torchinductor.py::GPUTests::test_clamp_type_promotion_non_tensor_cuda, test/inductor/test_torchinductor.py::GPUTests::test_clone_cuda, test/inductor/test_torchinductor.py::GPUTests::test_compar_cuda, test/inductor/test_torchinductor.py::GPUTests::test_complex_fallback_cuda, test/inductor/test_torchinductor.py::GPUTests::test_complex_from_real_imag_cuda, test/inductor/test_torchinductor.py::GPUTests::test_complex_memory_overlap_cuda, test/inductor/test_torchinductor.py::GPUTests::test_computed_buffer_inlining_cuda, test/inductor/test_torchinductor.py::GPUTests::test_concat_add_inplace_cuda, test/inductor/test_torchinductor.py::GPUTests::test_config_option_dont_assume_alignment_cuda, test/inductor/test_torchinductor.py::GPUTests::test_config_option_dont_assume_alignment_cudagraphs_cuda, test/inductor/test_torchinductor.py::GPUTests::test_config_option_dont_assume_alignment_recompiles_cuda, test/inductor/test_torchinductor.py::GPUTests::test_consecutive_split_cumprod_cuda, test/inductor/test_torchinductor.py::GPUTests::test_consecutive_split_cumsum_cuda, test/inductor/test_torchinductor.py::GPUTests::test_const_int32_to_float_cuda, test/inductor/test_torchinductor.py::GPUTests::test_constant_pad_1d_cuda, test/inductor/test_torchinductor.py::GPUTests::test_constant_pad_2d_cuda, test/inductor/test_torchinductor.py::GPUTests::test_constant_pad_2d_strides_nonpositive_cuda, test/inductor/test_torchinductor.py::GPUTests::test_constant_pad_3d_cuda, test/inductor/test_torchinductor.py::GPUTests::test_constant_pad_fill_dtype_cuda, test/inductor/test_torchinductor.py::GPUTests::test_constant_pad_float64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_constant_pad_nd_inplace_cuda, test/inductor/test_torchinductor.py::GPUTests::test_conv2d_backward_channels_last_cuda, test/inductor/test_torchinductor.py::GPUTests::test_conv2d_channels_last_cuda, test/inductor/test_torchinductor.py::GPUTests::test_conv3d_channels_last_use_block_ptr_False_cuda, test/inductor/test_torchinductor.py::GPUTests::test_conv3d_channels_last_use_block_ptr_True_cuda, test/inductor/test_torchinductor.py::GPUTests::test_conv3d_cuda, test/inductor/test_torchinductor.py::GPUTests::test_conv_backward_cuda, test/inductor/test_torchinductor.py::GPUTests::test_conv_bn_fuse_cuda, test/inductor/test_torchinductor.py::GPUTests::test_conv_functional_bn_fuse_cuda, test/inductor/test_torchinductor.py::GPUTests::test_conv_inference_heuristics_cuda, test/inductor/test_torchinductor.py::GPUTests::test_conv_shape_check_cuda, test/inductor/test_torchinductor.py::GPUTests::test_conv_with_as_strided_cuda, test/inductor/test_torchinductor.py::GPUTests::test_convolution1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_convolution2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_convolution3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_convolution4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_convolution5_cuda, test/inductor/test_torchinductor.py::GPUTests::test_copy_non_blocking_is_pinned_use_cat_False_cuda, test/inductor/test_torchinductor.py::GPUTests::test_copy_non_blocking_is_pinned_use_cat_True_cuda, test/inductor/test_torchinductor.py::GPUTests::test_cos_cuda, test/inductor/test_torchinductor.py::GPUTests::test_cudnn_rnn_cuda, test/inductor/test_torchinductor.py::GPUTests::test_cummin_cuda, test/inductor/test_torchinductor.py::GPUTests::test_cumprod_zero_dim_cuda, test/inductor/test_torchinductor.py::GPUTests::test_cumsum_cuda, test/inductor/test_torchinductor.py::GPUTests::test_cumsum_inf_cuda, test/inductor/test_torchinductor.py::GPUTests::test_cumsum_no_mask_cuda, test/inductor/test_torchinductor.py::GPUTests::test_cumsum_pattern_matcher_issue_cuda, test/inductor/test_torchinductor.py::GPUTests::test_cumsum_zero_dim_cuda, test/inductor/test_torchinductor.py::GPUTests::test_custom_op_1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_custom_op_2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_custom_op_3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_custom_op_default_layout_constraint_cuda, test/inductor/test_torchinductor.py::GPUTests::test_custom_op_fixed_layout_channels_last_cuda, test/inductor/test_torchinductor.py::GPUTests::test_custom_op_fixed_layout_sequential_cuda, test/inductor/test_torchinductor.py::GPUTests::test_custom_op_unbacked_symints_cuda, test/inductor/test_torchinductor.py::GPUTests::test_custom_scan_op_compiled_cuda, test/inductor/test_torchinductor.py::GPUTests::test_custom_scan_op_cuda, test/inductor/test_torchinductor.py::GPUTests::test_custom_scan_op_multi_input_cuda, test/inductor/test_torchinductor.py::GPUTests::test_custom_scan_would_split_cuda, test/inductor/test_torchinductor.py::GPUTests::test_data_type_propogation_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dense_mask_index_cuda, test/inductor/test_torchinductor.py::GPUTests::test_deterministic_codegen_cuda, test/inductor/test_torchinductor.py::GPUTests::test_deterministic_codegen_on_graph_break_cuda, test/inductor/test_torchinductor.py::GPUTests::test_deterministic_codegen_with_suffix_cuda, test/inductor/test_torchinductor.py::GPUTests::test_device_assert_cuda, test/inductor/test_torchinductor.py::GPUTests::test_diagonal_copy_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dist_bf16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dist_cuda, test/inductor/test_torchinductor.py::GPUTests::test_div1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_div2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_div3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_div4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_div5_cuda, test/inductor/test_torchinductor.py::GPUTests::test_div6_cuda, test/inductor/test_torchinductor.py::GPUTests::test_div7_cuda, test/inductor/test_torchinductor.py::GPUTests::test_div8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_div9_cuda, test/inductor/test_torchinductor.py::GPUTests::test_div_by_zero_cuda, test/inductor/test_torchinductor.py::GPUTests::test_div_precision_cuda, test/inductor/test_torchinductor.py::GPUTests::test_div_presicion_accuracy_cuda, test/inductor/test_torchinductor.py::GPUTests::test_div_prim_cuda, test/inductor/test_torchinductor.py::GPUTests::test_div_softmax_symfloat_cuda, test/inductor/test_torchinductor.py::GPUTests::test_div_zero_dim_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dont_constant_fold_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dropout2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dropout3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dropout_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dropout_deterministic_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dropout_trivial_0_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dropout_trivial_1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtype_mismatch_issue_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtype_sympy_expr_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_bfloat16_bfloat16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_bfloat16_float16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_bfloat16_float32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_bfloat16_float64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_bfloat16_int16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_bfloat16_int32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_bfloat16_int64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_bfloat16_int8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_bfloat16_uint8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float16_bfloat16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float16_float16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float16_float32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float16_float64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float16_int16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float16_int32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float16_int64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float16_int8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float16_uint8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float32_bfloat16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float32_float16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float32_float32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float32_float64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float32_int16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float32_int32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float32_int64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float32_int8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float32_uint8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float64_bfloat16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float64_float16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float64_float32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float64_float64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float64_int16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float64_int32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float64_int64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float64_int8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_float64_uint8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_fusion_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int16_bfloat16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int16_float16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int16_float32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int16_float64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int16_int16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int16_int32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int16_int64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int16_int8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int16_uint8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int32_bfloat16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int32_float16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int32_float32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int32_float64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int32_int16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int32_int32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int32_int64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int32_int8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int32_uint8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int64_bfloat16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int64_float16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int64_float32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int64_float64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int64_int16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int64_int32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int64_int64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int64_int8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int64_uint8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int8_bfloat16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int8_float16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int8_float32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int8_float64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int8_int16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int8_int32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int8_int64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int8_int8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_int8_uint8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_uint8_bfloat16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_uint8_float16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_uint8_float32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_uint8_float64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_uint8_int16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_uint8_int32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_uint8_int64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_uint8_int8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_dtypeview_uint8_uint8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_elu_cuda, test/inductor/test_torchinductor.py::GPUTests::test_embedding_bag_byte_unpack_cuda, test/inductor/test_torchinductor.py::GPUTests::test_embedding_bag_cuda, test/inductor/test_torchinductor.py::GPUTests::test_embedding_cuda, test/inductor/test_torchinductor.py::GPUTests::test_embedding_sparse_cuda, test/inductor/test_torchinductor.py::GPUTests::test_empty1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_empty2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_empty_strided_cuda, test/inductor/test_torchinductor.py::GPUTests::test_erfc_cuda, test/inductor/test_torchinductor.py::GPUTests::test_erfinv_cuda, test/inductor/test_torchinductor.py::GPUTests::test_exact_stride_cuda, test/inductor/test_torchinductor.py::GPUTests::test_exp2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_exp_cuda, test/inductor/test_torchinductor.py::GPUTests::test_expand_as_cuda, test/inductor/test_torchinductor.py::GPUTests::test_expand_cuda, test/inductor/test_torchinductor.py::GPUTests::test_expanded_reduction_cuda, test/inductor/test_torchinductor.py::GPUTests::test_expm1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_fallback_mutable_op_basic_cuda, test/inductor/test_torchinductor.py::GPUTests::test_fallback_mutable_op_list_cuda, test/inductor/test_torchinductor.py::GPUTests::test_fallback_mutable_op_list_tensor_cuda, test/inductor/test_torchinductor.py::GPUTests::test_fallback_mutable_op_no_mutated_tensors_cuda, test/inductor/test_torchinductor.py::GPUTests::test_fallback_mutable_op_with_return_cuda, test/inductor/test_torchinductor.py::GPUTests::test_fft_real_input_cuda, test/inductor/test_torchinductor.py::GPUTests::test_fft_real_input_real_output_cuda, test/inductor/test_torchinductor.py::GPUTests::test_fill1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_fill2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_flip_cat_cuda, test/inductor/test_torchinductor.py::GPUTests::test_flip_cuda, test/inductor/test_torchinductor.py::GPUTests::test_float16_to_int16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_float32_to_int32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_float_index_expression_cuda, test/inductor/test_torchinductor.py::GPUTests::test_float_index_expression_type_promotion_cuda, test/inductor/test_torchinductor.py::GPUTests::test_float_repr_dynamic_shapes_cuda, test/inductor/test_torchinductor.py::GPUTests::test_floordiv_cuda, test/inductor/test_torchinductor.py::GPUTests::test_fmin_fmax_cuda, test/inductor/test_torchinductor.py::GPUTests::test_fmod_cuda, test/inductor/test_torchinductor.py::GPUTests::test_fmod_zero_dim_cuda, test/inductor/test_torchinductor.py::GPUTests::test_forced_buffer_realize_cuda, test/inductor/test_torchinductor.py::GPUTests::test_fractional_max_pool2d1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_fractional_max_pool2d2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_fractional_max_pool2d3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_fractional_max_pool2d4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_fractional_max_pool2d5_cuda, test/inductor/test_torchinductor.py::GPUTests::test_full_boolean_cuda, test/inductor/test_torchinductor.py::GPUTests::test_full_like_cuda, test/inductor/test_torchinductor.py::GPUTests::test_full_like_sliced_cuda, test/inductor/test_torchinductor.py::GPUTests::test_full_like_transposed_cuda, test/inductor/test_torchinductor.py::GPUTests::test_full_truncation_cuda, test/inductor/test_torchinductor.py::GPUTests::test_functionalize_rng_wrappers_cuda, test/inductor/test_torchinductor.py::GPUTests::test_fuse_large_params_cuda, test/inductor/test_torchinductor.py::GPUTests::test_fuse_tiled_cuda, test/inductor/test_torchinductor.py::GPUTests::test_fusing_write_into_disjoint_read_cuda, test/inductor/test_torchinductor.py::GPUTests::test_gather1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_gather2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_gather3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_gather_scatter_cuda, test/inductor/test_torchinductor.py::GPUTests::test_gelu_cuda, test/inductor/test_torchinductor.py::GPUTests::test_generate_rand_fp8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_generated_code_has_alignment_assert_cuda, test/inductor/test_torchinductor.py::GPUTests::test_generated_code_has_size_stride_assert_cuda, test/inductor/test_torchinductor.py::GPUTests::test_getitem_cuda, test/inductor/test_torchinductor.py::GPUTests::test_glu_cuda, test/inductor/test_torchinductor.py::GPUTests::test_graph_partition_arange1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_graph_partition_arange2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_graph_partition_argmax_cuda, test/inductor/test_torchinductor.py::GPUTests::test_graph_partition_both_scalars_cuda, test/inductor/test_torchinductor.py::GPUTests::test_graph_partition_constant_tensor1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_graph_partition_constant_tensor2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_graph_partition_misaligned_input_cuda, test/inductor/test_torchinductor.py::GPUTests::test_graph_partition_mutation_real_name_cuda, test/inductor/test_torchinductor.py::GPUTests::test_graph_partition_no_inputs_cuda, test/inductor/test_torchinductor.py::GPUTests::test_graph_partition_pad_dynamic_cuda, test/inductor/test_torchinductor.py::GPUTests::test_graph_partition_refcount_cuda, test/inductor/test_torchinductor.py::GPUTests::test_graph_partition_scalar_inputs_cuda, test/inductor/test_torchinductor.py::GPUTests::test_graph_partition_unbacked_symint_as_output_cuda, test/inductor/test_torchinductor.py::GPUTests::test_grid_sampler_2d_cuda, test/inductor/test_torchinductor.py::GPUTests::test_hardsigmoid_cuda, test/inductor/test_torchinductor.py::GPUTests::test_hardswish_cuda, test/inductor/test_torchinductor.py::GPUTests::test_hardtanh_cuda, test/inductor/test_torchinductor.py::GPUTests::test_horizonal_fusion1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_horizonal_fusion2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_dynamic_shapes_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_propagation_abs_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_propagation_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_propagation_device_assert_masked_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_propagation_flip_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_propagation_floordiv_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_propagation_nested_indirect_indexing_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_propagation_remainder_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_put1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_put2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_put3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_put4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_put_as_masked_fill_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_put_deterministic_fallback_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_put_failed_reinplace_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_put_fallback1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_put_fallback2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_put_index_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_put_reinplace_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_remainder_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_select_cuda, test/inductor/test_torchinductor.py::GPUTests::test_index_tensor_cuda, test/inductor/test_torchinductor.py::GPUTests::test_indirect_load_broadcast_cuda, test/inductor/test_torchinductor.py::GPUTests::test_inductor_assert_cuda, test/inductor/test_torchinductor.py::GPUTests::test_inductor_layout_optimization_input_mutations_cuda, test/inductor/test_torchinductor.py::GPUTests::test_inductor_multiple_specializations_cuda, test/inductor/test_torchinductor.py::GPUTests::test_inductor_triton_bucketize_respects_masking_cuda, test/inductor/test_torchinductor.py::GPUTests::test_inf_cuda, test/inductor/test_torchinductor.py::GPUTests::test_inner_fn_str_and_stride_cuda, test/inductor/test_torchinductor.py::GPUTests::test_inplace_activations_cuda, test/inductor/test_torchinductor.py::GPUTests::test_inplace_add_cuda, test/inductor/test_torchinductor.py::GPUTests::test_inplace_mixed_dtype_ops_cuda, test/inductor/test_torchinductor.py::GPUTests::test_inplace_resize_as_cuda, test/inductor/test_torchinductor.py::GPUTests::test_inplace_where_pointwise_cuda, test/inductor/test_torchinductor.py::GPUTests::test_input_mutation1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_input_mutation2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_input_mutation3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_input_mutation4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_input_mutation5_cuda, test/inductor/test_torchinductor.py::GPUTests::test_insignificant_strides_cuda, test/inductor/test_torchinductor.py::GPUTests::test_int8_weight_only_quant_cuda, test/inductor/test_torchinductor.py::GPUTests::test_int_input_dynamic_shapes_cuda, test/inductor/test_torchinductor.py::GPUTests::test_invalid_operand_issue1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_isin_tensor_scalar_cuda, test/inductor/test_torchinductor.py::GPUTests::test_isinf2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_isinf_cuda, test/inductor/test_torchinductor.py::GPUTests::test_issue102546_cuda, test/inductor/test_torchinductor.py::GPUTests::test_kernel_names_cuda, test/inductor/test_torchinductor.py::GPUTests::test_kwargs_cuda, test/inductor/test_torchinductor.py::GPUTests::test_l1_loss_cuda, test/inductor/test_torchinductor.py::GPUTests::test_large_block_sizes_cuda, test/inductor/test_torchinductor.py::GPUTests::test_large_broadcast_reduction_cuda, test/inductor/test_torchinductor.py::GPUTests::test_large_grid_use_block_ptr_False_cuda, test/inductor/test_torchinductor.py::GPUTests::test_large_grid_use_block_ptr_True_cuda, test/inductor/test_torchinductor.py::GPUTests::test_large_offset_pointwise_cuda, test/inductor/test_torchinductor.py::GPUTests::test_large_pointwise_cuda, test/inductor/test_torchinductor.py::GPUTests::test_large_strided_reduction_cuda, test/inductor/test_torchinductor.py::GPUTests::test_large_tensor_reduction_cuda, test/inductor/test_torchinductor.py::GPUTests::test_layer_norm_cuda, test/inductor/test_torchinductor.py::GPUTests::test_leaky_relu_cuda, test/inductor/test_torchinductor.py::GPUTests::test_lerp_cuda, test/inductor/test_torchinductor.py::GPUTests::test_lgamma_cuda, test/inductor/test_torchinductor.py::GPUTests::test_like_channels_last_cuda, test/inductor/test_torchinductor.py::GPUTests::test_like_rands2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_like_rands3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_like_rands_cuda, test/inductor/test_torchinductor.py::GPUTests::test_like_rands_sliced_cuda, test/inductor/test_torchinductor.py::GPUTests::test_linear1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_linear2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_linear_dynamic_maxautotune_cuda, test/inductor/test_torchinductor.py::GPUTests::test_linear_float64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_linear_mixed_dtype_cuda, test/inductor/test_torchinductor.py::GPUTests::test_linspace1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_linspace2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_linspace3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_linspace4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_list_clearing_cuda, test/inductor/test_torchinductor.py::GPUTests::test_log1p_cuda, test/inductor/test_torchinductor.py::GPUTests::test_log2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_log_fp64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_log_softmax_cuda, test/inductor/test_torchinductor.py::GPUTests::test_logaddexp_cuda, test/inductor/test_torchinductor.py::GPUTests::test_logcumsumexp_cuda, test/inductor/test_torchinductor.py::GPUTests::test_logcumsumexp_zero_dim_cuda, test/inductor/test_torchinductor.py::GPUTests::test_logsumexp_cuda, test/inductor/test_torchinductor.py::GPUTests::test_long_tensor_cuda, test/inductor/test_torchinductor.py::GPUTests::test_low_memory_max_pool_dilation_1_dim_2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_low_memory_max_pool_dilation_1_dim_3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_low_memory_max_pool_dilation_2_dim_2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_low_memory_max_pool_dilation_2_dim_3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_mark_dynamic_with_hint_override_cuda, test/inductor/test_torchinductor.py::GPUTests::test_masked_fill_cuda, test/inductor/test_torchinductor.py::GPUTests::test_masked_fill_promotion_cuda, test/inductor/test_torchinductor.py::GPUTests::test_masked_scatter_cuda, test/inductor/test_torchinductor.py::GPUTests::test_matmul_layer_norm_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_min_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d5_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d6_dilation_1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d6_dilation_2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d7_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d_with_indices_backward2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d_with_indices_backward3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d_with_indices_backward4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d_with_indices_backward5_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d_with_indices_backward6_cuda, test/inductor/test_torchinductor.py::GPUTests::test_max_pool2d_with_indices_backward_cuda, test/inductor/test_torchinductor.py::GPUTests::test_mean_cuda, test/inductor/test_torchinductor.py::GPUTests::test_min_max_reduction_cuda, test/inductor/test_torchinductor.py::GPUTests::test_min_max_reduction_nan_cuda, test/inductor/test_torchinductor.py::GPUTests::test_misaligned_address_issue1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_mix_device_index_cuda, test/inductor/test_torchinductor.py::GPUTests::test_mixed_mm2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_mixed_mm3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_mixed_mm_cuda, test/inductor/test_torchinductor.py::GPUTests::test_mm_mixed_dtype_cuda, test/inductor/test_torchinductor.py::GPUTests::test_mm_views_cuda, test/inductor/test_torchinductor.py::GPUTests::test_move_arange_cuda, test/inductor/test_torchinductor.py::GPUTests::test_mul_index_expr_cuda, test/inductor/test_torchinductor.py::GPUTests::test_mul_softmax_symfloat_cuda, test/inductor/test_torchinductor.py::GPUTests::test_multi_device_cuda, test/inductor/test_torchinductor.py::GPUTests::test_multi_gpu_device_cuda, test/inductor/test_torchinductor.py::GPUTests::test_multi_gpu_recompile_on_index_cuda, test/inductor/test_torchinductor.py::GPUTests::test_multi_threading_cuda, test/inductor/test_torchinductor.py::GPUTests::test_multilayer_any_cuda, test/inductor/test_torchinductor.py::GPUTests::test_multilayer_prime_size_cuda, test/inductor/test_torchinductor.py::GPUTests::test_multilayer_sum_low_prec_cuda, test/inductor/test_torchinductor.py::GPUTests::test_multilayer_var_cuda, test/inductor/test_torchinductor.py::GPUTests::test_multilayer_var_lowp_cuda, test/inductor/test_torchinductor.py::GPUTests::test_mutable_custom_op_fixed_layout2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_mutable_custom_op_fixed_layout_cuda, test/inductor/test_torchinductor.py::GPUTests::test_mutations_loop_fusion_cuda, test/inductor/test_torchinductor.py::GPUTests::test_nan_sort_stable_False_descending_False_cuda, test/inductor/test_torchinductor.py::GPUTests::test_nan_sort_stable_False_descending_True_cuda, test/inductor/test_torchinductor.py::GPUTests::test_nan_sort_stable_True_descending_False_cuda, test/inductor/test_torchinductor.py::GPUTests::test_nan_sort_stable_True_descending_True_cuda, test/inductor/test_torchinductor.py::GPUTests::test_nan_to_num_cuda, test/inductor/test_torchinductor.py::GPUTests::test_narrow_cuda, test/inductor/test_torchinductor.py::GPUTests::test_needs_contiguous_strides_cuda, test/inductor/test_torchinductor.py::GPUTests::test_neg_index_cuda, test/inductor/test_torchinductor.py::GPUTests::test_neg_max_uint8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_new_empty_cuda, test/inductor/test_torchinductor.py::GPUTests::test_new_empty_strided_cuda, test/inductor/test_torchinductor.py::GPUTests::test_new_ones_cuda, test/inductor/test_torchinductor.py::GPUTests::test_nll_loss_backward_cuda, test/inductor/test_torchinductor.py::GPUTests::test_nll_loss_forward_cuda, test/inductor/test_torchinductor.py::GPUTests::test_no_mega_fusion_during_lowering_cuda, test/inductor/test_torchinductor.py::GPUTests::test_no_op_reduction_cuda, test/inductor/test_torchinductor.py::GPUTests::test_no_specization_over_symbolic_value_cuda, test/inductor/test_torchinductor.py::GPUTests::test_nonzero_unbacked_refinement_cuda, test/inductor/test_torchinductor.py::GPUTests::test_norm_constant_overflow_cuda, test/inductor/test_torchinductor.py::GPUTests::test_one_hot_cuda, test/inductor/test_torchinductor.py::GPUTests::test_output_strides_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pad_cast_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pad_single_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pad_view_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pattern_matcher_multi_user_cuda, test/inductor/test_torchinductor.py::GPUTests::test_permute1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_permute2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_philox_rand_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pixel_shuffle_channels_last_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_airy_ai_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_bessel_j0_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_bessel_j1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_bessel_y0_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_bessel_y1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_chebyshev_polynomial_t_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_chebyshev_polynomial_u_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_chebyshev_polynomial_v_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_chebyshev_polynomial_w_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_digamma_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_entr_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_erf_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_erfc_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_erfcx_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_erfinv_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_exp2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_expit_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_expm1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_gammainc_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_gammaincc_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_gammaln_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_hermite_polynomial_h_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_hermite_polynomial_he_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_i0_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_i0e_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_i1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_i1e_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_laguerre_polynomial_l_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_legendre_polynomial_p_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_log1p_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_log_ndtr_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_logit_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_modified_bessel_i0_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_modified_bessel_i1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_modified_bessel_k0_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_modified_bessel_k1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_multigammaln_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_ndtr_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_ndtri_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_polygamma_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_psi_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_round_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_scaled_modified_bessel_k0_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_scaled_modified_bessel_k1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_shifted_chebyshev_polynomial_t_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_shifted_chebyshev_polynomial_u_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_shifted_chebyshev_polynomial_v_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_shifted_chebyshev_polynomial_w_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_sinc_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_spherical_bessel_j0_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_xlog1py_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_xlogy_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_zeta_cuda, test/inductor/test_torchinductor.py::GPUTests::test_polar_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pow1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pow2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pow3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pow_by_natural_log2_dynamic_shapes_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pow_int_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pow_symfloat_cuda, test/inductor/test_torchinductor.py::GPUTests::test_prepare_softmax_with_fast_math_cuda, test/inductor/test_torchinductor.py::GPUTests::test_prod_cuda, test/inductor/test_torchinductor.py::GPUTests::test_profiler_mark_wrapper_call_cuda, test/inductor/test_torchinductor.py::GPUTests::test_rand_like_deterministic_cuda, test/inductor/test_torchinductor.py::GPUTests::test_randint_cuda, test/inductor/test_torchinductor.py::GPUTests::test_randint_distribution_cuda, test/inductor/test_torchinductor.py::GPUTests::test_randint_int64_mod_cuda, test/inductor/test_torchinductor.py::GPUTests::test_randint_kernel_count_cuda, test/inductor/test_torchinductor.py::GPUTests::test_randn_generator_cuda, test/inductor/test_torchinductor.py::GPUTests::test_randn_like_empty_cuda, test/inductor/test_torchinductor.py::GPUTests::test_randn_with_dtype_and_device_cuda, test/inductor/test_torchinductor.py::GPUTests::test_reduction1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_reduction2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_reduction3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_reduction4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_reduction5_cuda, test/inductor/test_torchinductor.py::GPUTests::test_reduction_config_limit_cuda, test/inductor/test_torchinductor.py::GPUTests::test_reflection_pad2d_backward_cuda, test/inductor/test_torchinductor.py::GPUTests::test_reflection_pad2d_cuda, test/inductor/test_torchinductor.py::GPUTests::test_reinterpret_dtypeview_cuda, test/inductor/test_torchinductor.py::GPUTests::test_relu_cuda, test/inductor/test_torchinductor.py::GPUTests::test_remainder_cuda, test/inductor/test_torchinductor.py::GPUTests::test_remove_no_ops_cuda, test/inductor/test_torchinductor.py::GPUTests::test_remove_noop_clone_cuda, test/inductor/test_torchinductor.py::GPUTests::test_remove_noop_copy_cuda, test/inductor/test_torchinductor.py::GPUTests::test_remove_noop_slice1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_remove_noop_slice_cuda, test/inductor/test_torchinductor.py::GPUTests::test_remove_noop_slice_scatter_cuda, test/inductor/test_torchinductor.py::GPUTests::test_remove_noop_view_default_cuda, test/inductor/test_torchinductor.py::GPUTests::test_remove_noop_view_dtype_cuda, test/inductor/test_torchinductor.py::GPUTests::test_repeat_as_strided_cuda, test/inductor/test_torchinductor.py::GPUTests::test_repeat_cuda, test/inductor/test_torchinductor.py::GPUTests::test_repeat_interleave_2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_repeat_interleave_Tensor_decomp_int32_nd_1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_repeat_interleave_Tensor_decomp_int32_nd_2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_repeat_interleave_Tensor_decomp_int64_nd_1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_repeat_interleave_Tensor_decomp_int64_nd_2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_repeat_interleave_cuda, test/inductor/test_torchinductor.py::GPUTests::test_replication_pad_errors_with_bool_cuda, test/inductor/test_torchinductor.py::GPUTests::test_require_stride_expanded_cuda, test/inductor/test_torchinductor.py::GPUTests::test_resize_as_cuda, test/inductor/test_torchinductor.py::GPUTests::test_resize_cuda, test/inductor/test_torchinductor.py::GPUTests::test_reuse_buffers_with_aliasing_cuda, test/inductor/test_torchinductor.py::GPUTests::test_roi_align_cuda, test/inductor/test_torchinductor.py::GPUTests::test_roll_cuda, test/inductor/test_torchinductor.py::GPUTests::test_round_correctness_cuda, test/inductor/test_torchinductor.py::GPUTests::test_round_cuda, test/inductor/test_torchinductor.py::GPUTests::test_rsqrt_cuda, test/inductor/test_torchinductor.py::GPUTests::test_rsqrt_dynamic_shapes_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scalar_cpu_tensor_arg_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scalar_input_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scalar_output_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scaled_dot_product_attention_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scaled_dot_product_efficient_attention_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter5_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter6_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter_add1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter_add2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter_add3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter_bf16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter_reduce1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter_reduce2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter_reduce3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scheduler_vertical_fusion1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sdpa_prefer_nd_tiling_False_use_block_ptr_False_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sdpa_prefer_nd_tiling_False_use_block_ptr_True_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_False_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_True_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sdpa_unaligned_mask_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sdpa_unaligned_mask_freezing_cuda, test/inductor/test_torchinductor.py::GPUTests::test_searchsorted_broadcast_cuda, test/inductor/test_torchinductor.py::GPUTests::test_searchsorted_cuda, test/inductor/test_torchinductor.py::GPUTests::test_select_scatter_cuda, test/inductor/test_torchinductor.py::GPUTests::test_setitem_with_int_parameter_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sgn_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sgn_extremal_cuda, test/inductor/test_torchinductor.py::GPUTests::test_shape_padding_cuda, test/inductor/test_torchinductor.py::GPUTests::test_shape_prop_torch_ones_cuda, test/inductor/test_torchinductor.py::GPUTests::test_should_pad_bench_for_bmm_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sigmoid_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sign_dtype_cuda, test/inductor/test_torchinductor.py::GPUTests::test_signbit_cuda, test/inductor/test_torchinductor.py::GPUTests::test_silu_cuda, test/inductor/test_torchinductor.py::GPUTests::test_simplify_loops_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sin_cuda, test/inductor/test_torchinductor.py::GPUTests::test_single_elem_cuda, test/inductor/test_torchinductor.py::GPUTests::test_single_elem_indirect_cuda, test/inductor/test_torchinductor.py::GPUTests::test_size_asserts_for_multi_output_fallback_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sizehint_issue1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice_mutation1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice_mutation2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice_mutation3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice_scatter2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice_scatter3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice_scatter4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice_scatter5_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice_scatter_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice_scatter_reinplace_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice_view_with_graph_break_cuda, test/inductor/test_torchinductor.py::GPUTests::test_softmax_backward_data_cuda, test/inductor/test_torchinductor.py::GPUTests::test_softmax_cuda, test/inductor/test_torchinductor.py::GPUTests::test_softmax_one_kernel_loop_cuda, test/inductor/test_torchinductor.py::GPUTests::test_softmax_one_kernel_persist_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sort_bool_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sort_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sort_stable_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sort_transpose_cuda, test/inductor/test_torchinductor.py::GPUTests::test_special_polygamma_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_cumprod_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_cumprod_low_prec_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_cumsum_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_cumsum_index_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_cumsum_low_prec_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_failed_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_reduction_dynamic_shape_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_reduction_with_int64_size_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_with_integer_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_with_list_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_with_sizes_with_unbacked_symints_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_with_unbacked_symints_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sqrt_dynamic_shapes_cuda, test/inductor/test_torchinductor.py::GPUTests::test_squeeze1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_squeeze2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_squeeze_varargs_cuda, test/inductor/test_torchinductor.py::GPUTests::test_stack_cuda, test/inductor/test_torchinductor.py::GPUTests::test_std_cuda, test/inductor/test_torchinductor.py::GPUTests::test_stride_preservation_with_stride_modifying_fx_pass_cuda, test/inductor/test_torchinductor.py::GPUTests::test_strided_inputs_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sum1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sum2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sum3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sum4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sum5_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sum_dtype_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sum_int_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sum_keepdims_cuda, test/inductor/test_torchinductor.py::GPUTests::test_tan_cuda, test/inductor/test_torchinductor.py::GPUTests::test_tanh_cuda, test/inductor/test_torchinductor.py::GPUTests::test_tensor1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_tensor2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_tensor3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_tensor_index_put_slice_cuda, test/inductor/test_torchinductor.py::GPUTests::test_tensor_index_slice_cuda, test/inductor/test_torchinductor.py::GPUTests::test_tmp_not_defined_issue1_use_block_ptr_True_cuda, test/inductor/test_torchinductor.py::GPUTests::test_tmp_not_defined_issue2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_tmp_not_defined_issue3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_to_device_constant_cuda, test/inductor/test_torchinductor.py::GPUTests::test_to_device_cuda, test/inductor/test_torchinductor.py::GPUTests::test_to_dtype_cuda, test/inductor/test_torchinductor.py::GPUTests::test_to_memory_format_cuda, test/inductor/test_torchinductor.py::GPUTests::test_topk_cuda, test/inductor/test_torchinductor.py::GPUTests::test_transpose_add_cuda, test/inductor/test_torchinductor.py::GPUTests::test_transpose_cuda, test/inductor/test_torchinductor.py::GPUTests::test_transposed_propagates_cuda, test/inductor/test_torchinductor.py::GPUTests::test_triton_kernel_bool_param_cuda, test/inductor/test_torchinductor.py::GPUTests::test_triu_cuda, test/inductor/test_torchinductor.py::GPUTests::test_uint4x2_mixed_mm_cuda, test/inductor/test_torchinductor.py::GPUTests::test_uint_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unbacked_floordiv_simplify_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unbacked_floordiv_simplify_errors_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unbind_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unfold_zero_dimension_tensor_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unroll_small_reduction_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unspec_inputs_bfloat16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unspec_inputs_float16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unspec_inputs_float32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unspec_inputs_float64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unspec_inputs_int16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unspec_inputs_int32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unspec_inputs_int64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unspec_inputs_int8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unspec_inputs_uint8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unsqueeze_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unsqueeze_inplace_cuda, test/inductor/test_torchinductor.py::GPUTests::test_upsample_bicubic2d_cuda, test/inductor/test_torchinductor.py::GPUTests::test_upsample_bilinear2d_a_cuda, test/inductor/test_torchinductor.py::GPUTests::test_upsample_bilinear2d_b_cuda, test/inductor/test_torchinductor.py::GPUTests::test_upsample_cat_conv_cuda, test/inductor/test_torchinductor.py::GPUTests::test_upsample_nearest1d_cuda, test/inductor/test_torchinductor.py::GPUTests::test_upsample_nearest2d_backward_cuda, test/inductor/test_torchinductor.py::GPUTests::test_upsample_nearest2d_cuda, test/inductor/test_torchinductor.py::GPUTests::test_upsample_nearest3d_cuda, test/inductor/test_torchinductor.py::GPUTests::test_var_correction_cuda, test/inductor/test_torchinductor.py::GPUTests::test_var_mean_div_by_cuda, test/inductor/test_torchinductor.py::GPUTests::test_var_mean_tile_reduction_False_cuda, test/inductor/test_torchinductor.py::GPUTests::test_var_mean_tile_reduction_True_cuda, test/inductor/test_torchinductor.py::GPUTests::test_vdd_clamp_cuda, test/inductor/test_torchinductor.py::GPUTests::test_vectorized_ops_masked_cuda, test/inductor/test_torchinductor.py::GPUTests::test_vectorized_ops_masked_var_novec_cuda, test/inductor/test_torchinductor.py::GPUTests::test_vertical_fusion1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_view_as_complex_cuda, test/inductor/test_torchinductor.py::GPUTests::test_view_as_real_cuda, test/inductor/test_torchinductor.py::GPUTests::test_view_detach_cuda, test/inductor/test_torchinductor.py::GPUTests::test_view_on_aliased_cuda, test/inductor/test_torchinductor.py::GPUTests::test_view_uint8_through_differing_bitwidths_cuda, test/inductor/test_torchinductor.py::GPUTests::test_views1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_views2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_views3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_views4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_views5_cuda, test/inductor/test_torchinductor.py::GPUTests::test_views6_cuda, test/inductor/test_torchinductor.py::GPUTests::test_views7_cuda, test/inductor/test_torchinductor.py::GPUTests::test_weight_norm_bwd_cuda, test/inductor/test_torchinductor.py::GPUTests::test_where_broadcast_cuda, test/inductor/test_torchinductor.py::GPUTests::test_where_with_logical_op_cuda, test/inductor/test_torchinductor.py::GPUTests::test_xblock_divides_xnumel_cuda, test/inductor/test_torchinductor.py::GPUTests::test_zero_dim_reductions_cuda, test/inductor/test_torchinductor.py::GPUTests::test_zero_element_mutation_cuda, test/inductor/test_torchinductor.py::GPUTests::test_zeros_cuda, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_bandwidth_profiler, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_cant_optimize_compute, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_codegen_config_option_dont_assume_alignment, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_comment_graph_fragment, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_computed_indirect_mask, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_constant_folding_deallocation, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_ctr_not_moved_to_cuda_when_used_in_index_put, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_divisible_by_16_covers_numel_args, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_donated_buffer_inplace, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_donated_buffer_inplace_gpt, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_evict_last_non_coalesced_loads, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_evict_last_non_coalesced_loads_block_ptr, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_grouped_mm, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_has_constant_mask_block_multiple_False_ynumel_exceed_ygrid_size_False, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_has_constant_mask_block_multiple_True_ynumel_exceed_ygrid_size_False, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_has_constant_mask_block_multiple_True_ynumel_exceed_ygrid_size_True, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_indirect_device_assert, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_inductor_detach_view_backend_aot_eager, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_inductor_detach_view_backend_inductor, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_inductor_sequence_nr, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_kernel_names_descriptive, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_layer_norm_inplaces_after_matmul, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_non_blocking_copy_codegen, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_not_materialize_pointwise_reduction, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_numpy_autograd, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_numpy_on_gpu, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_optimize_compute, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_optimize_indexing_assert, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_optimize_indexing_dtype, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_optimize_indexing_dtype_with_constraint, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_red_followed_by_transposed_pointwise, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_respect_scaled_grouped_mm_layout_tag, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_sdpa_inference_mode_aot_compile, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_skip_l1_cache, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_split_op_with_sym, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_triton_attrs_dict_constexpr_signature, test/inductor/test_torchinductor.py::RNNTest::test_rnn_compile_safe, test/inductor/test_torchinductor.py::NanCheckerTest::test_nan_checker_fail, test/inductor/test_torchinductor.py::NanCheckerTest::test_nan_checker_pass 2025-08-26T20:31:35.9413221Z 2025-08-26T20:31:35.9413332Z Running inductor/test_torchinductor_opinfo 4/9 ... [2025-08-26 20:31:35.921417] 2025-08-26T20:31:35.9413526Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T20:31:35.9413942Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '--shard-id=4', '--num-shards=9', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 20:31:35.921618] 2025-08-26T20:40:26.1158028Z 2025-08-26T20:40:26.1158697Z inductor/test_torchinductor_opinfo 4/9 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_4.9_ff4b5a77d6b94f51_.log 2025-08-26T20:40:26.1228509Z Running 420 items in this shard: test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_H_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___getitem___cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___getitem___cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rand___cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rdiv___cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rdiv___cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rmul___cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rmul___cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___ror___cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___ror___cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___ror___cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rxor___cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rxor___cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__segment_reduce_lengths_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__unsafe_masked_index_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_abs_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_acos_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addbmm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addmm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addmv_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addr_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_alias_copy_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_all_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_all_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_amax_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_amin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_aminmax_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_any_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_arange_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argmax_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argmin_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argsort_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_copy_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_copy_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_partial_views_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_asin_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_asin_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_asin_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_asinh_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atan2_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atan2_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atan2_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atan_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atan_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_1d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bfloat16_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_and_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_left_shift_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_not_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_or_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_right_shift_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_block_diag_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_block_diag_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_broadcast_to_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_byte_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cat_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cauchy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cdouble_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cfloat_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_chalf_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_char_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_chunk_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_max_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_min_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_column_stack_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_constant_pad_nd_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_copysign_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_count_nonzero_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cross_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cross_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cummax_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cummin_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cummin_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cumprod_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cumsum_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_deg2rad_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diag_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diag_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diag_embed_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_copy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_copy_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_scatter_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diff_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diff_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diff_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_digamma_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_floor_rounding_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_floor_rounding_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_no_rounding_mode_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_no_rounding_mode_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_trunc_rounding_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dot_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_double_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_double_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_double_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_permuted_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_strided_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_strided_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_strided_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_eq_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_eq_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_equal_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_equal_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erfc_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erfinv_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expand_copy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expand_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fft2_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fft_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fftn_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfft_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfft_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifft2_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifft2_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifftshift_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfft_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfftn_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfft_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfftn_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfftn_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfftn_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fill_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flatten_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flatten_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flip_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fliplr_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_float_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_float_power_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_floor_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmin_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_full_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_full_like_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ge_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ge_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ge_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ge_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gradient_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gradient_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_grid_sampler_3d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hash_tensor_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hash_tensor_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_heaviside_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_histc_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hsplit_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hsplit_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hsplit_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hypot_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_i0_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_copy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_copy_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_put_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_mean_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_inner_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isclose_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isfinite_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isneginf_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isposinf_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isposinf_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isreal_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_binary_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_unary_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_kron_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_le_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lgamma_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_cond_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_diagonal_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_eig_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_eigh_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_eigvalsh_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_inv_ex_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_ldl_factor_ex_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_lstsq_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_norm_subgradients_at_zero_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_pinv_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_qr_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_svd_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_tensorinv_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_vander_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linspace_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linspace_tensor_overload_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logaddexp_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_not_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_not_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_xor_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logspace_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logspace_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_long_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lt_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lu_unpack_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mH_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_amax_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_argmax_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_argmin_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_fill_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_median_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_prod_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_prod_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_prod_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_scatter_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_std_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_std_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_var_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_var_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_matmul_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_binary_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_no_dim_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_no_dim_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_maximum_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_maximum_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_reduction_no_dim_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_reduction_with_dim_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mode_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mode_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_msort_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_msort_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_multinomial_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_5_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_5_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nan_to_num_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_narrow_copy_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_narrow_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_neg_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_neg_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_empty_strided_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_full_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_full_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_ones_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_avg_pool2d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_avg_pool3d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_max_pool2d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_batch_norm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_batch_norm_without_cudnn_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_binary_cross_entropy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_channel_shuffle_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv1d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv3d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv_transpose1d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv_transpose3d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cosine_similarity_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cross_entropy_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cross_entropy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_dropout_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_embedding_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_with_train_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_fractional_max_pool3d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_glu_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_group_norm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_hinge_embedding_loss_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_area_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_bilinear_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_nearest-exact_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_leaky_relu_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_linear_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_pool1d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_pool3d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool1d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_multilabel_soft_margin_loss_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_normalize_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_normalize_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_circular_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_constant_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_replicate_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pairwise_distance_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pdist_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_poisson_nll_loss_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_poisson_nll_loss_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_relu_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_silu_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softmin_with_dtype_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_threshold_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nonzero_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_fro_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_nuc_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_normal_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ones_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ones_like_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_outer_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_outer_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_0_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_0_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_1_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_4_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_4_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_put_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rad2deg_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ravel_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_real_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_real_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reciprocal_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reciprocal_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_remainder_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_renorm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_repeat_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_repeat_interleave_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize_as__cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_round_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rsqrt_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rsqrt_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rsqrt_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rsub_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_add_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_prod_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_select_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_select_scatter_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sgn_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sgn_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sigmoid_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_blackman_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signbit_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signbit_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sin_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinh_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinh_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinh_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_slice_scatter_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_j0_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_t_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_v_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_v_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_entr_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_entr_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_erfcx_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_hermite_polynomial_h_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_i1_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_i1_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_laguerre_polynomial_l_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_log_ndtr_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_i0_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_i1_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_scaled_modified_bessel_k0_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_u_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_v_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_w_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_spherical_bessel_j0_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_spherical_bessel_j0_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_xlog1py_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_zeta_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_list_args_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_list_args_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_with_sizes_copy_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_with_sizes_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sqrt_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_square_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_copy_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_std_mean_unbiased_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_std_unbiased_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sum_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_take_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tan_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tensor_split_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tile_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_topk_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_torch_ops_aten__flash_attention_forward_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_torch_ops_aten__safe_softmax_default_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trace_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trace_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_transpose_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trapz_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trapz_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tril_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_triu_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_triu_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trunc_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trunc_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unbind_copy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unbind_copy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unbind_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unbind_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unfold_copy_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unfold_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_uniform_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unique_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unique_cuda_uint32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_chunk_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_split_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsqueeze_copy_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_var_mean_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_as_complex_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_as_complex_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_as_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_as_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_copy_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_copy_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_vsplit_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_vstack_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_vstack_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zero__cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zero__cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zeros_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zeros_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zeros_like_cuda_int64 2025-08-26T20:40:26.1293921Z 2025-08-26T20:40:26.1294043Z Running inductor/test_torchinductor_dynamic_shapes 1/4 ... [2025-08-26 20:40:26.116388] 2025-08-26T20:40:26.1294234Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T20:40:26.1294640Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_torchinductor_dynamic_shapes.py', '--shard-id=1', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 20:40:26.116620] 2025-08-26T20:49:31.0668281Z 2025-08-26T20:49:31.0669256Z inductor/test_torchinductor_dynamic_shapes 1/4 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_dynamic_shapes_1.4_2d3cd02bca384b90_.log 2025-08-26T20:49:31.0743660Z Running 420 items in this shard: test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test__unsafe_masked_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_avg_pool1d_argmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_avg_pool2d_low_prec_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_avg_pool_with_output_size_0_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_pool_errors_with_long_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_complex4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_complex_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_const_float_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_const_int_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_addmm_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_angle_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_any_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_arange5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_arange6_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_argmax_argmin1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_argmax_argmin_with_nan_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d_backward2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool3d_backward4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_batch_norm_2d_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bitwise2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bmm2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int16_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int16_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int64_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int8_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int8_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int8_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int8_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_uint8_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_buffer_copied_in_graph_with_different_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_builtins_round_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_builtins_round_int_ndigits_pos_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_builtins_round_int_ndigits_zero_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_empty_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_negative_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_chunk_recompiles_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_complex_memory_overlap_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_constant_pad_fill_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_constant_pad_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_conv_bn_fuse_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_conv_shape_check_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_conv_with_as_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cudnn_rnn_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cummin_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_op_default_layout_constraint_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_scan_op_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dense_mask_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_deterministic_codegen_with_suffix_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_device_assert_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_diagonal_copy_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dist_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div7_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div9_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div_softmax_symfloat_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div_zero_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_bfloat16_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float32_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float64_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float64_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float64_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int16_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int16_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int16_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int16_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int32_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int64_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int64_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_uint8_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_uint8_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_exp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fallback_mutable_op_basic_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fallback_mutable_op_list_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_float32_to_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_float_index_expression_type_promotion_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fmin_fmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fmod_zero_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fractional_max_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fractional_max_pool2d2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_full_like_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_gather2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_gelu_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_graph_partition_constant_tensor1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_graph_partition_misaligned_input_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_graph_partition_no_inputs_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_graph_partition_unbacked_symint_as_output_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_hardsigmoid_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_horizonal_fusion2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_propagation_device_assert_masked_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_propagation_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_propagation_flip_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_propagation_nested_indirect_indexing_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_put_deterministic_fallback_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_put_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_remainder_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_select_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_tensor_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_input_mutation4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_int_input_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_invalid_operand_issue1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_issue102546_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_large_block_sizes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_large_offset_pointwise_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_layer_norm_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_leaky_relu_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_like_rands_sliced_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_linear_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_linspace1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_linspace2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_log_softmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_logsumexp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_low_memory_max_pool_dilation_2_dim_3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_masked_scatter_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d6_dilation_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d_with_indices_backward2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d_with_indices_backward3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d_with_indices_backward4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d_with_indices_backward6_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_min_max_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_misaligned_address_issue1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mixed_mm2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mixed_mm3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mm_mixed_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mul_softmax_symfloat_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_multi_gpu_device_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mutable_custom_op_fixed_layout_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_nan_sort_stable_False_descending_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_nan_sort_stable_True_descending_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_neg_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_nll_loss_forward_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pad_single_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pattern_matcher_multi_user_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_permute2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_bessel_j0_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_erfc_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_erfcx_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_erfinv_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_gammainc_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_hermite_polynomial_h_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_hermite_polynomial_he_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_laguerre_polynomial_l_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_legendre_polynomial_p_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_log1p_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_log_ndtr_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_logit_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_modified_bessel_i0_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_modified_bessel_i1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_multigammaln_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_ndtri_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_sinc_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_polar_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pow_int_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_rand_like_deterministic_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_randn_like_empty_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_randn_with_dtype_and_device_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_reduction4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_remainder_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_remove_no_ops_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_remove_noop_view_default_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_repeat_interleave_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_repeat_interleave_Tensor_decomp_int32_nd_1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_replication_pad_errors_with_bool_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_resize_as_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_reuse_buffers_with_aliasing_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_round_correctness_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_round_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scalar_output_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scaled_dot_product_attention_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scaled_dot_product_efficient_attention_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter_add2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter_reduce1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter_reduce3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_should_pad_bench_for_bmm_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sign_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sin_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_size_asserts_for_multi_output_fallback_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice_scatter3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice_scatter5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice_scatter_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_softmax_backward_data_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_squeeze_varargs_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_stack_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_std_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sum1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_tanh_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_tensor2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_transpose_add_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unbacked_floordiv_simplify_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unspec_inputs_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unspec_inputs_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unsqueeze_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unsqueeze_inplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_upsample_bilinear2d_a_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_upsample_cat_conv_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_upsample_nearest2d_backward_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_var_mean_tile_reduction_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_vdd_clamp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_vectorized_ops_masked_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_view_uint8_through_differing_bitwidths_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_views2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_xblock_divides_xnumel_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_zero_dim_reductions_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test__unsafe_masked_index_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_adaptive_avg_pool1d_argmax_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_adaptive_avg_pool2d1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_adaptive_avg_pool_errors_with_long_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_complex4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_complex_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_const_int_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_allow_reuse_active_if_under_peak_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_allow_reuse_disable_if_exceed_peak_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_angle_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_aoti_eager_support_out_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_aoti_eager_with_persistent_cache_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_arange3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_arange4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_arange5_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_argmax_argmin1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_argmax_min_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_assert_alignment_op_name_pass_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool2d6_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool2d_backward4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool3d_backward2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bitwise2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bool_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int16_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int16_int64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int16_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int64_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int64_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int8_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_uint8_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_buffer_copied_in_graph_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_buffer_copied_in_graph_with_different_shapes_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_negative_dim_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_unbacked_2d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_unbacked_legacy_empty_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cauchy_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_chunk_recompiles_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_constant_pad_2d_strides_nonpositive_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_conv_backward_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_convolution2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_convolution3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_convolution4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_copy_non_blocking_is_pinned_use_cat_True_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cummin_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cumprod_zero_dim_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cumsum_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cumsum_no_mask_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_op_unbacked_symints_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_scan_op_compiled_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_scan_would_split_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dist_bf16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_div1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_div5_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_div_prim_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_div_zero_dim_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dropout_trivial_1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_bfloat16_float32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_bfloat16_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float16_int64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float32_bfloat16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float64_bfloat16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float64_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float64_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int16_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int16_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int32_int64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int32_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int64_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int64_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int8_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int8_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_uint8_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_uint8_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_erfc_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fallback_mutable_op_list_tensor_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fallback_mutable_op_no_mutated_tensors_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fractional_max_pool2d1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fractional_max_pool2d4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_full_like_sliced_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fuse_large_params_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fusing_write_into_disjoint_read_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_graph_partition_both_scalars_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_graph_partition_misaligned_input_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_graph_partition_pad_dynamic_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_hardsigmoid_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_hardtanh_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_horizonal_fusion1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_dynamic_shapes_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_propagation_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_put_as_masked_fill_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_put_deterministic_fallback_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_put_reinplace_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_inductor_multiple_specializations_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_inductor_triton_bucketize_respects_masking_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_inplace_mixed_dtype_ops_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_inplace_resize_as_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_inplace_where_pointwise_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_isinf2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_kernel_names_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_lgamma_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_like_rands2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_like_rands3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_linear_dynamic_maxautotune_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_linspace1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_linspace3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_log_softmax_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_masked_scatter_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d7_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d_with_indices_backward2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_min_max_reduction_nan_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_mixed_mm_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_mm_views_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_mul_softmax_symfloat_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_multi_device_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_multilayer_var_lowp_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_nan_sort_stable_False_descending_False_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_neg_max_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_new_empty_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_new_empty_strided_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pad_cast_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_philox_rand_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_airy_ai_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_bessel_y0_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_expit_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_expm1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_hermite_polynomial_he_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_i0_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_i1e_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_modified_bessel_k1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_spherical_bessel_j0_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_xlogy_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pow1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pow3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_prepare_softmax_with_fast_math_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_randint_kernel_count_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_randn_with_dtype_and_device_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_remainder_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_remove_noop_copy_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_remove_noop_view_dtype_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_repeat_interleave_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_replication_pad_errors_with_bool_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_resize_as_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_reuse_buffers_with_aliasing_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_rsqrt_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scatter_reduce3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scheduler_vertical_fusion1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_False_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sdpa_unaligned_mask_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_searchsorted_broadcast_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sgn_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sgn_extremal_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_should_pad_bench_for_bmm_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sigmoid_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_simplify_loops_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sin_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_single_elem_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sizehint_issue1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice_mutation1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_softmax_backward_data_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_softmax_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_special_polygamma_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_cumprod_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_cumsum_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_squeeze1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_squeeze2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_squeeze_varargs_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_strided_inputs_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sum4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sum5_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sum_keepdims_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_tensor2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_triu_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_var_mean_div_by_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_vdd_clamp_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_vectorized_ops_masked_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_view_as_real_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_views2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_arithmetic_constant_folding_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_dynamic_stride_nobreak_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_float_is_integer_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_float_item_neginf_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_floor_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_item_bool_nobreak_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_item_to_inputs_kernel_nobreak_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_math_ops_op3_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_nonzero_no_realloc_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_pad_dynamic_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_sort_dynamic_shape_with_check_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_sym_sum_unbacked_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unbacked_cat_backwards_save_data_dependent_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unbacked_matmul_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unbacked_reduction_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unspecialized_float_dynamic_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unspecialized_float_fallback_specialization_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unspecialized_float_softshrink_cuda 2025-08-26T20:49:31.0810945Z 2025-08-26T20:49:31.0811045Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading 2025-08-26T20:49:31.0811234Z Uploading artifacts took 0.00 seconds 2025-08-26T20:49:31.0811400Z Running inductor/test_fused_attention 1/1 ... [2025-08-26 20:49:31.067239] 2025-08-26T20:49:31.0811570Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T20:49:31.0811959Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_fused_attention.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 20:49:31.067466] 2025-08-26T20:51:30.7117155Z 2025-08-26T20:51:30.7118227Z inductor/test_fused_attention 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_fused_attention_1.1_ebaa284f9bc82edd_.log 2025-08-26T20:51:30.7138339Z Running 108 items in this shard: test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_insignificant_strides, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_pattern_fails_with_reuse_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_pattern_fails_with_tensor_factor_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_pattern_fails_with_unsupported_mask_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_prev_13_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_prev_14_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_prev_15_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_10_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_11_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_12_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_13_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_14_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_15_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_17_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_19_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_1_freezing, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_1_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_20_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_21_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_22_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_23_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_24_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_2_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_3_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_4_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_5_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_6_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_7_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_8_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_9_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_insignificant_strides, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_pattern_fails_with_reuse_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_pattern_fails_with_tensor_factor_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_pattern_fails_with_unsupported_mask_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_prev_13_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_prev_14_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_prev_15_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_10_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_11_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_12_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_13_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_14_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_15_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_17_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_19_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_1_freezing, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_1_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_20_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_21_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_22_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_23_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_24_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_2_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_3_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_4_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_5_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_6_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_7_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_8_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_9_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_pattern_fails_with_reuse_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_pattern_fails_with_tensor_factor_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_pattern_fails_with_unsupported_mask_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_prev_13_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_prev_14_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_prev_15_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_11_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_12_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_13_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_14_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_15_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_16_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_16_fp32_mask_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_17_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_18_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_19_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_1_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_20_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_21_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_22_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_23_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_24_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_2_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_5_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_pattern_fails_with_reuse_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_pattern_fails_with_tensor_factor_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_pattern_fails_with_unsupported_mask_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_prev_13_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_prev_14_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_prev_15_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_11_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_12_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_13_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_14_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_15_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_16_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_16_fp32_mask_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_17_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_18_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_19_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_1_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_20_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_21_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_22_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_23_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_24_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_2_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_5_cpu 2025-08-26T20:51:30.7153400Z 2025-08-26T20:51:30.7153476Z Running dynamo/test_backends 1/1 ... [2025-08-26 20:51:30.711572] 2025-08-26T20:51:30.7157528Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T20:51:30.7157933Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'dynamo/test_backends.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 20:51:30.711793] 2025-08-26T20:51:40.0549857Z 2025-08-26T20:51:40.0551046Z dynamo/test_backends 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_backends_1.1_f51d15a0d2c47241_.log 2025-08-26T20:51:40.0558427Z Running 21 items in this shard: test/dynamo/test_backends.py::NormalizeIRTests::test_inplace_normalize, test/dynamo/test_backends.py::MPSSupportedTest::test_mps_supported, test/dynamo/test_backends.py::TestExplainWithBackend::test_explain_with_backend, test/dynamo/test_backends.py::TestCustomBackendAPI::test_aot_autograd_api, test/dynamo/test_backends.py::TestCustomBackendAPI::test_backend_graph_freeze, test/dynamo/test_backends.py::TestCustomBackendAPI::test_backend_recompilation, test/dynamo/test_backends.py::TestCustomBackendAPI::test_lookup_backend, test/dynamo/test_backends.py::TestCustomBackendAPI::test_lookup_custom_backend, test/dynamo/test_backends.py::TestCustomBackendAPI::test_register_backend_api, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_cudagraphs_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_eager_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_eager_decomp_partition_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_ts_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_eager_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_eager_noexcept_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_example_inputs_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_example_inputs_runtime_use_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_intel_gaudi_backend_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_list_backends_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_torchscript_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_tvm_cuda 2025-08-26T20:51:40.0563018Z 2025-08-26T20:51:40.0563163Z Running dynamo/test_decorators 1/1 ... [2025-08-26 20:51:40.054865] 2025-08-26T20:51:40.0563448Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T20:51:40.0571416Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'dynamo/test_decorators.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 20:51:40.055144] 2025-08-26T20:51:49.8403715Z 2025-08-26T20:51:49.8404849Z dynamo/test_decorators 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_decorators_1.1_ef7e417fc7081ecb_.log 2025-08-26T20:51:49.8413132Z Running 64 items in this shard: test/dynamo/test_decorators.py::DecoratorTests::test_allow_in_graph, test/dynamo/test_decorators.py::DecoratorTests::test_allow_in_graph_no_id_reuse, test/dynamo/test_decorators.py::DecoratorTests::test_assume_constant_result_on_computation_with_graph_input, test/dynamo/test_decorators.py::DecoratorTests::test_assume_constant_result_on_user_defined_fn, test/dynamo/test_decorators.py::DecoratorTests::test_class_methods, test/dynamo/test_decorators.py::DecoratorTests::test_disable_for_custom_op, test/dynamo/test_decorators.py::DecoratorTests::test_disable_ignores_outer_wraps, test/dynamo/test_decorators.py::DecoratorTests::test_disable_nn_module_with_class_decorator, test/dynamo/test_decorators.py::DecoratorTests::test_disable_nn_modules_forward_hook, test/dynamo/test_decorators.py::DecoratorTests::test_disable_optimize, test/dynamo/test_decorators.py::DecoratorTests::test_disable_recursive_false, test/dynamo/test_decorators.py::DecoratorTests::test_disable_recursive_false_weird, test/dynamo/test_decorators.py::DecoratorTests::test_disallow_in_graph, test/dynamo/test_decorators.py::DecoratorTests::test_dont_skip_tracing, test/dynamo/test_decorators.py::DecoratorTests::test_graph_break, test/dynamo/test_decorators.py::DecoratorTests::test_incorrect_usage_disallow_in_graph, test/dynamo/test_decorators.py::DecoratorTests::test_mark_static_address_guarded, test/dynamo/test_decorators.py::DecoratorTests::test_mark_static_address_unguarded, test/dynamo/test_decorators.py::DecoratorTests::test_mark_static_nn_module, test/dynamo/test_decorators.py::DecoratorTests::test_nested_compile_fullgraph, test/dynamo/test_decorators.py::DecoratorTests::test_nested_disable_decorator, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_newly_constructed_trace_register_constant_type_error, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_captured_external_tensor, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_custom_class_error, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_custom_class_output_error, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_inside_compiled_function, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_inside_compiled_function_error, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_inside_compiled_function_kwarg, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_int_and_float_output, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_nested_custom_class, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_nested_custom_class_error, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_newly_constructed_custom_class_with_side_effects, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_newly_constructed_dict_with_side_effects, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_no_action_at_a_distance, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_object_in_context_error, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_on_method, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_pre_existing_custom_class, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_pre_existing_custom_class_with_side_effects, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_pre_existing_dict, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_pre_existing_dict_with_side_effects, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_pre_existing_register_constant_type_guard, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_tensor_args, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_tuple_and_sym_int_output, test/dynamo/test_decorators.py::DecoratorTests::test_patch_dynamo_config_errors, test/dynamo/test_decorators.py::DecoratorTests::test_set_fullgraph, test/dynamo/test_decorators.py::DecoratorTests::test_set_fullgraph_error, test/dynamo/test_decorators.py::DecoratorTests::test_set_fullgraph_export, test/dynamo/test_decorators.py::DecoratorTests::test_set_fullgraph_nested, test/dynamo/test_decorators.py::DecoratorTests::test_set_fullgraph_nested_deep, test/dynamo/test_decorators.py::DecoratorTests::test_set_fullgraph_nested_with_skip, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_aot_eager_then_compile, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_eager_on_recompile, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_eager_then_compile, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_eager_then_compile_with_graph_break, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_fail_on_recompile, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_fail_on_recompile_with_disable, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_forbid_in_graph, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_force_backend, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_force_backend_with_disable, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_force_eager, test/dynamo/test_decorators.py::DecoratorTests::test_skip_frame, test/dynamo/test_decorators.py::DecoratorTests::test_substitute_in_graph, test/dynamo/test_decorators.py::DecoratorTests::test_torch_guards_stack_frame_register_inlining_disable, test/dynamo/test_decorators.py::DecoratorTests::test_torch_guards_stack_frame_register_inlining_partially_disable 2025-08-26T20:51:49.8425964Z 2025-08-26T20:51:49.8426079Z Running test_model_exports_to_core_aten 1/1 ... [2025-08-26 20:51:49.840385] 2025-08-26T20:51:49.8426263Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T20:51:49.8426656Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_model_exports_to_core_aten.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 20:51:49.840682] 2025-08-26T20:51:52.4105044Z 2025-08-26T20:51:52.4106089Z test_model_exports_to_core_aten 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_model_exports_to_core_aten_1.1_1ea44d753fcfd390_.log 2025-08-26T20:51:52.4107758Z Running 1 items in this shard: test/test_model_exports_to_core_aten.py::TestQuantizePT2EModels::test_vit_aten_export 2025-08-26T20:51:52.4108260Z 2025-08-26T20:51:52.4108523Z Running inductor/test_provenance_tracing 1/1 ... [2025-08-26 20:51:52.410440] 2025-08-26T20:51:52.4109024Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T20:51:52.4110469Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_provenance_tracing.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 20:51:52.410746] 2025-08-26T20:52:19.7777172Z 2025-08-26T20:52:19.7778385Z inductor/test_provenance_tracing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_provenance_tracing_1.1_1f66c5efe5f82296_.log 2025-08-26T20:52:19.7784150Z Running 10 items in this shard: test/inductor/test_provenance_tracing.py::TestProvenanceTracingArtifact::test_triton_kernel_to_post_grad_tracing_combo_kernel, test/inductor/test_provenance_tracing.py::TestProvenanceTracingArtifact::test_triton_kernel_to_post_grad_tracing_cpu, test/inductor/test_provenance_tracing.py::TestProvenanceTracingArtifact::test_triton_kernel_to_post_grad_tracing_cuda, test/inductor/test_provenance_tracing.py::TestProvenanceTracingArtifact::test_triton_kernel_to_post_grad_tracing_extern_kernel, test/inductor/test_provenance_tracing.py::TestProvenanceTracingNodeMapping::test_create_node_mapping, test/inductor/test_provenance_tracing.py::TestProvenanceTracingNodeMeta::test_pattern_matcher_transfer_meta, test/inductor/test_provenance_tracing.py::TestProvenanceTracingStackTraces::test_create_kernel_information_json_function, test/inductor/test_provenance_tracing.py::TestProvenanceTracingStackTraces::test_kernel_information_generation, test/inductor/test_provenance_tracing.py::TestProvenanceTracingStackTraces::test_no_kernel_information_without_provenance_tracking, test/inductor/test_provenance_tracing.py::TestProvenanceTracingStackTraces::test_tlparse_kernel_stack_traces 2025-08-26T20:52:19.7791780Z 2025-08-26T20:52:19.7791933Z Running inductor/test_torchinductor_codegen_dynamic_shapes 2/3 ... [2025-08-26 20:52:19.777590] 2025-08-26T20:52:19.7792186Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T20:52:19.7792717Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_torchinductor_codegen_dynamic_shapes.py', '--shard-id=2', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 20:52:19.777856] 2025-08-26T21:01:25.6435710Z 2025-08-26T21:01:25.6437110Z inductor/test_torchinductor_codegen_dynamic_shapes 2/3 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_codegen_dynamic_shapes_2.3_4b0f1e880a7e9449_.log 2025-08-26T21:01:25.6550725Z Running 548 items in this shard: test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test__dyn_quant_matmul_4bit_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_adaptive_avg_pool_errors_with_long_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_adaptive_avg_pool_with_output_size_0_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_add_complex3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_add_complex6_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_add_complex7_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_add_complex8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_add_complex_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_addmm_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_aoti_eager_support_out_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_aoti_eager_with_scalar_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_arange1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_arange4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_arange5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_argmax_argmin3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_argmax_argmin_with_nan_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool2d4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool2d5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool2d8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool2d_backward2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool2d_backward_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_baddbmm_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_batch_norm_2d_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bernoulli2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bfloat16_to_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bitwise3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_computed_offsets_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int16_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int16_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int32_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int32_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int64_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int8_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_uint8_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_uint8_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_nd_tiling_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_buffer_copied_in_graph_with_different_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_builtins_round_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_builtins_round_float_ndigits_pos_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_builtins_round_int_ndigits_zero_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_empty_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_empty_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_inplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_unbacked_empty_1d_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_upcasting_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_chunk_recompiles_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_clamp_type_promotion_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_compar_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_complex_from_real_imag_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_complex_memory_overlap_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_config_option_dont_assume_alignment_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_constant_pad_fill_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv2d_backward_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv3d_channels_last_use_block_ptr_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv_bn_fuse_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv_functional_bn_fuse_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv_shape_check_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_convolution1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_copy_non_blocking_is_pinned_use_cat_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cos_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cummin_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cumsum_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cumsum_no_mask_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cumsum_pattern_matcher_issue_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_op_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_op_fixed_layout_sequential_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_op_unbacked_symints_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_scan_op_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_scan_would_split_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_data_type_propogation_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_deterministic_codegen_on_graph_break_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_deterministic_codegen_with_suffix_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_device_assert_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_diagonal_copy_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div7_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dropout2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dropout3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dropout_deterministic_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_bfloat16_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_bfloat16_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_bfloat16_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float16_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float16_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float16_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float16_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float32_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float32_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float64_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float64_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float64_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float64_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float64_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float64_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int32_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int32_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int32_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int64_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int64_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int64_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_uint8_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_elu_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_embedding_bag_byte_unpack_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_embedding_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_empty1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_empty2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_empty_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_expanded_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fallback_mutable_op_list_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fallback_mutable_op_no_mutated_tensors_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_flip_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fmod_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fmod_zero_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fractional_max_pool2d3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fractional_max_pool2d4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_full_boolean_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fuse_large_params_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_gelu_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_generate_rand_fp8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_generated_code_has_alignment_assert_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_getitem_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_graph_partition_arange1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_graph_partition_argmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_graph_partition_misaligned_input_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_graph_partition_scalar_inputs_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_graph_partition_unbacked_symint_as_output_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_hardswish_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_horizonal_fusion1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_put2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_put_fallback1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_inductor_multiple_specializations_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_input_mutation1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_input_mutation5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_int_input_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_invalid_operand_issue1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_kwargs_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_large_grid_use_block_ptr_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_large_offset_pointwise_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_like_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_like_rands3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_like_rands_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_like_rands_sliced_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linear_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linspace1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linspace2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_log1p_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_log_softmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_low_memory_max_pool_dilation_1_dim_3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_low_memory_max_pool_dilation_2_dim_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_masked_fill_promotion_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_min_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d6_dilation_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d7_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d_with_indices_backward2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d_with_indices_backward5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d_with_indices_backward_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_min_max_reduction_nan_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mixed_mm2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mixed_mm_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_move_arange_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mul_index_expr_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mul_softmax_symfloat_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_multi_gpu_recompile_on_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_multi_threading_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_multilayer_sum_low_prec_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_multilayer_var_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mutations_loop_fusion_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_nan_to_num_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_new_empty_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_no_op_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_no_specization_over_symbolic_value_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_nonzero_unbacked_refinement_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_norm_constant_overflow_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pad_cast_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_permute2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_airy_ai_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_bessel_j0_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_chebyshev_polynomial_w_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_entr_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_erf_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_expit_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_expm1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_gammaln_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_hermite_polynomial_h_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_hermite_polynomial_he_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_i0_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_i1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_i1e_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_logit_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_modified_bessel_k0_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_ndtr_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_polygamma_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_round_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_shifted_chebyshev_polynomial_u_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_shifted_chebyshev_polynomial_v_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_spherical_bessel_j0_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_xlog1py_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pow1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pow_symfloat_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_prod_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_rand_like_deterministic_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_randint_distribution_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_randint_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_reduction2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_reduction4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_reinterpret_dtypeview_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_remove_noop_slice1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_remove_noop_slice_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_repeat_interleave_Tensor_decomp_int32_nd_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_repeat_interleave_Tensor_decomp_int64_nd_1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_rsqrt_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scaled_dot_product_attention_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scaled_dot_product_efficient_attention_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scatter4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scatter5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scatter_add2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scatter_add3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scatter_reduce1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sdpa_prefer_nd_tiling_False_use_block_ptr_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sdpa_unaligned_mask_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_searchsorted_broadcast_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sgn_extremal_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sizehint_issue1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice_view_with_graph_break_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_softmax_backward_data_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_softmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_softmax_one_kernel_loop_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_softmax_one_kernel_persist_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sort_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sort_transpose_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sqrt_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_strided_inputs_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sum1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sum2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sum_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_tanh_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_tensor1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_tmp_not_defined_issue1_use_block_ptr_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_tmp_not_defined_issue2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_to_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_to_memory_format_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_transpose_add_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_triton_kernel_bool_param_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unbacked_floordiv_simplify_errors_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unbind_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unspec_inputs_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unspec_inputs_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unspec_inputs_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unspec_inputs_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unsqueeze_inplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_upsample_cat_conv_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_var_correction_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_vectorized_ops_masked_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_vectorized_ops_masked_var_novec_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_view_as_real_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_view_detach_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_views4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_views7_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_where_with_logical_op_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test__unsafe_masked_index_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_abs_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_adaptive_avg_pool1d_argmax_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_adaptive_avg_pool_errors_with_long_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_adaptive_avg_pool_with_output_size_0_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_adaptive_max_pool2d2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_adaptive_max_pool2d3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_add_complex10_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_add_complex_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_add_const_float_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_add_const_int_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_add_inplace_permuted_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_alexnet_prefix_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_any_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_aoti_eager_cache_hit_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_aoti_eager_dtype_device_layout_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_aoti_eager_with_persistent_cache_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_arange2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_arange5_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_argmax_argmin_with_duplicates_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_argmax_to_float_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_as_strided_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_assert_alignment_op_name_fail_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_avg_pool2d_backward3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_avg_pool3d_backward2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_avg_pool3d_backward_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_batch_norm_2d_2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_batch_norm_2d_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bfloat16_to_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bool_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bucketize_default_kwargs_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bucketize_int_int16_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bucketize_int_int32_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bucketize_int_int32_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bucketize_int_int64_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bucketize_int_int64_int64_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bucketize_int_int64_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bucketize_int_uint8_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bucketize_nd_tiling_False_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bucketize_nd_tiling_True_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_buffer_copied_in_graph_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_buffer_copied_in_graph_with_different_shapes_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_buffer_use_after_remove_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_builtins_round_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_builtins_round_float_ndigits_pos_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_builtins_round_int_ndigits_zero_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_empty_index_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_extern_kernel_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_inplace_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_single_empty_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_unbacked_2d_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_unbacked_legacy_empty_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_check_stack_no_cycles_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_chunk_recompiles_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_clamp_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_clamp_type_promotion_non_tensor_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_config_option_dont_assume_alignment_cudagraphs_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_consecutive_split_cumprod_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_consecutive_split_cumsum_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_constant_pad_2d_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_constant_pad_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_conv_shape_check_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_conv_with_as_strided_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_convolution2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_convolution5_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_copy_non_blocking_is_pinned_use_cat_False_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_copy_non_blocking_is_pinned_use_cat_True_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cudnn_rnn_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cumsum_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cumsum_zero_dim_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_custom_op_1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_custom_op_default_layout_constraint_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_custom_scan_would_split_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_deterministic_codegen_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dist_bf16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_div2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_div4_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_div_presicion_accuracy_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dont_constant_fold_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtype_sympy_expr_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_bfloat16_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_float16_bfloat16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_float16_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_float16_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_float16_int64_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_float16_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_float16_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_float32_float32_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_float32_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_float32_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_float64_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_float64_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_float64_int64_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_float64_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_fusion_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int16_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int16_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int16_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int32_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int32_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int32_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int32_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int32_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int64_bfloat16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int64_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int64_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int64_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int64_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int8_bfloat16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int8_float32_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int8_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_int8_int64_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_uint8_float32_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dtypeview_uint8_int64_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_embedding_bag_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_embedding_sparse_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_empty2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_empty_strided_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_erfinv_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_exact_stride_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_exp2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_expand_as_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_fft_real_input_real_output_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_fill1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_flip_cat_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_float_index_expression_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_float_index_expression_type_promotion_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_fmin_fmax_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_fractional_max_pool2d3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_full_truncation_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_fuse_large_params_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_gather_scatter_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_generate_rand_fp8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_graph_partition_no_inputs_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_hardsigmoid_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_hardswish_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_index_dynamic_shapes_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_index_propagation_nested_indirect_indexing_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_index_put1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_index_put3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_index_put4_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_index_put_failed_reinplace_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_inductor_triton_bucketize_respects_masking_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_inf_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_inner_fn_str_and_stride_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_inplace_activations_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_inplace_mixed_dtype_ops_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_inplace_where_pointwise_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_input_mutation2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_input_mutation3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_insignificant_strides_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_isin_tensor_scalar_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_kernel_names_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_large_grid_use_block_ptr_True_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_large_offset_pointwise_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_large_pointwise_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_lerp_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_like_rands2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_linspace1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_logcumsumexp_zero_dim_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_logsumexp_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_low_memory_max_pool_dilation_1_dim_3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_masked_fill_promotion_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_max_pool2d6_dilation_1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_max_pool2d_with_indices_backward4_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_mixed_mm2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_mixed_mm3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_mul_index_expr_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_multi_gpu_device_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_multi_gpu_recompile_on_index_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_multilayer_prime_size_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_multilayer_sum_low_prec_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_multilayer_var_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_multilayer_var_lowp_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_mutable_custom_op_fixed_layout2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_mutations_loop_fusion_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_nan_sort_stable_False_descending_True_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_nan_to_num_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_neg_index_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_new_empty_strided_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_nll_loss_forward_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_no_mega_fusion_during_lowering_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_nonzero_unbacked_refinement_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_one_hot_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pad_cast_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_permute1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_bessel_j0_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_bessel_y0_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_bessel_y1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_chebyshev_polynomial_u_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_chebyshev_polynomial_w_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_digamma_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_erfc_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_expm1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_gammaincc_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_i0_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_i0e_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_legendre_polynomial_p_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_modified_bessel_i0_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_modified_bessel_i1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_round_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_sinc_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pow1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_prepare_softmax_with_fast_math_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_profiler_mark_wrapper_call_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_randint_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_randint_kernel_count_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_randn_like_empty_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_randn_with_dtype_and_device_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_reduction1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_reduction2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_remove_noop_slice_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_repeat_interleave_Tensor_decomp_int32_nd_2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_repeat_interleave_Tensor_decomp_int64_nd_1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_repeat_interleave_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_replication_pad_errors_with_bool_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_reuse_buffers_with_aliasing_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_roll_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_round_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_rsqrt_dynamic_shapes_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_scalar_cpu_tensor_arg_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_scalar_input_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_scalar_output_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_scatter1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_scatter3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_scatter4_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_scatter5_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_scatter6_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_scatter_add2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_scatter_add3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_scatter_bf16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_scatter_reduce1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_scheduler_vertical_fusion1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sdpa_prefer_nd_tiling_False_use_block_ptr_False_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sdpa_prefer_nd_tiling_False_use_block_ptr_True_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_False_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sdpa_unaligned_mask_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sdpa_unaligned_mask_freezing_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_searchsorted_broadcast_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_searchsorted_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sgn_extremal_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sign_dtype_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_silu_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sin_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_single_elem_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sizehint_issue1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_slice2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_slice_view_with_graph_break_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_softmax_one_kernel_persist_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_split_with_unbacked_symints_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_std_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_stride_preservation_with_stride_modifying_fx_pass_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sum3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sum4_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sum_dtype_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sum_keepdims_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_tan_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_tanh_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_tensor3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_tmp_not_defined_issue1_use_block_ptr_True_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_to_device_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_transposed_propagates_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unspec_inputs_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unspec_inputs_float32_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unspec_inputs_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_upsample_bilinear2d_a_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_upsample_nearest2d_backward_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_var_correction_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_var_mean_div_by_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_vectorized_ops_masked_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_view_as_complex_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_view_detach_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_view_uint8_through_differing_bitwidths_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_views1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_views5_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_weight_norm_bwd_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_where_broadcast_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_where_with_logical_op_dynamic_shapes_cuda 2025-08-26T21:01:25.6651510Z 2025-08-26T21:01:25.6651592Z Running dynamo/test_logging 1/1 ... [2025-08-26 21:01:25.644447] 2025-08-26T21:01:25.6651762Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:01:25.6652147Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'dynamo/test_logging.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:01:25.644654] 2025-08-26T21:01:47.2546568Z 2025-08-26T21:01:47.2548167Z dynamo/test_logging 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_logging_1.1_4dcc4b2449e1bab3_.log 2025-08-26T21:01:47.2559462Z Running 51 items in this shard: test/dynamo/test_logging.py::LoggingTests::test_all, test/dynamo/test_logging.py::LoggingTests::test_aot, test/dynamo/test_logging.py::LoggingTests::test_aot_graphs, test/dynamo/test_logging.py::LoggingTests::test_aot_joint_graph, test/dynamo/test_logging.py::LoggingTests::test_autotuning, test/dynamo/test_logging.py::LoggingTests::test_bytecode, test/dynamo/test_logging.py::LoggingTests::test_cudagraph_static_inputs, test/dynamo/test_logging.py::LoggingTests::test_cudagraphs, test/dynamo/test_logging.py::LoggingTests::test_custom_format, test/dynamo/test_logging.py::LoggingTests::test_custom_format_exc, test/dynamo/test_logging.py::LoggingTests::test_ddp_graphs, test/dynamo/test_logging.py::LoggingTests::test_default_logging, test/dynamo/test_logging.py::LoggingTests::test_distributed_rank_logging, test/dynamo/test_logging.py::LoggingTests::test_dump_compile_times, test/dynamo/test_logging.py::LoggingTests::test_dynamo_debug, test/dynamo/test_logging.py::LoggingTests::test_dynamo_debug_default_off_artifacts, test/dynamo/test_logging.py::LoggingTests::test_dynamo_error, test/dynamo/test_logging.py::LoggingTests::test_dynamo_info, test/dynamo/test_logging.py::LoggingTests::test_fusion, test/dynamo/test_logging.py::LoggingTests::test_graph_breaks, test/dynamo/test_logging.py::LoggingTests::test_graph_region_expansion, test/dynamo/test_logging.py::LoggingTests::test_guards_polyfill_sloc, test/dynamo/test_logging.py::LoggingTests::test_guards_recompiles, test/dynamo/test_logging.py::LoggingTests::test_guards_sloc, test/dynamo/test_logging.py::LoggingTests::test_guards_sloc_vr, test/dynamo/test_logging.py::LoggingTests::test_hierarchical_compile, test/dynamo/test_logging.py::LoggingTests::test_inductor_debug, test/dynamo/test_logging.py::LoggingTests::test_inductor_error, test/dynamo/test_logging.py::LoggingTests::test_inductor_info, test/dynamo/test_logging.py::LoggingTests::test_invalid_artifact_flag, test/dynamo/test_logging.py::LoggingTests::test_invalid_artifact_flag_error_msg, test/dynamo/test_logging.py::LoggingTests::test_kernel_code, test/dynamo/test_logging.py::LoggingTests::test_log_traced_frames, test/dynamo/test_logging.py::LoggingTests::test_logs_out, test/dynamo/test_logging.py::LoggingTests::test_multiline_format, test/dynamo/test_logging.py::LoggingTests::test_open_registration, test/dynamo/test_logging.py::LoggingTests::test_open_registration_python_api, test/dynamo/test_logging.py::LoggingTests::test_open_registration_with_registered_parent, test/dynamo/test_logging.py::LoggingTests::test_optimizer_non_static_param, test/dynamo/test_logging.py::LoggingTests::test_output_code, test/dynamo/test_logging.py::LoggingTests::test_recompiles, test/dynamo/test_logging.py::LoggingTests::test_schedule, test/dynamo/test_logging.py::LoggingTests::test_trace_call, test/dynamo/test_logging.py::LoggingTests::test_trace_call_graph_break, test/dynamo/test_logging.py::LoggingTests::test_trace_call_inline_call, test/dynamo/test_logging.py::LoggingTests::test_trace_call_prefix, test/dynamo/test_logging.py::LoggingTests::test_trace_source_cond, test/dynamo/test_logging.py::LoggingTests::test_trace_source_funcname, test/dynamo/test_logging.py::LoggingTests::test_trace_source_if_stmt, test/dynamo/test_logging.py::LoggingTests::test_trace_source_nested, test/dynamo/test_logging.py::LoggingTests::test_trace_source_simple 2025-08-26T21:01:47.2564136Z 2025-08-26T21:01:47.2564227Z Running inductor/test_cpu_repro 2/4 ... [2025-08-26 21:01:47.254432] 2025-08-26T21:01:47.2569350Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:01:47.2569827Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_cpu_repro.py', '--shard-id=2', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:01:47.254667] 2025-08-26T21:08:26.9210319Z 2025-08-26T21:08:26.9211018Z inductor/test_cpu_repro 2/4 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpu_repro_2.4_e5b2e2947e969cda_.log 2025-08-26T21:08:26.9247681Z Running 178 items in this shard: test/inductor/test_cpu_repro.py::CPUReproTests::test_argmax_argmin_with_nan_value, test/inductor/test_cpu_repro.py::CPUReproTests::test_broadcast_scalar_cpp_tile_2d_kernel, test/inductor/test_cpu_repro.py::CPUReproTests::test_channels_last_view_as_complex, test/inductor/test_cpu_repro.py::CPUReproTests::test_complex_memory_overlap, test/inductor/test_cpu_repro.py::CPUReproTests::test_concat_inner_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_constant_store, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv_stride_constraints, test/inductor/test_cpu_repro.py::CPUReproTests::test_convert_int32_to_int64_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_cpp_kernel_profile, test/inductor/test_cpu_repro.py::CPUReproTests::test_dequant_maxpool2d_lowering_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_dequant_quant_lowering_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_dequant_quant_lowering_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_dequant_relu_quant_dequant_relu_quant_lowering_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_disabled_amp_is_inference_True, test/inductor/test_cpu_repro.py::CPUReproTests::test_dropout, test/inductor/test_cpu_repro.py::CPUReproTests::test_embedding_vec_bf16, test/inductor/test_cpu_repro.py::CPUReproTests::test_for_loop_collapsed, test/inductor/test_cpu_repro.py::CPUReproTests::test_fp8_cast_bfloat16_shape_15,3,13, test/inductor/test_cpu_repro.py::CPUReproTests::test_fp8_cast_bfloat16_shape_4,2048,4096, test/inductor/test_cpu_repro.py::CPUReproTests::test_frexp, test/inductor/test_cpu_repro.py::CPUReproTests::test_horizontal_fusion, test/inductor/test_cpu_repro.py::CPUReproTests::test_in_out_buffer, test/inductor/test_cpu_repro.py::CPUReproTests::test_index_propagation_issue_102065, test/inductor/test_cpu_repro.py::CPUReproTests::test_inplace_add_alpha, test/inductor/test_cpu_repro.py::CPUReproTests::test_invalid_index_of_empty_tensor, test/inductor/test_cpu_repro.py::CPUReproTests::test_ir_node_str, test/inductor/test_cpu_repro.py::CPUReproTests::test_issue122380, test/inductor/test_cpu_repro.py::CPUReproTests::test_load_half, test/inductor/test_cpu_repro.py::CPUReproTests::test_local_buffer_with_line_reuse, test/inductor/test_cpu_repro.py::CPUReproTests::test_logical_op_store_to_lowp_data_dtype, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_masked_load_int64_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_max_reduction_lowp_fp, test/inductor/test_cpu_repro.py::CPUReproTests::test_maxpool2d_with_pre_loop_collapse_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_memory_copy_with_fusion, test/inductor/test_cpu_repro.py::CPUReproTests::test_meta_device, test/inductor/test_cpu_repro.py::CPUReproTests::test_mkl_linear, test/inductor/test_cpu_repro.py::CPUReproTests::test_multihead_attention_cpu, test/inductor/test_cpu_repro.py::CPUReproTests::test_new_vec_op_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_nn_param_assign_wrapped, test/inductor/test_cpu_repro.py::CPUReproTests::test_non_contiguous_index_with_constant_stride, test/inductor/test_cpu_repro.py::CPUReproTests::test_non_contiguous_reduction_store, test/inductor/test_cpu_repro.py::CPUReproTests::test_parallel_num_threads, test/inductor/test_cpu_repro.py::CPUReproTests::test_pow_cos, test/inductor/test_cpu_repro.py::CPUReproTests::test_reduce_with_masked, test/inductor/test_cpu_repro.py::CPUReproTests::test_reduction_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_redundant_to_node_elimination_lowp_fp, test/inductor/test_cpu_repro.py::CPUReproTests::test_relu_with_inf_value, test/inductor/test_cpu_repro.py::CPUReproTests::test_require_stride_order_non_owning, test/inductor/test_cpu_repro.py::CPUReproTests::test_scatter_using_atomic_add, test/inductor/test_cpu_repro.py::CPUReproTests::test_scatter_using_atomic_add_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_share_local_buffers_in_outer_loop_fusion, test/inductor/test_cpu_repro.py::CPUReproTests::test_sigmoid_with_reduction, test/inductor/test_cpu_repro.py::CPUReproTests::test_store_reduction, test/inductor/test_cpu_repro.py::CPUReproTests::test_tile2d_load_decomposed_dequant_add_relu_quant_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_to_dtype_float_bool, test/inductor/test_cpu_repro.py::CPUReproTests::test_torch_logit, test/inductor/test_cpu_repro.py::CPUReproTests::test_transpose_sum2d_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_uint64_pointwise_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_uint64_reduction_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_bitwise, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_indirect_load_cse_cache, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_logical, test/inductor/test_cpu_repro.py::CPUReproTests::test_view_dtype 2025-08-26T21:08:26.9289124Z 2025-08-26T21:08:26.9289219Z Running inductor/test_cudacodecache 1/1 ... [2025-08-26 21:08:26.921183] 2025-08-26T21:08:26.9289392Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:08:26.9289856Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_cudacodecache.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:08:26.921493] 2025-08-26T21:08:31.8215594Z 2025-08-26T21:08:31.8217194Z inductor/test_cudacodecache 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cudacodecache_1.1_19028b0c1c00a2fd_.log 2025-08-26T21:08:31.8217932Z 2025-08-26T21:08:31.8218175Z Running dynamo/test_base_hop 1/1 ... [2025-08-26 21:08:31.821456] 2025-08-26T21:08:31.8218620Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:08:31.8219942Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'dynamo/test_base_hop.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:08:31.821704] 2025-08-26T21:08:35.1936694Z 2025-08-26T21:08:35.1944662Z dynamo/test_base_hop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_base_hop_1.1_a21eb78f4525051e_.log 2025-08-26T21:08:35.1946011Z Running 11 items in this shard: test/dynamo/test_base_hop.py::BaseHOPTest::test_aliasing_mutation_error, test/dynamo/test_base_hop.py::BaseHOPTest::test_aot_eager, test/dynamo/test_base_hop.py::BaseHOPTest::test_auto_functionalize, test/dynamo/test_base_hop.py::BaseHOPTest::test_dynamo, test/dynamo/test_base_hop.py::BaseHOPTest::test_eager_call, test/dynamo/test_base_hop.py::BaseHOPTest::test_int_input, test/dynamo/test_base_hop.py::BaseHOPTest::test_none_input, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_pytree_in_out, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_pytree_in_out_with_mutation, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_single_return, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_single_return_with_mutation 2025-08-26T21:08:35.1947070Z 2025-08-26T21:08:35.1947178Z Running inductor/test_compiled_optimizers 1/2 ... [2025-08-26 21:08:35.193567] 2025-08-26T21:08:35.1947357Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:08:35.1947759Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_compiled_optimizers.py', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:08:35.193755] 2025-08-26T21:13:57.1561279Z 2025-08-26T21:13:57.1570566Z inductor/test_compiled_optimizers 1/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compiled_optimizers_1.2_eb7a717dd8f0bb7a_.log 2025-08-26T21:13:57.1632648Z Running 329 items in this shard: test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_rho_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_rho_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_initial_accumulator_value_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_initial_accumulator_value_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_lr_decay_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_lr_decay_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_amsgrad_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_amsgrad_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_maximize_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_amsgrad_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_amsgrad_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_amsgrad_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_lambd_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_lambd_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_maximize_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_recompile_foreach, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_recompile_single, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_t0_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_maximize_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_maximize_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_compile_time_smoketest, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_guard_on_none_grads, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_momentum_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_momentum_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_momentum_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_decoupled_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_decoupled_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_decoupled_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_capturable_weight_decay_decoupled_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_capturable_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_eps_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_eps_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_decoupled_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_maximize_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_maximize_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_maximize_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_momentum_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_momentum_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_etas_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_etas_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_step_sizes_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_dampening_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_dampening_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_nesterov_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_nesterov_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_static_address_finalizer, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adadelta_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adafactor_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adafactor_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_LBFGS_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_LBFGS_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_RAdam_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_RMSprop_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Rprop_use_closure_False_cuda_float32 2025-08-26T21:13:57.1685706Z 2025-08-26T21:13:57.1685807Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading 2025-08-26T21:13:57.1685988Z Uploading artifacts took 0.00 seconds 2025-08-26T21:13:57.1686146Z Running inductor/test_cuda_repro 1/1 ... [2025-08-26 21:13:57.156328] 2025-08-26T21:13:57.1686309Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:13:57.1686693Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_cuda_repro.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:13:57.156593] 2025-08-26T21:15:04.8978756Z 2025-08-26T21:15:04.8979864Z inductor/test_cuda_repro 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cuda_repro_1.1_fac674135a3f7873_.log 2025-08-26T21:15:04.8988967Z Running 78 items in this shard: test/inductor/test_cuda_repro.py::CudaReproTests::test_3d_tiling, test/inductor/test_cuda_repro.py::CudaReproTests::test_accuracy_issue1, test/inductor/test_cuda_repro.py::CudaReproTests::test_adaptive_avg_pool3d_issue_157248, test/inductor/test_cuda_repro.py::CudaReproTests::test_atomic_add_bfloat16, test/inductor/test_cuda_repro.py::CudaReproTests::test_atomic_add_bfloat16_config, test/inductor/test_cuda_repro.py::CudaReproTests::test_autotune_inplace_kernel, test/inductor/test_cuda_repro.py::CudaReproTests::test_backward_context, test/inductor/test_cuda_repro.py::CudaReproTests::test_bool_emulate_low_precision, test/inductor/test_cuda_repro.py::CudaReproTests::test_bucketize_dynamic_dense, test/inductor/test_cuda_repro.py::CudaReproTests::test_bucketize_epilogue, test/inductor/test_cuda_repro.py::CudaReproTests::test_cat_int8_one_kernel, test/inductor/test_cuda_repro.py::CudaReproTests::test_cpu_index, test/inductor/test_cuda_repro.py::CudaReproTests::test_deterministic_algorithms, test/inductor/test_cuda_repro.py::CudaReproTests::test_dont_inplace_disjoint_accesses, test/inductor/test_cuda_repro.py::CudaReproTests::test_dtype_factory_issue, test/inductor/test_cuda_repro.py::CudaReproTests::test_dynamic_persistent_reductions, test/inductor/test_cuda_repro.py::CudaReproTests::test_dynamic_shapes, test/inductor/test_cuda_repro.py::CudaReproTests::test_dynamic_to_static_cudagraphs, test/inductor/test_cuda_repro.py::CudaReproTests::test_effn_attn_bias_padding, test/inductor/test_cuda_repro.py::CudaReproTests::test_effn_attn_bias_padding_misaligned, test/inductor/test_cuda_repro.py::CudaReproTests::test_embedding_var_mean, test/inductor/test_cuda_repro.py::CudaReproTests::test_emulate_low_precision, test/inductor/test_cuda_repro.py::CudaReproTests::test_epilogue_fusion_with_view, test/inductor/test_cuda_repro.py::CudaReproTests::test_expanded_inputs_cudagraphs, test/inductor/test_cuda_repro.py::CudaReproTests::test_expanded_inputs_cudagraphs_no_size_asserts, test/inductor/test_cuda_repro.py::CudaReproTests::test_flash_attention_dynamic, test/inductor/test_cuda_repro.py::CudaReproTests::test_float64_constants, test/inductor/test_cuda_repro.py::CudaReproTests::test_float8_e8m0fnu, test/inductor/test_cuda_repro.py::CudaReproTests::test_full_copy, test/inductor/test_cuda_repro.py::CudaReproTests::test_index_add_fallback, test/inductor/test_cuda_repro.py::CudaReproTests::test_index_put_cudagraph, test/inductor/test_cuda_repro.py::CudaReproTests::test_index_put_inplace_cudagraph, test/inductor/test_cuda_repro.py::CudaReproTests::test_index_put_issue, test/inductor/test_cuda_repro.py::CudaReproTests::test_index_put_no_fallback_cudagraph, test/inductor/test_cuda_repro.py::CudaReproTests::test_indirect_indexing_dense_mask, test/inductor/test_cuda_repro.py::CudaReproTests::test_inductor_output_aliases_intermediate, test/inductor/test_cuda_repro.py::CudaReproTests::test_inplace_add_alpha_autotune, test/inductor/test_cuda_repro.py::CudaReproTests::test_inplace_buffer_autotune, test/inductor/test_cuda_repro.py::CudaReproTests::test_inplace_updates_cudagraphs, test/inductor/test_cuda_repro.py::CudaReproTests::test_input_channels_last, test/inductor/test_cuda_repro.py::CudaReproTests::test_int64_index_intermediate, test/inductor/test_cuda_repro.py::CudaReproTests::test_issue100806, test/inductor/test_cuda_repro.py::CudaReproTests::test_issue103461, test/inductor/test_cuda_repro.py::CudaReproTests::test_issue103481, test/inductor/test_cuda_repro.py::CudaReproTests::test_issue104759, test/inductor/test_cuda_repro.py::CudaReproTests::test_issue97695_1input, test/inductor/test_cuda_repro.py::CudaReproTests::test_issue97695_2input, test/inductor/test_cuda_repro.py::CudaReproTests::test_issue_103924, test/inductor/test_cuda_repro.py::CudaReproTests::test_libdevice_routing, test/inductor/test_cuda_repro.py::CudaReproTests::test_linear_cpu_input, test/inductor/test_cuda_repro.py::CudaReproTests::test_linear_with_zero_infeature_size, test/inductor/test_cuda_repro.py::CudaReproTests::test_lookup_seed_backward, test/inductor/test_cuda_repro.py::CudaReproTests::test_max_autotune_nograd, test/inductor/test_cuda_repro.py::CudaReproTests::test_memory_history_inductor, test/inductor/test_cuda_repro.py::CudaReproTests::test_multi_output_layout_fallback, test/inductor/test_cuda_repro.py::CudaReproTests::test_mutated_aligned_tensor, test/inductor/test_cuda_repro.py::CudaReproTests::test_negative_arange_dynamic_shapes, test/inductor/test_cuda_repro.py::CudaReproTests::test_no_device_idx_repro_cudagraphs, test/inductor/test_cuda_repro.py::CudaReproTests::test_non_commutative_scan_op, test/inductor/test_cuda_repro.py::CudaReproTests::test_non_contiguous_unaligned_input_indices, test/inductor/test_cuda_repro.py::CudaReproTests::test_not_initializing_wrong_device, test/inductor/test_cuda_repro.py::CudaReproTests::test_permute_fusion, test/inductor/test_cuda_repro.py::CudaReproTests::test_reflection_pad_loop_order, test/inductor/test_cuda_repro.py::CudaReproTests::test_repeated_masked_load, test/inductor/test_cuda_repro.py::CudaReproTests::test_scalar_triton_index, test/inductor/test_cuda_repro.py::CudaReproTests::test_scaled_dot_product_efficient_attention_backward, test/inductor/test_cuda_repro.py::CudaReproTests::test_scatter_index_not_wrapped, test/inductor/test_cuda_repro.py::CudaReproTests::test_selecsls42b_misaligned_address, test/inductor/test_cuda_repro.py::CudaReproTests::test_simplify_dims, test/inductor/test_cuda_repro.py::CudaReproTests::test_sort_stride_issue, test/inductor/test_cuda_repro.py::CudaReproTests::test_sorted_masks, test/inductor/test_cuda_repro.py::CudaReproTests::test_split_reduction_channels_last, test/inductor/test_cuda_repro.py::CudaReproTests::test_split_reduction_transposed, test/inductor/test_cuda_repro.py::CudaReproTests::test_triton_interpret, test/inductor/test_cuda_repro.py::CudaReproTests::test_uint_view_copy, test/inductor/test_cuda_repro.py::CudaReproTests::test_unspec_inputs_interop, test/inductor/test_cuda_repro.py::CudaReproTests::test_unused_cpu_input_cudagraphs, test/inductor/test_cuda_repro.py::CudaReproTests::test_xlnet_lm_stride_repro 2025-08-26T21:15:04.8997452Z 2025-08-26T21:15:04.8997542Z Running inductor/test_mmdecomp 1/1 ... [2025-08-26 21:15:04.897666] 2025-08-26T21:15:04.9003345Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:15:04.9003742Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_mmdecomp.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:15:04.897885] 2025-08-26T21:15:19.0892447Z 2025-08-26T21:15:19.0894379Z inductor/test_mmdecomp 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mmdecomp_1.1_00adaacc62d3d1bd_.log 2025-08-26T21:15:19.0910492Z Running 28 items in this shard: test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_bfloat16_bs_10_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_bfloat16_bs_1_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_bfloat16_bs_2_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_bfloat16_bs_4_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_float32_bs_10_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_float32_bs_1_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_float32_bs_2_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_float32_bs_4_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_bmm_batch2_last_dim_size_is_one_cuda, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_dynamic_shape_mm_bfloat16_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_dynamic_shape_mm_float32_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_simple_mm_bfloat16_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_simple_mm_float32_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_bfloat16_bs_10_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_bfloat16_bs_1_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_bfloat16_bs_2_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_bfloat16_bs_4_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_float32_bs_10_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_float32_bs_1_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_float32_bs_2_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_float32_bs_4_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_int32_bs_10_cuda_int32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_int32_bs_1_cuda_int32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_int32_bs_2_cuda_int32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_int32_bs_4_cuda_int32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_bfloat16_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_float32_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_int32_cuda_int32 2025-08-26T21:15:19.0914881Z 2025-08-26T21:15:19.0914989Z Running inductor/test_ordered_set 1/1 ... [2025-08-26 21:15:19.089436] 2025-08-26T21:15:19.0915294Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:15:19.0915720Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_ordered_set.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:15:19.089669] 2025-08-26T21:15:22.5113543Z 2025-08-26T21:15:22.5115014Z inductor/test_ordered_set 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_ordered_set_1.1_f161e65c2b081509_.log 2025-08-26T21:15:22.5173303Z Running 401 items in this shard: test/inductor/test_ordered_set.py::TestJointOps::test_and, test/inductor/test_ordered_set.py::TestJointOps::test_badcmp, test/inductor/test_ordered_set.py::TestJointOps::test_container_iterator, test/inductor/test_ordered_set.py::TestJointOps::test_contains, test/inductor/test_ordered_set.py::TestJointOps::test_cyclical_repr, test/inductor/test_ordered_set.py::TestJointOps::test_deepcopy, test/inductor/test_ordered_set.py::TestJointOps::test_difference, test/inductor/test_ordered_set.py::TestJointOps::test_do_not_rehash_dict_keys, test/inductor/test_ordered_set.py::TestJointOps::test_equality, test/inductor/test_ordered_set.py::TestJointOps::test_free_after_iterating, test/inductor/test_ordered_set.py::TestJointOps::test_gc, test/inductor/test_ordered_set.py::TestJointOps::test_intersection, test/inductor/test_ordered_set.py::TestJointOps::test_isdisjoint, test/inductor/test_ordered_set.py::TestJointOps::test_iterator_pickling, test/inductor/test_ordered_set.py::TestJointOps::test_len, test/inductor/test_ordered_set.py::TestJointOps::test_new_or_init, test/inductor/test_ordered_set.py::TestJointOps::test_or, test/inductor/test_ordered_set.py::TestJointOps::test_pickling, test/inductor/test_ordered_set.py::TestJointOps::test_setOfFrozensets, test/inductor/test_ordered_set.py::TestJointOps::test_sub, test/inductor/test_ordered_set.py::TestJointOps::test_sub_and_super, test/inductor/test_ordered_set.py::TestJointOps::test_subclass_with_custom_hash, test/inductor/test_ordered_set.py::TestJointOps::test_symmetric_difference, test/inductor/test_ordered_set.py::TestJointOps::test_union, test/inductor/test_ordered_set.py::TestJointOps::test_uniquification, test/inductor/test_ordered_set.py::TestJointOps::test_xor, test/inductor/test_ordered_set.py::TestSet::test_add, test/inductor/test_ordered_set.py::TestSet::test_and, test/inductor/test_ordered_set.py::TestSet::test_badcmp, test/inductor/test_ordered_set.py::TestSet::test_clear, test/inductor/test_ordered_set.py::TestSet::test_constructor_identity, test/inductor/test_ordered_set.py::TestSet::test_container_iterator, test/inductor/test_ordered_set.py::TestSet::test_contains, test/inductor/test_ordered_set.py::TestSet::test_copy, test/inductor/test_ordered_set.py::TestSet::test_cyclical_repr, test/inductor/test_ordered_set.py::TestSet::test_deepcopy, test/inductor/test_ordered_set.py::TestSet::test_difference, test/inductor/test_ordered_set.py::TestSet::test_difference_update, test/inductor/test_ordered_set.py::TestSet::test_discard, test/inductor/test_ordered_set.py::TestSet::test_do_not_rehash_dict_keys, test/inductor/test_ordered_set.py::TestSet::test_equality, test/inductor/test_ordered_set.py::TestSet::test_free_after_iterating, test/inductor/test_ordered_set.py::TestSet::test_gc, test/inductor/test_ordered_set.py::TestSet::test_hash, test/inductor/test_ordered_set.py::TestSet::test_iand, test/inductor/test_ordered_set.py::TestSet::test_init, test/inductor/test_ordered_set.py::TestSet::test_inplace_on_self, test/inductor/test_ordered_set.py::TestSet::test_intersection, test/inductor/test_ordered_set.py::TestSet::test_intersection_update, test/inductor/test_ordered_set.py::TestSet::test_ior, test/inductor/test_ordered_set.py::TestSet::test_isdisjoint, test/inductor/test_ordered_set.py::TestSet::test_isub, test/inductor/test_ordered_set.py::TestSet::test_iterator_pickling, test/inductor/test_ordered_set.py::TestSet::test_ixor, test/inductor/test_ordered_set.py::TestSet::test_len, test/inductor/test_ordered_set.py::TestSet::test_new_or_init, test/inductor/test_ordered_set.py::TestSet::test_or, test/inductor/test_ordered_set.py::TestSet::test_pickling, test/inductor/test_ordered_set.py::TestSet::test_pop, test/inductor/test_ordered_set.py::TestSet::test_remove, test/inductor/test_ordered_set.py::TestSet::test_remove_keyerror_set, test/inductor/test_ordered_set.py::TestSet::test_remove_keyerror_unpacking, test/inductor/test_ordered_set.py::TestSet::test_rich_compare, test/inductor/test_ordered_set.py::TestSet::test_setOfFrozensets, test/inductor/test_ordered_set.py::TestSet::test_set_literal, test/inductor/test_ordered_set.py::TestSet::test_set_literal_evaluation_order, test/inductor/test_ordered_set.py::TestSet::test_set_literal_insertion_order, test/inductor/test_ordered_set.py::TestSet::test_sub, test/inductor/test_ordered_set.py::TestSet::test_sub_and_super, test/inductor/test_ordered_set.py::TestSet::test_subclass_with_custom_hash, test/inductor/test_ordered_set.py::TestSet::test_symmetric_difference, test/inductor/test_ordered_set.py::TestSet::test_symmetric_difference_update, test/inductor/test_ordered_set.py::TestSet::test_union, test/inductor/test_ordered_set.py::TestSet::test_uniquification, test/inductor/test_ordered_set.py::TestSet::test_update, test/inductor/test_ordered_set.py::TestSet::test_weakref, test/inductor/test_ordered_set.py::TestSet::test_xor, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_length, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_in, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_length, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_not_in, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_in, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_length, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_not_in, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_length, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsString::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsString::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsString::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsString::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsString::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsString::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsString::test_length, test/inductor/test_ordered_set.py::TestBasicOpsString::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsString::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsString::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsString::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsString::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsString::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsString::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsString::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsString::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_length, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_length, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_union_empty, test/inductor/test_ordered_set.py::TestExceptionPropagation::test_changingSizeWhileIterating, test/inductor/test_ordered_set.py::TestExceptionPropagation::test_instanceWithException, test/inductor/test_ordered_set.py::TestExceptionPropagation::test_instancesWithoutException, test/inductor/test_ordered_set.py::TestSetOfSets::test_constructor, test/inductor/test_ordered_set.py::TestBinaryOps::test_eq, test/inductor/test_ordered_set.py::TestBinaryOps::test_intersection_non_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_intersection_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_intersection_subset, test/inductor/test_ordered_set.py::TestBinaryOps::test_intersection_superset, test/inductor/test_ordered_set.py::TestBinaryOps::test_isdisjoint_non_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_isdisjoint_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_isdisjoint_subset, test/inductor/test_ordered_set.py::TestBinaryOps::test_isdisjoint_superset, test/inductor/test_ordered_set.py::TestBinaryOps::test_sym_difference_non_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_sym_difference_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_sym_difference_subset, test/inductor/test_ordered_set.py::TestBinaryOps::test_sym_difference_superset, test/inductor/test_ordered_set.py::TestBinaryOps::test_union_non_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_union_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_union_subset, test/inductor/test_ordered_set.py::TestBinaryOps::test_union_superset, test/inductor/test_ordered_set.py::TestUpdateOps::test_difference_method_call, test/inductor/test_ordered_set.py::TestUpdateOps::test_difference_non_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_difference_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_difference_subset, test/inductor/test_ordered_set.py::TestUpdateOps::test_difference_superset, test/inductor/test_ordered_set.py::TestUpdateOps::test_intersection_method_call, test/inductor/test_ordered_set.py::TestUpdateOps::test_intersection_non_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_intersection_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_intersection_subset, test/inductor/test_ordered_set.py::TestUpdateOps::test_intersection_superset, test/inductor/test_ordered_set.py::TestUpdateOps::test_sym_difference_method_call, test/inductor/test_ordered_set.py::TestUpdateOps::test_sym_difference_non_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_sym_difference_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_sym_difference_subset, test/inductor/test_ordered_set.py::TestUpdateOps::test_sym_difference_superset, test/inductor/test_ordered_set.py::TestUpdateOps::test_union_method_call, test/inductor/test_ordered_set.py::TestUpdateOps::test_union_non_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_union_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_union_subset, test/inductor/test_ordered_set.py::TestUpdateOps::test_union_superset, test/inductor/test_ordered_set.py::TestMutate::test_add_absent, test/inductor/test_ordered_set.py::TestMutate::test_add_present, test/inductor/test_ordered_set.py::TestMutate::test_add_until_full, test/inductor/test_ordered_set.py::TestMutate::test_clear, test/inductor/test_ordered_set.py::TestMutate::test_discard_absent, test/inductor/test_ordered_set.py::TestMutate::test_discard_present, test/inductor/test_ordered_set.py::TestMutate::test_pop, test/inductor/test_ordered_set.py::TestMutate::test_remove_absent, test/inductor/test_ordered_set.py::TestMutate::test_remove_present, test/inductor/test_ordered_set.py::TestMutate::test_remove_until_empty, test/inductor/test_ordered_set.py::TestMutate::test_update_empty_tuple, test/inductor/test_ordered_set.py::TestMutate::test_update_unit_tuple_non_overlap, test/inductor/test_ordered_set.py::TestMutate::test_update_unit_tuple_overlap, test/inductor/test_ordered_set.py::TestSubsets::test_issubset, test/inductor/test_ordered_set.py::TestSubsetEqualEmpty::test_issubset, test/inductor/test_ordered_set.py::TestSubsetEqualNonEmpty::test_issubset, test/inductor/test_ordered_set.py::TestSubsetEmptyNonEmpty::test_issubset, test/inductor/test_ordered_set.py::TestSubsetPartial::test_issubset, test/inductor/test_ordered_set.py::TestSubsetNonOverlap::test_issubset, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_union, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_update, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_union, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_update, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_union, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_update, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_union, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_update, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsString::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsString::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsString::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsString::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsString::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsString::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsString::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsString::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsString::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsString::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsString::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsString::test_union, test/inductor/test_ordered_set.py::TestOnlySetsString::test_update, test/inductor/test_ordered_set.py::TestOnlySetsString::test_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_union, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_update, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_update_operator, test/inductor/test_ordered_set.py::TestCopyingEmpty::test_copy, test/inductor/test_ordered_set.py::TestCopyingEmpty::test_deep_copy, test/inductor/test_ordered_set.py::TestCopyingSingleton::test_copy, test/inductor/test_ordered_set.py::TestCopyingSingleton::test_deep_copy, test/inductor/test_ordered_set.py::TestCopyingTriple::test_copy, test/inductor/test_ordered_set.py::TestCopyingTriple::test_deep_copy, test/inductor/test_ordered_set.py::TestCopyingTuple::test_copy, test/inductor/test_ordered_set.py::TestCopyingTuple::test_deep_copy, test/inductor/test_ordered_set.py::TestCopyingNested::test_copy, test/inductor/test_ordered_set.py::TestCopyingNested::test_deep_copy, test/inductor/test_ordered_set.py::TestIdentities::test_binopsVsSubsets, test/inductor/test_ordered_set.py::TestIdentities::test_commutativity, test/inductor/test_ordered_set.py::TestIdentities::test_exclusion, test/inductor/test_ordered_set.py::TestIdentities::test_summations, test/inductor/test_ordered_set.py::TestVariousIteratorArgs::test_constructor, test/inductor/test_ordered_set.py::TestVariousIteratorArgs::test_inline_methods, test/inductor/test_ordered_set.py::TestVariousIteratorArgs::test_inplace_methods, test/inductor/test_ordered_set.py::TestWeirdBugs::test_8420_set_merge, test/inductor/test_ordered_set.py::TestWeirdBugs::test_iter_and_mutate, test/inductor/test_ordered_set.py::TestWeirdBugs::test_merge_and_mutate, test/inductor/test_ordered_set.py::TestGraphs::test_cube, test/inductor/test_ordered_set.py::TestGraphs::test_cuboctahedron 2025-08-26T21:15:22.5212747Z 2025-08-26T21:15:22.5212838Z Running inductor/test_pad_mm 1/1 ... [2025-08-26 21:15:22.511787] 2025-08-26T21:15:22.5212997Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:15:22.5213378Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_pad_mm.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:15:22.512085] 2025-08-26T21:16:14.3764578Z 2025-08-26T21:16:14.3765669Z inductor/test_pad_mm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_pad_mm_1.1_3111fc676a328de5_.log 2025-08-26T21:16:14.3770501Z Running 18 items in this shard: test/inductor/test_pad_mm.py::PadMMTest::test_cat_pad_mm_dyn_m, test/inductor/test_pad_mm.py::PadMMTest::test_exclude_cat_padding, test/inductor/test_pad_mm.py::PadMMTest::test_exclude_padding, test/inductor/test_pad_mm.py::PadMMTest::test_original_aten_preserved_pad_mm, test/inductor/test_pad_mm.py::PadMMTest::test_pad_addmm_2d_bias, test/inductor/test_pad_mm.py::PadMMTest::test_pad_addmm_dyn_m, test/inductor/test_pad_mm.py::PadMMTest::test_pad_addmm_dyn_mn, test/inductor/test_pad_mm.py::PadMMTest::test_pad_batch, test/inductor/test_pad_mm.py::PadMMTest::test_pad_bmm_dyn_b, test/inductor/test_pad_mm.py::PadMMTest::test_pad_bmm_dyn_bm, test/inductor/test_pad_mm.py::PadMMTest::test_pad_bmm_dyn_k, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_bf16, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_dyn_k, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_dyn_m, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_dyn_mnk, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_dyn_n, test/inductor/test_pad_mm.py::PadMMTest::test_pad_single_cat, test/inductor/test_pad_mm.py::PadMMTest::test_zero_dim 2025-08-26T21:16:14.3779864Z 2025-08-26T21:16:14.3779958Z Running inductor/test_profiler 1/1 ... [2025-08-26 21:16:14.376578] 2025-08-26T21:16:14.3780139Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:16:14.3780928Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_profiler.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:16:14.376810] 2025-08-26T21:16:24.0634064Z 2025-08-26T21:16:24.0635049Z inductor/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_profiler_1.1_f7e9905b80f219fe_.log 2025-08-26T21:16:24.0637542Z Running 7 items in this shard: test/inductor/test_profiler.py::DynamoProfilerTests::test_cupti_lazy_reinit, test/inductor/test_profiler.py::DynamoProfilerTests::test_inductor_profiling_kernel_names_foreach, test/inductor/test_profiler.py::DynamoProfilerTests::test_inductor_profiling_kernel_names_pointwise, test/inductor/test_profiler.py::DynamoProfilerTests::test_inductor_profiling_kernel_names_template, test/inductor/test_profiler.py::DynamoProfilerTests::test_inductor_profiling_triton_hooks, test/inductor/test_profiler.py::DynamoProfilerTests::test_inductor_profiling_triton_launch, test/inductor/test_profiler.py::DynamoProfilerTests::test_pt2_triton_attributes 2025-08-26T21:16:24.0646061Z 2025-08-26T21:16:24.0646245Z Running inductor/test_benchmark_fusion 1/1 ... [2025-08-26 21:16:24.063367] 2025-08-26T21:16:24.0646549Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:16:24.0647241Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_benchmark_fusion.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:16:24.063672] 2025-08-26T21:16:55.3464656Z 2025-08-26T21:16:55.3466284Z inductor/test_benchmark_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_benchmark_fusion_1.1_7230fdd1de5079ea_.log 2025-08-26T21:16:55.3472992Z Running 16 items in this shard: test/inductor/test_benchmark_fusion.py::BenchmarkFusionCudaTest::test_avoid_register_spilling_cuda, test/inductor/test_benchmark_fusion.py::BenchmarkFusionCudaTest::test_foreach_kernel_cuda, test/inductor/test_benchmark_fusion.py::BenchmarkFusionCudaTest::test_register_spills_cuda, test/inductor/test_benchmark_fusion.py::BenchmarkFusionCudaTest::test_resnet18_cuda, test/inductor/test_benchmark_fusion.py::BenchmarkFusionCudaTest::test_softmax_cuda, test/inductor/test_benchmark_fusion.py::BenchmarkFusionCudaTest::test_tield_kernel_fusion_cuda, test/inductor/test_benchmark_fusion.py::BenchmarkingTest::test_benchmark_on_non_zero_device, test/inductor/test_benchmark_fusion.py::BenchmarkMultiTemplateFusionCudaTest::test_changed_layout, test/inductor/test_benchmark_fusion.py::BenchmarkMultiTemplateFusionCudaTest::test_equivalent_extern_code, test/inductor/test_benchmark_fusion.py::BenchmarkMultiTemplateFusionCudaTest::test_equivalent_template_code, test/inductor/test_benchmark_fusion.py::BenchmarkFusionCpuTest::test_avoid_register_spilling_cpu, test/inductor/test_benchmark_fusion.py::BenchmarkFusionCpuTest::test_foreach_kernel_cpu, test/inductor/test_benchmark_fusion.py::BenchmarkFusionCpuTest::test_register_spills_cpu, test/inductor/test_benchmark_fusion.py::BenchmarkFusionCpuTest::test_resnet18_cpu, test/inductor/test_benchmark_fusion.py::BenchmarkFusionCpuTest::test_softmax_cpu, test/inductor/test_benchmark_fusion.py::BenchmarkFusionCpuTest::test_tield_kernel_fusion_cpu 2025-08-26T21:16:55.3477909Z 2025-08-26T21:16:55.3478026Z Running inductor/test_gpu_cpp_wrapper 1/1 ... [2025-08-26 21:16:55.346320] 2025-08-26T21:16:55.3478266Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:16:55.3478781Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_gpu_cpp_wrapper.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:16:55.346598] 2025-08-26T21:22:53.1154076Z 2025-08-26T21:22:53.1163195Z inductor/test_gpu_cpp_wrapper 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_gpu_cpp_wrapper_1.1_1232025201a5dc36_.log 2025-08-26T21:22:53.1212402Z Running 294 items in this shard: test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_add_complex4_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_add_complex_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_adding_tensor_offsets_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_addmm_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_aoti_debug_printer_works_on_constants, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_as_strided_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_batch_norm_2d_2_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_bernoulli1_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_bitwise_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_bmm1_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_bmm2_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_buffer_use_after_remove_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_cat_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_cat_slice_cat_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_consecutive_split_cumprod_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_conv_backward_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_convolution1_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_custom_op_1_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_custom_op_2_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_custom_op_3_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_bfloat16_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_bfloat16_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_bfloat16_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_bfloat16_float64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_bfloat16_int16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_bfloat16_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_bfloat16_int64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_bfloat16_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_bfloat16_uint8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float16_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float16_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float16_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float16_float64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float16_int16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float16_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float16_int64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float16_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float16_uint8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float32_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float32_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float32_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float32_float64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float32_int16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float32_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float32_int64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float32_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float32_uint8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float64_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float64_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float64_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float64_float64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float64_int16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float64_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float64_int64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float64_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float64_uint8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_fusion_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int16_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int16_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int16_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int16_float64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int16_int16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int16_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int16_int64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int16_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int16_uint8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int32_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int32_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int32_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int32_float64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int32_int16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int32_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int32_int64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int32_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int32_uint8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int64_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int64_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int64_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int64_float64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int64_int16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int64_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int64_int64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int64_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int64_uint8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int8_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int8_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int8_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int8_float64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int8_int16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int8_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int8_int64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int8_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int8_uint8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_uint8_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_uint8_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_uint8_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_uint8_float64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_uint8_int16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_uint8_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_uint8_int64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_uint8_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_uint8_uint8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dynamic_shapes_persistent_reduction_mixed_x_dim_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_embedding_bag_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_enable_dynamic_shapes_cpp_wrapper_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_fft_real_input_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_fft_real_input_real_output_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_foreach_cpp_wrapper_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_index_put_deterministic_fallback_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_index_tensor_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_inductor_layout_optimization_input_mutations_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_insignificant_strides_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_layer_norm_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_linear1_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_linear2_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_linear_relu_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_mm_plus_mm2_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_mm_plus_mm3_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_mm_views_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_multi_device_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_multi_threading_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_pointwise_hermite_polynomial_h_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_pointwise_hermite_polynomial_he_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_pow3_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_profiler_mark_wrapper_call_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_randint_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_reduction1_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_relu_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_repeat_interleave_2_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_roi_align_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_scalar_input_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_scaled_dot_product_attention_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_scaled_dot_product_efficient_attention_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_silu_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_sort_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_sum_dtype_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_sum_int_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_transpose_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_unspec_inputs_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_unspec_inputs_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_unspec_inputs_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_unspec_inputs_float64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_unspec_inputs_int16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_unspec_inputs_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_unspec_inputs_int64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_unspec_inputs_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_unspec_inputs_uint8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_add_complex4_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_add_complex_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_adding_tensor_offsets_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_addmm_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_annotation_training, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_as_strided_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_batch_norm_2d_2_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_bernoulli1_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_bitwise_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_bmm1_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_bmm2_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_buffer_use_after_remove_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_cat_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_cat_slice_cat_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_consecutive_split_cumprod_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_conv_backward_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_convolution1_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_custom_op_1_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_custom_op_2_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_custom_op_3_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_bfloat16_bfloat16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_bfloat16_float16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_bfloat16_float32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_bfloat16_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_bfloat16_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_bfloat16_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_bfloat16_int64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_bfloat16_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_bfloat16_uint8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_bfloat16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_float16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_float32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_int64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_uint8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float32_bfloat16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float32_float16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float32_float32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float32_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float32_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float32_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float32_int64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float32_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float32_uint8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float64_bfloat16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float64_float16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float64_float32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float64_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float64_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float64_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float64_int64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float64_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float64_uint8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_fusion_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_bfloat16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_float16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_float32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_int64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_uint8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int32_bfloat16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int32_float16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int32_float32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int32_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int32_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int32_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int32_int64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int32_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int32_uint8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int64_bfloat16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int64_float16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int64_float32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int64_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int64_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int64_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int64_int64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int64_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int64_uint8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int8_bfloat16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int8_float16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int8_float32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int8_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int8_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int8_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int8_int64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int8_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int8_uint8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_uint8_bfloat16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_uint8_float16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_uint8_float32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_uint8_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_uint8_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_uint8_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_uint8_int64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_uint8_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_uint8_uint8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dynamic_shapes_persistent_reduction_mixed_x_dim_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_embedding_bag_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_enable_dynamic_shapes_cpp_wrapper_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_fft_real_input_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_fft_real_input_real_output_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_foreach_cpp_wrapper_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_index_put_deterministic_fallback_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_index_tensor_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_inductor_layout_optimization_input_mutations_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_insignificant_strides_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_layer_norm_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_linear1_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_linear2_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_linear_relu_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_mm_plus_mm2_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_mm_plus_mm3_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_mm_views_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_multi_device_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_multi_threading_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_pointwise_hermite_polynomial_h_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_pointwise_hermite_polynomial_he_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_pow3_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_profiler_mark_wrapper_call_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_randint_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_reduction1_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_relu_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_repeat_interleave_2_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_roi_align_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_scalar_input_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_scaled_dot_product_attention_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_scaled_dot_product_efficient_attention_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_silu_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_sort_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_sum_dtype_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_sum_int_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_transpose_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_unspec_inputs_bfloat16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_unspec_inputs_float16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_unspec_inputs_float32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_unspec_inputs_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_unspec_inputs_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_unspec_inputs_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_unspec_inputs_int64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_unspec_inputs_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_unspec_inputs_uint8_cuda_dynamic_shapes_gpu_wrapper 2025-08-26T21:22:53.1259072Z 2025-08-26T21:22:53.1259168Z Running inductor/test_aot_inductor_utils 1/1 ... [2025-08-26 21:22:53.115706] 2025-08-26T21:22:53.1259344Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:22:53.1259840Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_aot_inductor_utils.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:22:53.115951] 2025-08-26T21:22:58.0371931Z 2025-08-26T21:22:58.0373304Z inductor/test_aot_inductor_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_utils_1.1_8a25ceb74faeb9ff_.log 2025-08-26T21:22:58.0373725Z Running 0 items in this shard: 2025-08-26T21:22:58.0379381Z 2025-08-26T21:22:58.0379541Z Running inductor/test_compile 1/1 ... [2025-08-26 21:22:58.037050] 2025-08-26T21:22:58.0379918Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:22:58.0380416Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_compile.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:22:58.037302] 2025-08-26T21:23:08.6749522Z 2025-08-26T21:23:08.6750864Z inductor/test_compile 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_1.1_6c582a38f4fa48eb_.log 2025-08-26T21:23:08.6754430Z Running 9 items in this shard: test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_generate_debug_symbol, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_bare_module, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_export1, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_export2, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_fx, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_fx_dict_input, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_fx_tensor_return, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_make_fx, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_op_with_multiple_outputs 2025-08-26T21:23:08.6755812Z 2025-08-26T21:23:08.6755928Z Running inductor/test_cpp_wrapper_hipify 1/1 ... [2025-08-26 21:23:08.674809] 2025-08-26T21:23:08.6761718Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:23:08.6762242Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_cpp_wrapper_hipify.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:23:08.675036] 2025-08-26T21:23:11.1445957Z 2025-08-26T21:23:11.1447729Z inductor/test_cpp_wrapper_hipify 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpp_wrapper_hipify_1.1_2941ac60c1d5c818_.log 2025-08-26T21:23:11.1449623Z Running 3 items in this shard: test/inductor/test_cpp_wrapper_hipify.py::TestCppWrapperHipify::test_hipify_aoti_driver_header, test/inductor/test_cpp_wrapper_hipify.py::TestCppWrapperHipify::test_hipify_basic_declaration, test/inductor/test_cpp_wrapper_hipify.py::TestCppWrapperHipify::test_hipify_cross_platform 2025-08-26T21:23:11.1451335Z 2025-08-26T21:23:11.1452924Z Running inductor/test_custom_lowering 1/1 ... [2025-08-26 21:23:11.144683] 2025-08-26T21:23:11.1453410Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:23:11.1454505Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_custom_lowering.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:23:11.144961] 2025-08-26T21:23:18.7243969Z 2025-08-26T21:23:18.7245244Z inductor/test_custom_lowering 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_custom_lowering_1.1_69a24ba3ce6885af_.log 2025-08-26T21:23:18.7247692Z Running 5 items in this shard: test/inductor/test_custom_lowering.py::TestCustomLowering::test_jagged_to_padded_dense_sanity_cuda, test/inductor/test_custom_lowering.py::TestCustomLowering::test_jagged_to_padded_dense_zero_size, test/inductor/test_custom_lowering.py::TestCustomLowering::test_multi_inp_asm, test/inductor/test_custom_lowering.py::TestCustomLowering::test_register_lowering_custom_dict, test/inductor/test_custom_lowering.py::TestCustomLowering::test_tanh_approx 2025-08-26T21:23:18.7249534Z 2025-08-26T21:23:18.7250091Z Running inductor/test_custom_post_grad_passes 1/1 ... [2025-08-26 21:23:18.724236] 2025-08-26T21:23:18.7250596Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:23:18.7251700Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_custom_post_grad_passes.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:23:18.724517] 2025-08-26T21:23:27.4128343Z 2025-08-26T21:23:27.4129469Z inductor/test_custom_post_grad_passes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_custom_post_grad_passes_1.1_94de0f31d61d8813_.log 2025-08-26T21:23:27.4132146Z Running 6 items in this shard: test/inductor/test_custom_post_grad_passes.py::TestPostGradCustomPrePostPass::test_custom_backend_pass, test/inductor/test_custom_post_grad_passes.py::TestPostGradCustomPrePostPass::test_custom_joint_pass_post, test/inductor/test_custom_post_grad_passes.py::TestPostGradCustomPrePostPass::test_custom_joint_pass_pre, test/inductor/test_custom_post_grad_passes.py::TestPostGradCustomPrePostPass::test_custom_post_pass, test/inductor/test_custom_post_grad_passes.py::TestPostGradCustomPrePostPass::test_custom_pre_grad_pass, test/inductor/test_custom_post_grad_passes.py::TestPostGradCustomPrePostPass::test_custom_pre_pass 2025-08-26T21:23:27.4133420Z 2025-08-26T21:23:27.4133552Z Running inductor/test_fx_fusion 1/1 ... [2025-08-26 21:23:27.412764] 2025-08-26T21:23:27.4133772Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:23:27.4134299Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_fx_fusion.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:23:27.413024] 2025-08-26T21:23:30.7880018Z 2025-08-26T21:23:30.7880678Z inductor/test_fx_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_fx_fusion_1.1_f5f2efab85c3c78f_.log 2025-08-26T21:23:30.7881748Z Running 4 items in this shard: test/inductor/test_fx_fusion.py::TestFxFusion::test_linear_permute_fusion, test/inductor/test_fx_fusion.py::TestFxFusion::test_permute_bmm_fusion, test/inductor/test_fx_fusion.py::TestFxFusion::test_permute_linear_fusion, test/inductor/test_fx_fusion.py::TestFxFusion::test_sink_cat_after_pointwise 2025-08-26T21:23:30.7887757Z 2025-08-26T21:23:30.7887890Z Running inductor/test_graph_transform_observer 1/1 ... [2025-08-26 21:23:30.787836] 2025-08-26T21:23:30.7888230Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:23:30.7888670Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_graph_transform_observer.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:23:30.788076] 2025-08-26T21:23:35.3115597Z 2025-08-26T21:23:35.3116840Z inductor/test_graph_transform_observer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_graph_transform_observer_1.1_603b1f9569afb0b6_.log 2025-08-26T21:23:35.3118166Z Running 1 items in this shard: test/inductor/test_graph_transform_observer.py::TestGraphTransformObserver::test_sdpa_rewriter 2025-08-26T21:23:35.3118729Z 2025-08-26T21:23:35.3118966Z Running inductor/test_helion_kernels 1/1 ... [2025-08-26 21:23:35.311337] 2025-08-26T21:23:35.3119425Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:23:35.3120840Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_helion_kernels.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:23:35.311567] 2025-08-26T21:23:43.3915921Z 2025-08-26T21:23:43.3916756Z inductor/test_helion_kernels 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_helion_kernels_1.1_b3287323eeef8271_.log 2025-08-26T21:23:43.3917392Z Running 2 items in this shard: test/inductor/test_helion_kernels.py::HelionTests::test_add_kernel, test/inductor/test_helion_kernels.py::HelionTests::test_softmax_view_reshape 2025-08-26T21:23:43.3917703Z 2025-08-26T21:23:43.3918501Z Running inductor/test_inductor_annotations 1/1 ... [2025-08-26 21:23:43.391529] 2025-08-26T21:23:43.3918823Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:23:43.3924398Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_inductor_annotations.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:23:43.391822] 2025-08-26T21:23:50.8207672Z 2025-08-26T21:23:50.8208849Z inductor/test_inductor_annotations 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inductor_annotations_1.1_2160fda9ad4748ac_.log 2025-08-26T21:23:50.8210741Z Running 2 items in this shard: test/inductor/test_inductor_annotations.py::InductorAnnotationTestCase::test_no_annotations, test/inductor/test_inductor_annotations.py::InductorAnnotationTestCase::test_training_annotation 2025-08-26T21:23:50.8211644Z 2025-08-26T21:23:50.8211939Z Running inductor/test_inductor_utils 1/1 ... [2025-08-26 21:23:50.820768] 2025-08-26T21:23:50.8212407Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:23:50.8213532Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_inductor_utils.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:23:50.821064] 2025-08-26T21:23:54.8943301Z 2025-08-26T21:23:54.8944446Z inductor/test_inductor_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inductor_utils_1.1_9374ad0d0ebb65cf_.log 2025-08-26T21:23:54.8945805Z Running 2 items in this shard: test/inductor/test_inductor_utils.py::TestBench::test_benchmarker, test/inductor/test_inductor_utils.py::TestBench::test_do_bench_using_profiling 2025-08-26T21:23:54.8946521Z 2025-08-26T21:23:54.8954962Z Running inductor/test_kernel_optimization 1/1 ... [2025-08-26 21:23:54.894214] 2025-08-26T21:23:54.8955634Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:23:54.8956256Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_kernel_optimization.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:23:54.894516] 2025-08-26T21:24:03.6771238Z 2025-08-26T21:24:03.6773144Z inductor/test_kernel_optimization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_kernel_optimization_1.1_26872e3ae426771d_.log 2025-08-26T21:24:03.6774687Z Running 1 items in this shard: test/inductor/test_kernel_optimization.py::TestKernelOptimization::test_einsum_to_pointwise 2025-08-26T21:24:03.6775564Z 2025-08-26T21:24:03.6775898Z Running inductor/test_memory 1/1 ... [2025-08-26 21:24:03.677041] 2025-08-26T21:24:03.6776566Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:24:03.6785571Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_memory.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:24:03.677313] 2025-08-26T21:24:18.5210918Z 2025-08-26T21:24:18.5211521Z inductor/test_memory 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_memory_1.1_cd2547fcb33d2b27_.log 2025-08-26T21:24:18.5212941Z Running 8 items in this shard: test/inductor/test_memory.py::TestOperatorReorderForPeakMemory::test_fusing_reductions_increase_peak_memory, test/inductor/test_memory.py::TestOperatorReorderForPeakMemory::test_fusion_acc_large_reads, test/inductor/test_memory.py::TestOperatorReorderForPeakMemory::test_multiple_mutations_of_buf, test/inductor/test_memory.py::TestOperatorReorderForPeakMemory::test_mutation_size_propogation, test/inductor/test_memory.py::TestOperatorReorderForPeakMemory::test_reorder_peak_memory, test/inductor/test_memory.py::TestOperatorReorderForPeakMemory::test_reorder_peak_memory_bfs, test/inductor/test_memory.py::TestOperatorReorderForPeakMemory::test_reorder_peak_memory_dfs, test/inductor/test_memory.py::TestOperatorReorderForPeakMemory::test_reorder_peak_memory_lpmf 2025-08-26T21:24:18.5214122Z 2025-08-26T21:24:18.5214226Z Running inductor/test_quantization 1/1 ... [2025-08-26 21:24:18.520879] 2025-08-26T21:24:18.5214396Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:24:18.5214781Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_quantization.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:24:18.521123] 2025-08-26T21:24:33.5133209Z 2025-08-26T21:24:33.5133838Z inductor/test_quantization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_quantization_1.1_6ee3da35a708f9b5_.log 2025-08-26T21:24:33.5134528Z Running 2 items in this shard: test/inductor/test_quantization.py::TestQuantization::test_activation_quantization_aten_with_scaling, test/inductor/test_quantization.py::TestQuantization::test_activation_quantization_aten_without_scaling 2025-08-26T21:24:33.5134943Z 2025-08-26T21:24:33.5135049Z Running inductor/test_remote_cache 1/1 ... [2025-08-26 21:24:33.513157] 2025-08-26T21:24:33.5135228Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:24:33.5141421Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_remote_cache.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:24:33.513370] 2025-08-26T21:24:35.8329397Z 2025-08-26T21:24:35.8330553Z inductor/test_remote_cache 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_remote_cache_1.1_bae5deefe8fd0403_.log 2025-08-26T21:24:35.8332797Z Running 3 items in this shard: test/inductor/test_remote_cache.py::TestRemoteCache::test_failure_logging, test/inductor/test_remote_cache.py::TestRemoteCache::test_failure_no_sample, test/inductor/test_remote_cache.py::TestRemoteCache::test_normal_logging 2025-08-26T21:24:35.8333987Z 2025-08-26T21:24:35.8334243Z Running inductor/test_segmented_tree 1/1 ... [2025-08-26 21:24:35.832746] 2025-08-26T21:24:35.8334737Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:24:35.8335822Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_segmented_tree.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:24:35.833041] 2025-08-26T21:24:38.2528985Z 2025-08-26T21:24:38.2530278Z inductor/test_segmented_tree 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_segmented_tree_1.1_3c6166084b11c712_.log 2025-08-26T21:24:38.2542104Z Running 12 items in this shard: test/inductor/test_segmented_tree.py::TestSegmentedTree::test_basic_construction, test/inductor/test_segmented_tree.py::TestSegmentedTree::test_boundary_conditions, test/inductor/test_segmented_tree.py::TestSegmentedTree::test_empty_array, test/inductor/test_segmented_tree.py::TestSegmentedTree::test_full_array_range, test/inductor/test_segmented_tree.py::TestSegmentedTree::test_invalid_ranges, test/inductor/test_segmented_tree.py::TestSegmentedTree::test_max_query_matches_naive, test/inductor/test_segmented_tree.py::TestSegmentedTree::test_multiple_operations, test/inductor/test_segmented_tree.py::TestSegmentedTree::test_out_of_bounds, test/inductor/test_segmented_tree.py::TestSegmentedTree::test_overlapping_updates, test/inductor/test_segmented_tree.py::TestSegmentedTree::test_range_update, test/inductor/test_segmented_tree.py::TestSegmentedTree::test_sequential_updates_and_queries, test/inductor/test_segmented_tree.py::TestSegmentedTree::test_single_element_ranges 2025-08-26T21:24:38.2544033Z 2025-08-26T21:24:38.2544159Z Running inductor/test_smoke 1/1 ... [2025-08-26 21:24:38.252955] 2025-08-26T21:24:38.2544384Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:24:38.2544916Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_smoke.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:24:38.253214] 2025-08-26T21:24:42.7523857Z 2025-08-26T21:24:42.7524925Z inductor/test_smoke 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_smoke_1.1_b47b2cdf75977937_.log 2025-08-26T21:24:42.7525278Z 2025-08-26T21:24:42.7526693Z Running inductor/test_split_cat_fx_aten_passes 1/1 ... [2025-08-26 21:24:42.752332] 2025-08-26T21:24:42.7526966Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:24:42.7535166Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_split_cat_fx_aten_passes.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:24:42.752667] 2025-08-26T21:24:51.9373273Z 2025-08-26T21:24:51.9373907Z inductor/test_split_cat_fx_aten_passes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_split_cat_fx_aten_passes_1.1_4ba64235ee4980f2_.log 2025-08-26T21:24:51.9374946Z Running 5 items in this shard: test/inductor/test_split_cat_fx_aten_passes.py::TestSplitCatAten::test_move_view_after_cat_aten, test/inductor/test_split_cat_fx_aten_passes.py::TestSplitCatAten::test_select_cat_post_grad, test/inductor/test_split_cat_fx_aten_passes.py::TestSplitCatAten::test_split_cat_post_grad, test/inductor/test_split_cat_fx_aten_passes.py::TestSplitCatAten::test_split_cat_post_grad_singular, test/inductor/test_split_cat_fx_aten_passes.py::TestSplitCatAtenNormalizationPasses::test_split_aten_normalization 2025-08-26T21:24:51.9375672Z 2025-08-26T21:24:51.9376081Z Running inductor/test_static_cuda_launcher 1/1 ... [2025-08-26 21:24:51.937152] 2025-08-26T21:24:51.9376260Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:24:51.9376658Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_static_cuda_launcher.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:24:51.937372] 2025-08-26T21:24:56.8604987Z 2025-08-26T21:24:56.8606140Z inductor/test_static_cuda_launcher 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_static_cuda_launcher_1.1_6cd6a6bf8202206b_.log 2025-08-26T21:24:56.8613249Z Running 17 items in this shard: test/inductor/test_static_cuda_launcher.py::TestStaticCudaLauncher::test_basic, test/inductor/test_static_cuda_launcher.py::TestStaticCudaLauncher::test_basic_1arg, test/inductor/test_static_cuda_launcher.py::TestStaticCudaLauncher::test_constexpr, test/inductor/test_static_cuda_launcher.py::TestStaticCudaLauncher::test_high_shared_mem, test/inductor/test_static_cuda_launcher.py::TestStaticCudaLauncher::test_implied_constant, test/inductor/test_static_cuda_launcher.py::TestStaticCudaLauncher::test_kernel_empty_tensor, test/inductor/test_static_cuda_launcher.py::TestStaticCudaLauncher::test_kernel_many_args, test/inductor/test_static_cuda_launcher.py::TestStaticCudaLauncher::test_kernel_no_args, test/inductor/test_static_cuda_launcher.py::TestStaticCudaLauncher::test_signed_integers, test/inductor/test_static_cuda_launcher.py::TestStaticCudaLauncher::test_too_high_shared_mem, test/inductor/test_static_cuda_launcher.py::TestStaticCudaLauncher::test_unsigned_integers, test/inductor/test_static_cuda_launcher.py::TestStaticTritonCompileResult::test_any, test/inductor/test_static_cuda_launcher.py::TestStaticTritonCompileResult::test_basic_compile, test/inductor/test_static_cuda_launcher.py::TestStaticTritonCompileResult::test_disable_static_cuda_launcher, test/inductor/test_static_cuda_launcher.py::TestStaticTritonCompileResult::test_empty_tensor, test/inductor/test_static_cuda_launcher.py::TestStaticTritonCompileResult::test_incompatible_code, test/inductor/test_static_cuda_launcher.py::TestStaticTritonCompileResult::test_static_launch_user_defined_triton_kernels 2025-08-26T21:24:56.8618663Z 2025-08-26T21:24:56.8618792Z Running inductor/test_subgraph_choice 1/1 ... [2025-08-26 21:24:56.860399] 2025-08-26T21:24:56.8619040Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:24:56.8619588Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_subgraph_choice.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:24:56.860702] 2025-08-26T21:25:01.4847781Z 2025-08-26T21:25:01.4848986Z inductor/test_subgraph_choice 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_subgraph_choice_1.1_0d8fd432b2abd35a_.log 2025-08-26T21:25:01.4850778Z Running 2 items in this shard: test/inductor/test_subgraph_choice.py::TestSubgraphChoice::test_subgraph_decompose_k, test/inductor/test_subgraph_choice.py::TestSubgraphChoice::test_subgraph_freeze_layout 2025-08-26T21:25:01.4851608Z 2025-08-26T21:25:01.4857558Z Running inductor/test_torchbind 1/1 ... [2025-08-26 21:25:01.484762] 2025-08-26T21:25:01.4857823Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:25:01.4859333Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'inductor/test_torchbind.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:25:01.485050] 2025-08-26T21:25:27.2482417Z 2025-08-26T21:25:27.2483518Z inductor/test_torchbind 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchbind_1.1_3f64189d16e2d79c_.log 2025-08-26T21:25:27.2489609Z Running 16 items in this shard: test/inductor/test_torchbind.py::TestTorchbind::test_aoti_torchbind_name_collision, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_aot_compile, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_aot_compile_constant_folding, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_aoti, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_compile, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_compile_gpu_op_symint_graph_partition, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_compile_symint, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_config_not_generated, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_get_buf_bytes, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_hop_schema, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_hop_schema_no_input, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_hop_schema_no_output, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_inductor, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_input_aot_compile, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_list_return_aot_compile, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_queue 2025-08-26T21:25:27.2493402Z 2025-08-26T21:25:27.2493515Z Running test_dataloader 1/1 ... [2025-08-26 21:25:27.248301] 2025-08-26T21:25:27.2493748Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:25:27.2494301Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_dataloader.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:25:27.248524] 2025-08-26T21:26:56.3335164Z 2025-08-26T21:26:56.3337037Z test_dataloader 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_dataloader_1.1_98c875a27cc7e96d_.log 2025-08-26T21:26:56.3367517Z Running 186 items in this shard: test/test_dataloader.py::TestDatasetRandomSplit::test_incomplete_fractional_splits, test/test_dataloader.py::TestDatasetRandomSplit::test_lengths_must_equal_dataset_size, test/test_dataloader.py::TestDatasetRandomSplit::test_slicing_of_subset_of_dataset, test/test_dataloader.py::TestDatasetRandomSplit::test_slicing_of_subset_of_subset, test/test_dataloader.py::TestDatasetRandomSplit::test_splits_are_mutually_exclusive, test/test_dataloader.py::TestDatasetRandomSplit::test_splits_generator, test/test_dataloader.py::TestDatasetRandomSplit::test_splits_have_correct_size, test/test_dataloader.py::TestDatasetRandomSplit::test_splits_indexing_type, test/test_dataloader.py::TestDatasetRandomSplit::test_splits_reproducibility, test/test_dataloader.py::TestTensorDataset::test_getitem, test/test_dataloader.py::TestTensorDataset::test_getitem_1d, test/test_dataloader.py::TestTensorDataset::test_len, test/test_dataloader.py::TestTensorDataset::test_many_tensors, test/test_dataloader.py::TestTensorDataset::test_single_tensor, test/test_dataloader.py::TestStackDataset::test_empty, test/test_dataloader.py::TestStackDataset::test_getitem, test/test_dataloader.py::TestStackDataset::test_getitems, test/test_dataloader.py::TestStackDataset::test_getitems_raises_index_error, test/test_dataloader.py::TestStackDataset::test_getitems_value_error, test/test_dataloader.py::TestStackDataset::test_len, test/test_dataloader.py::TestStackDataset::test_mixed, test/test_dataloader.py::TestStackDataset::test_single, test/test_dataloader.py::TestStackDataset::test_size_mismatch, test/test_dataloader.py::TestConcatDataset::test_add_dataset, test/test_dataloader.py::TestConcatDataset::test_concat_raises_index_error, test/test_dataloader.py::TestConcatDataset::test_concat_two_non_singletons, test/test_dataloader.py::TestConcatDataset::test_concat_two_non_singletons_with_empty, test/test_dataloader.py::TestConcatDataset::test_concat_two_singletons, test/test_dataloader.py::TestConcatDataset::test_iterable_dataset_err, test/test_dataloader.py::TestDataLoader::test_batch_sampler, test/test_dataloader.py::TestDataLoader::test_builtin_collection_conversion, test/test_dataloader.py::TestDataLoader::test_bulk_loading_nobatch, test/test_dataloader.py::TestDataLoader::test_chain_iterable_style_dataset, test/test_dataloader.py::TestDataLoader::test_default_collate_bad_numpy_types, test/test_dataloader.py::TestDataLoader::test_default_collate_bad_sequence_type, test/test_dataloader.py::TestDataLoader::test_default_collate_dtype, test/test_dataloader.py::TestDataLoader::test_default_collate_mapping_keep_type, test/test_dataloader.py::TestDataLoader::test_default_collate_numpy_memmap, test/test_dataloader.py::TestDataLoader::test_default_collate_sequence_dont_keep_type, test/test_dataloader.py::TestDataLoader::test_default_collate_sequence_keep_type, test/test_dataloader.py::TestDataLoader::test_default_collate_shared_tensor, test/test_dataloader.py::TestDataLoader::test_default_convert_mapping_keep_type, test/test_dataloader.py::TestDataLoader::test_default_convert_sequence_dont_keep_type, test/test_dataloader.py::TestDataLoader::test_default_convert_sequence_keep_type, test/test_dataloader.py::TestDataLoader::test_distributed_sampler_invalid_rank, test/test_dataloader.py::TestDataLoader::test_duplicating_data_with_drop_last, test/test_dataloader.py::TestDataLoader::test_error, test/test_dataloader.py::TestDataLoader::test_error_in_init, test/test_dataloader.py::TestDataLoader::test_error_workers, test/test_dataloader.py::TestDataLoader::test_excessive_thread_creation_warning, test/test_dataloader.py::TestDataLoader::test_fd_limit_exceeded, test/test_dataloader.py::TestDataLoader::test_get_worker_info, test/test_dataloader.py::TestDataLoader::test_growing_dataset, test/test_dataloader.py::TestDataLoader::test_invalid_assign_after_init, test/test_dataloader.py::TestDataLoader::test_invalid_ctor_args_combinations, test/test_dataloader.py::TestDataLoader::test_iterable_style_dataset, test/test_dataloader.py::TestDataLoader::test_iterabledataset_len, test/test_dataloader.py::TestDataLoader::test_large_sampler_indices, test/test_dataloader.py::TestDataLoader::test_len, test/test_dataloader.py::TestDataLoader::test_multi_epochs_reproducibility, test/test_dataloader.py::TestDataLoader::test_multiple_dataloaders, test/test_dataloader.py::TestDataLoader::test_multiprocessing_contexts, test/test_dataloader.py::TestDataLoader::test_multiprocessing_iterdatapipe, test/test_dataloader.py::TestDataLoader::test_multiprocessing_iterdatapipe_with_dill, test/test_dataloader.py::TestDataLoader::test_no_segfault, test/test_dataloader.py::TestDataLoader::test_numpy, test/test_dataloader.py::TestDataLoader::test_numpy_gen_state, test/test_dataloader.py::TestDataLoader::test_numpy_scalars, test/test_dataloader.py::TestDataLoader::test_partial_workers, test/test_dataloader.py::TestDataLoader::test_proper_exit, test/test_dataloader.py::TestDataLoader::test_random_sampler, test/test_dataloader.py::TestDataLoader::test_random_sampler_len_with_replacement, test/test_dataloader.py::TestDataLoader::test_random_sampler_len_without_replacement, test/test_dataloader.py::TestDataLoader::test_sampler, test/test_dataloader.py::TestDataLoader::test_sampler_reproducibility, test/test_dataloader.py::TestDataLoader::test_segfault, test/test_dataloader.py::TestDataLoader::test_seqential_batch_workers, test/test_dataloader.py::TestDataLoader::test_seqential_batch_workers_prefetch, test/test_dataloader.py::TestDataLoader::test_sequential_batch, test/test_dataloader.py::TestDataLoader::test_sequential_nonbatch, test/test_dataloader.py::TestDataLoader::test_sequential_pin_memory, test/test_dataloader.py::TestDataLoader::test_sequential_workers, test/test_dataloader.py::TestDataLoader::test_shuffle, test/test_dataloader.py::TestDataLoader::test_shuffle_batch, test/test_dataloader.py::TestDataLoader::test_shuffle_batch_none, test/test_dataloader.py::TestDataLoader::test_shuffle_batch_workers, test/test_dataloader.py::TestDataLoader::test_shuffle_batch_workers_prefetch, test/test_dataloader.py::TestDataLoader::test_shuffle_pin_memory, test/test_dataloader.py::TestDataLoader::test_shuffle_reproducibility, test/test_dataloader.py::TestDataLoader::test_shuffle_workers, test/test_dataloader.py::TestDataLoader::test_timeout, test/test_dataloader.py::TestDataLoader::test_typing, test/test_dataloader.py::TestDataLoader::test_worker_init_fn, test/test_dataloader.py::TestDataLoader::test_worker_seed, test/test_dataloader.py::TestDataLoader::test_worker_seed_reproducibility, test/test_dataloader.py::IntegrationTestDataLoaderDataPipe::test_shuffler_iterdatapipe, test/test_dataloader.py::TestStringDataLoader::test_shuffle_pin_memory, test/test_dataloader.py::TestDictDataLoader::test_pin_memory, test/test_dataloader.py::TestDictDataLoader::test_pin_memory_device, test/test_dataloader.py::TestDictDataLoader::test_pin_memory_no_cuda, test/test_dataloader.py::TestDictDataLoader::test_pin_memory_with_only_device, test/test_dataloader.py::TestDictDataLoader::test_sequential_batch, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_batch_sampler, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_builtin_collection_conversion, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_bulk_loading_nobatch, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_chain_iterable_style_dataset, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_dataset_not_reset, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_bad_numpy_types, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_bad_sequence_type, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_dtype, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_mapping_keep_type, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_numpy_memmap, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_sequence_dont_keep_type, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_sequence_keep_type, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_shared_tensor, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_convert_mapping_keep_type, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_convert_sequence_dont_keep_type, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_convert_sequence_keep_type, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_distributed_sampler_invalid_rank, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_duplicating_data_with_drop_last, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_early_exit, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_error, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_error_in_init, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_error_workers, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_excessive_thread_creation_warning, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_fd_limit_exceeded, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_get_worker_info, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_growing_dataset, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_invalid_assign_after_init, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_invalid_ctor_args_combinations, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_iterable_style_dataset, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_iterabledataset_len, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_large_sampler_indices, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_len, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_multi_epochs_reproducibility, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_multiple_dataloaders, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_multiprocessing_contexts, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_multiprocessing_iterdatapipe, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_multiprocessing_iterdatapipe_with_dill, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_no_segfault, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_numpy, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_numpy_gen_state, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_numpy_scalars, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_partial_workers, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_proper_exit, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_random_sampler, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_random_sampler_len_with_replacement, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_random_sampler_len_without_replacement, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_sampler, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_sampler_reproducibility, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_segfault, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_seqential_batch_workers, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_seqential_batch_workers_prefetch, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_sequential_batch, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_sequential_nonbatch, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_sequential_pin_memory, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_sequential_workers, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle_batch, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle_batch_none, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle_batch_workers, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle_batch_workers_prefetch, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle_pin_memory, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle_reproducibility, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle_workers, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_timeout, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_typing, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_worker_init_fn, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_worker_seed, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_worker_seed_reproducibility, test/test_dataloader.py::TestNamedTupleDataLoader::test_dataloader_with_namedtuple, test/test_dataloader.py::TestCustomPinFn::test_custom_batch_pin, test/test_dataloader.py::TestCustomPinFn::test_custom_batch_pin_worker, test/test_dataloader.py::TestIndividualWorkerQueue::test_ind_worker_queue, test/test_dataloader.py::TestSetAffinity::test_set_affinity_in_worker_init, test/test_dataloader.py::TestConvAfterFork::test_conv_after_fork, test/test_dataloader.py::TestOutOfOrderDataLoader::test_in_order_index_ds, test/test_dataloader.py::TestOutOfOrderDataLoader::test_in_order_iterable_ds, test/test_dataloader.py::TestOutOfOrderDataLoader::test_out_of_order_index_ds, test/test_dataloader.py::TestOutOfOrderDataLoader::test_out_of_order_iterable_ds, test/test_dataloader.py::TestDataLoaderDeviceTypeCUDA::test_nested_tensor_multiprocessing_context_fork_cuda, test/test_dataloader.py::TestDataLoaderDeviceTypeCUDA::test_nested_tensor_multiprocessing_context_forkserver_cuda, test/test_dataloader.py::TestDataLoaderDeviceTypeCUDA::test_nested_tensor_multiprocessing_context_spawn_cuda, test/test_dataloader.py::TestDataLoaderDeviceTypeCUDA::test_sparse_tensor_multiprocessing_context_fork_cuda, test/test_dataloader.py::TestDataLoaderDeviceTypeCUDA::test_sparse_tensor_multiprocessing_context_forkserver_cuda, test/test_dataloader.py::TestDataLoaderDeviceTypeCUDA::test_sparse_tensor_multiprocessing_context_spawn_cuda 2025-08-26T21:26:56.3392658Z 2025-08-26T21:26:56.3392734Z Running test_overrides 1/1 ... [2025-08-26 21:26:56.333509] 2025-08-26T21:26:56.3392903Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:26:56.3393352Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_overrides.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:26:56.333767] 2025-08-26T21:27:00.1071577Z 2025-08-26T21:27:00.1071921Z test_overrides 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_overrides_1.1_da85c99dc08cb1ee_.log 2025-08-26T21:27:00.1226602Z Running 1470 items in this shard: test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_H___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_T___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase__backward_hooks___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase__base___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase__cdata___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase__grad___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase__grad_fn___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase__post_accumulate_grad_hooks___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase__version___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_data___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_device___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_dtype___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_grad___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_grad_fn___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_imag___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_cpu___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_cuda___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_ipu___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_leaf___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_maia___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_meta___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_mkldnn___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_mps___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_mtia___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_nested___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_quantized___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_sparse___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_sparse_csr___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_vulkan___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_xla___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_xpu___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_itemsize___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_layout___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_mH___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_mT___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_name___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_names___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_nbytes___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_ndim___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_output_nr___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_real___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_requires_grad___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_retains_grad___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_shape___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_volatile___get__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___add__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___and__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___array__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___array_wrap__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___bool__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___complex__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___contains__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___cuda_array_interface_____get__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___deepcopy__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___div__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___dlpack__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___dlpack_device__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___eq__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___float__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___floordiv__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___format__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___ge__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___getitem__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___gt__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___iadd__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___iand__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___idiv__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___ifloordiv__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___ilshift__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___imod__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___imul__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___index__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___int__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___invert__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___ior__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___irshift__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___isub__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___ixor__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___le__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___len__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___long__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___lshift__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___lt__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___matmul__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___mod__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___mul__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___ne__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___nonzero__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___or__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___radd__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___rand__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___rdiv__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___reduce_ex__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___repr__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___reversed__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___rfloordiv__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___rlshift__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___rmatmul__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___rmod__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___rmul__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___ror__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___rpow__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___rrshift__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___rshift__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___rsub__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___rxor__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___setitem__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___setstate__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___sub__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___truediv__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___xor__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor__autocast_to_full_precision, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor__autocast_to_reduced_precision, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor__clear_non_serializable_cached_data, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor__coalesced_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor__dimI, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor__dimV, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor__indices, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor__is_view, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor__nested_tensor_size, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor__nested_tensor_storage_offsets, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor__nested_tensor_strides, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor__nnz, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor__sparse_mask_projection, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor__to_dense, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor__update_names, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor__values, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_abs, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_abs_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_absolute, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_absolute_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_acos, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_acos_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_acosh, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_acosh_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_add, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_add_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_addbmm, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_addbmm_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_addcdiv, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_addcdiv_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_addcmul, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_addcmul_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_addmm, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_addmm_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_addmv, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_addmv_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_addr, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_addr_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_adjoint, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_align_as, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_align_to, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_all, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_allclose, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_amax, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_amin, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_aminmax, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_angle, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_any, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_apply_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_arccos, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_arccos_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_arccosh, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_arccosh_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_arcsin, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_arcsin_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_arcsinh, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_arcsinh_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_arctan, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_arctan2, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_arctan2_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_arctan_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_arctanh, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_arctanh_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_argmax, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_argmin, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_argsort, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_argwhere, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_as_strided, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_as_strided_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_as_strided_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_asin, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_asin_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_asinh, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_asinh_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_atan, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_atan2, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_atan2_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_atan_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_atanh, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_atanh_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_backward, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_baddbmm, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_baddbmm_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_bernoulli, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_bernoulli_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_bfloat16, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_bincount, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_bitwise_and, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_bitwise_and_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_bitwise_left_shift, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_bitwise_left_shift_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_bitwise_not, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_bitwise_not_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_bitwise_or, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_bitwise_or_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_bitwise_right_shift, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_bitwise_right_shift_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_bitwise_xor, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_bitwise_xor_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_bmm, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_bool, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_broadcast_to, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_byte, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cauchy_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ccol_indices, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cdouble, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ceil, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ceil_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cfloat, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_chalf, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_char, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cholesky, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cholesky_inverse, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cholesky_solve, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_chunk, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_clamp, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_clamp_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_clamp_max, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_clamp_max_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_clamp_min, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_clamp_min_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_clip, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_clip_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_clone, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_coalesce, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_col_indices, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_conj, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_conj_physical, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_conj_physical_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_contiguous, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_copy_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_copysign, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_copysign_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_corrcoef, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cos, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cos_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cosh, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cosh_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_count_nonzero, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cov, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cpu, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cross, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_crow_indices, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cuda, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cummax, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cummin, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cumprod, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cumprod_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cumsum, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_cumsum_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_data_ptr, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_deg2rad, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_deg2rad_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_dense_dim, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_dequantize, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_det, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_detach, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_detach_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_diag, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_diag_embed, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_diagflat, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_diagonal, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_diagonal_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_diff, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_digamma, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_digamma_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_dim, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_dim_order, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_dist, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_div, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_div_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_divide, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_divide_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_dot, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_double, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_dsplit, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_element_size, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_eq, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_eq_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_equal, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_erf, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_erf_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_erfc, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_erfc_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_erfinv, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_erfinv_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_exp, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_exp2, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_exp2_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_exp_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_expand, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_expand_as, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_expm1, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_expm1_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_exponential_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_fill_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_fill_diagonal_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_fix, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_fix_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_flatten, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_flip, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_fliplr, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_flipud, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_float, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_float_power, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_float_power_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_floor, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_floor_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_floor_divide, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_floor_divide_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_fmax, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_fmin, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_fmod, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_fmod_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_frac, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_frac_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_frexp, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_gather, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_gcd, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_gcd_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ge, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ge_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_geometric_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_geqrf, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ger, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_get_device, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_greater, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_greater_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_greater_equal, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_greater_equal_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_gt, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_gt_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_half, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_hardshrink, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_has_names, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_hash_tensor, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_heaviside, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_heaviside_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_histc, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_histogram, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_hsplit, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_hypot, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_hypot_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_i0, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_i0_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_igamma, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_igamma_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_igammac, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_igammac_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_index_add, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_index_add_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_index_copy, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_index_copy_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_index_fill, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_index_fill_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_index_put, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_index_put_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_index_reduce, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_index_reduce_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_index_select, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_indices, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_inner, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_int, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_int_repr, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_inverse, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ipu, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_coalesced, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_complex, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_conj, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_contiguous, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_distributed, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_floating_point, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_inference, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_neg, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_nonzero, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_pinned, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_same_size, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_set_to, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_shared, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_is_signed, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_isclose, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_isfinite, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_isinf, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_isnan, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_isneginf, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_isposinf, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_isreal, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_istft, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_item, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_kron, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_kthvalue, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_lcm, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_lcm_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ldexp, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ldexp_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_le, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_le_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_lerp, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_lerp_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_less, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_less_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_less_equal, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_less_equal_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_lgamma, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_lgamma_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_log, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_log10, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_log10_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_log1p, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_log1p_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_log2, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_log2_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_log_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_log_normal_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_log_softmax, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logaddexp, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logaddexp2, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logcumsumexp, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logdet, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logical_and, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logical_and_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logical_not, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logical_not_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logical_or, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logical_or_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logical_xor, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logical_xor_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logit, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logit_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logsumexp, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_long, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_lt, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_lt_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_lu, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_lu_solve, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_map2_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_map_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_masked_fill, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_masked_fill_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_masked_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_masked_scatter_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_masked_select, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_matmul, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_matrix_exp, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_matrix_power, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_max, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_maximum, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_mean, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_median, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_min, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_minimum, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_mm, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_mode, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_module_load, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_moveaxis, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_movedim, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_msort, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_mtia, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_mul, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_mul_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_multinomial, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_multiply, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_multiply_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_mv, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_mvlgamma, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_mvlgamma_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nan_to_num, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nan_to_num_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nanmean, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nanmedian, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nanquantile, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nansum, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_narrow, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_narrow_copy, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ndimension, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ne, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ne_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_neg, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_neg_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_negative, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_negative_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nelement, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nextafter, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nextafter_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nonzero, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nonzero_static, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_norm, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_normal_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_not_equal, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_not_equal_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_numel, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_numpy, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_orgqr, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ormqr, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_outer, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_permute, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_pin_memory, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_pinverse, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_polygamma, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_polygamma_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_positive, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_pow, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_pow_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_prelu, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_prod, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_put, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_put_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_q_per_channel_axis, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_q_per_channel_scales, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_q_per_channel_zero_points, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_q_scale, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_q_zero_point, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_qr, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_qscheme, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_quantile, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_rad2deg, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_rad2deg_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_random_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ravel, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_reciprocal, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_reciprocal_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_record_stream, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_refine_names, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_register_hook, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_register_post_accumulate_grad_hook, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_relu, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_relu_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_remainder, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_remainder_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_rename, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_rename_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_renorm, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_renorm_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_repeat, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_repeat_interleave, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_requires_grad_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_reshape, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_reshape_as, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_resize, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_resize_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_resize_as, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_resize_as_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_resize_as_sparse_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_resolve_conj, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_resolve_neg, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_retain_grad, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_roll, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_rot90, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_round, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_round_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_row_indices, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_rsqrt, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_rsqrt_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_scatter_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_scatter_add, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_scatter_add_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_scatter_reduce, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_scatter_reduce_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_select, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_select_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_set_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sgn, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sgn_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_share_memory_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_short, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sigmoid, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sigmoid_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sign, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sign_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_signbit, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sin, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sin_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sinc, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sinc_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sinh, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sinh_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_size, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_slice_inverse, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_slice_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_slogdet, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_smm, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_softmax, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sort, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sparse_dim, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sparse_mask, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sparse_resize_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sparse_resize_and_clear_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_split, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_split_with_sizes, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sqrt, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sqrt_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_square, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_square_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_squeeze, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_squeeze_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sspaddmm, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_std, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_stft, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_storage, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_storage_offset, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_storage_type, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sub, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sub_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_subtract, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_subtract_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sum, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sum_to_size, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_svd, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_swapaxes, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_swapaxes_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_swapdims, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_swapdims_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_t, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_t_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_take, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_take_along_dim, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_tan, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_tan_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_tanh, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_tanh_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_tensor_split, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_tile, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_to, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_to_dense, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_to_mkldnn, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_to_sparse, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_tolist, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_topk, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_trace, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_transpose, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_transpose_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_triangular_solve, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_tril, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_tril_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_triu, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_triu_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_true_divide, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_true_divide_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_trunc, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_trunc_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_type, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_type_as, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_unbind, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_unfold, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_uniform_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_unique, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_unique_consecutive, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_unsafe_chunk, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_unsafe_split, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_unsafe_split_with_sizes, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_unsqueeze, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_unsqueeze_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_untyped_storage, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_values, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_var, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_vdot, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_view, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_view_as, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_vsplit, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_where, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_xlogy, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_xlogy_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_xpu, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_zero_, test/test_overrides.py::TestTorchFunctionOverride::test_base, test/test_overrides.py::TestTorchFunctionOverride::test_dtype_override, test/test_overrides.py::TestTorchFunctionOverride::test_grad, test/test_overrides.py::TestTorchFunctionOverride::test_has_torch_function_non_sequence, test/test_overrides.py::TestTorchFunctionOverride::test_mean_semantics, test/test_overrides.py::TestTorchFunctionOverride::test_mm_semantics, test/test_overrides.py::TestTorchFunctionOverride::test_pow_rpow, test/test_overrides.py::TestTorchFunctionOverride::test_precedence_semantics, test/test_overrides.py::TestTorchFunctionOverride::test_tensor_subclass_propagation, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_fft, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_fft2, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_fftn, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_fftshift, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_hfft, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_hfft2, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_hfftn, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_ifft, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_ifft2, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_ifftn, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_ifftshift, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_ihfft, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_ihfft2, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_ihfftn, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_irfft, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_irfft2, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_irfftn, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_rfft, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_rfft2, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_rfftn, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_cholesky, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_cholesky_ex, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_cond, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_cross, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_det, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_diagonal, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_eig, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_eigh, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_eigvals, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_eigvalsh, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_householder_product, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_inv, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_inv_ex, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_ldl_factor, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_ldl_factor_ex, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_ldl_solve, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_lstsq, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_lu, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_lu_factor, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_lu_factor_ex, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_lu_solve, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_matmul, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_matrix_exp, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_matrix_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_matrix_power, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_matrix_rank, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_multi_dot, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_pinv, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_qr, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_slogdet, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_solve, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_solve_ex, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_solve_triangular, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_svd, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_svdvals, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_tensorinv, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_tensorsolve, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_vander, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_vecdot, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__linalg_linalg_vector_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__nn_avg_pool2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__nn_avg_pool3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__nn_gelu, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__nn_linear, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__nn_log_sigmoid, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__nn_one_hot, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__nn_scaled_dot_product_attention, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__nn_softplus, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__nn_softshrink, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_airy_ai, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_bessel_j0, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_bessel_j1, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_bessel_y0, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_bessel_y1, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_chebyshev_polynomial_t, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_chebyshev_polynomial_u, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_chebyshev_polynomial_v, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_chebyshev_polynomial_w, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_digamma, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_entr, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_erf, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_erfc, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_erfcx, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_erfinv, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_exp2, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_expit, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_expm1, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_gammainc, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_gammaincc, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_gammaln, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_hermite_polynomial_h, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_hermite_polynomial_he, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_i0, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_i0e, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_i1, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_i1e, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_laguerre_polynomial_l, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_legendre_polynomial_p, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_log1p, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_log_ndtr, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_log_softmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_logit, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_logsumexp, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_modified_bessel_i0, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_modified_bessel_i1, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_modified_bessel_k0, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_modified_bessel_k1, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_multigammaln, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_ndtr, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_ndtri, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_polygamma, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_psi, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_round, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_scaled_modified_bessel_k0, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_scaled_modified_bessel_k1, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_shifted_chebyshev_polynomial_t, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_shifted_chebyshev_polynomial_u, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_shifted_chebyshev_polynomial_v, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_shifted_chebyshev_polynomial_w, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_sinc, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_softmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_spherical_bessel_j0, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_xlog1py, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_xlogy, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__special_special_zeta, test/test_overrides.py::TestTorchFunctionOverride::test_torch__assert_async, test/test_overrides.py::TestTorchFunctionOverride::test_torch__conj_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch__functional_assert_async, test/test_overrides.py::TestTorchFunctionOverride::test_torch__fused_rms_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch__fw_primal_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch__indices_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch__lobpcg_lobpcg, test/test_overrides.py::TestTorchFunctionOverride::test_torch__lowrank_pca_lowrank, test/test_overrides.py::TestTorchFunctionOverride::test_torch__lowrank_svd_lowrank, test/test_overrides.py::TestTorchFunctionOverride::test_torch__make_dual_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch__native_batch_norm_legit, test/test_overrides.py::TestTorchFunctionOverride::test_torch__neg_view_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch__reshape_alias_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch__rowwise_prune, test/test_overrides.py::TestTorchFunctionOverride::test_torch__sparse_broadcast_to_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch__sym_acos, test/test_overrides.py::TestTorchFunctionOverride::test_torch__sym_asin, test/test_overrides.py::TestTorchFunctionOverride::test_torch__sym_atan, test/test_overrides.py::TestTorchFunctionOverride::test_torch__sym_cos, test/test_overrides.py::TestTorchFunctionOverride::test_torch__sym_cosh, test/test_overrides.py::TestTorchFunctionOverride::test_torch__sym_sin, test/test_overrides.py::TestTorchFunctionOverride::test_torch__sym_sinh, test/test_overrides.py::TestTorchFunctionOverride::test_torch__sym_sqrt, test/test_overrides.py::TestTorchFunctionOverride::test_torch__sym_tan, test/test_overrides.py::TestTorchFunctionOverride::test_torch__sym_tanh, test/test_overrides.py::TestTorchFunctionOverride::test_torch__values_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch__wrapped_linear_prepack, test/test_overrides.py::TestTorchFunctionOverride::test_torch__wrapped_quantized_linear_prepacked, test/test_overrides.py::TestTorchFunctionOverride::test_torch_abs, test/test_overrides.py::TestTorchFunctionOverride::test_torch_absolute, test/test_overrides.py::TestTorchFunctionOverride::test_torch_acos, test/test_overrides.py::TestTorchFunctionOverride::test_torch_acosh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_adaptive_avg_pool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_adaptive_max_pool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_add, test/test_overrides.py::TestTorchFunctionOverride::test_torch_addbmm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_addcdiv, test/test_overrides.py::TestTorchFunctionOverride::test_torch_addcmul, test/test_overrides.py::TestTorchFunctionOverride::test_torch_addmm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_addmv, test/test_overrides.py::TestTorchFunctionOverride::test_torch_addr, test/test_overrides.py::TestTorchFunctionOverride::test_torch_adjoint, test/test_overrides.py::TestTorchFunctionOverride::test_torch_affine_grid_generator, test/test_overrides.py::TestTorchFunctionOverride::test_torch_alias_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_all, test/test_overrides.py::TestTorchFunctionOverride::test_torch_allclose, test/test_overrides.py::TestTorchFunctionOverride::test_torch_alpha_dropout, test/test_overrides.py::TestTorchFunctionOverride::test_torch_amax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_amin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_aminmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_angle, test/test_overrides.py::TestTorchFunctionOverride::test_torch_any, test/test_overrides.py::TestTorchFunctionOverride::test_torch_arccos, test/test_overrides.py::TestTorchFunctionOverride::test_torch_arccosh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_arcsin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_arcsinh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_arctan, test/test_overrides.py::TestTorchFunctionOverride::test_torch_arctan2, test/test_overrides.py::TestTorchFunctionOverride::test_torch_arctanh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_argmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_argmin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_argsort, test/test_overrides.py::TestTorchFunctionOverride::test_torch_argwhere, test/test_overrides.py::TestTorchFunctionOverride::test_torch_as_strided_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_as_strided_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_torch_asin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_asinh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_atan, test/test_overrides.py::TestTorchFunctionOverride::test_torch_atan2, test/test_overrides.py::TestTorchFunctionOverride::test_torch_atanh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_avg_pool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_baddbmm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_batch_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_batch_norm_backward_elemt, test/test_overrides.py::TestTorchFunctionOverride::test_torch_batch_norm_backward_reduce, test/test_overrides.py::TestTorchFunctionOverride::test_torch_batch_norm_elemt, test/test_overrides.py::TestTorchFunctionOverride::test_torch_batch_norm_gather_stats, test/test_overrides.py::TestTorchFunctionOverride::test_torch_batch_norm_gather_stats_with_counts, test/test_overrides.py::TestTorchFunctionOverride::test_torch_batch_norm_stats, test/test_overrides.py::TestTorchFunctionOverride::test_torch_batch_norm_update_stats, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bernoulli, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bilinear, test/test_overrides.py::TestTorchFunctionOverride::test_torch_binary_cross_entropy_with_logits, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bincount, test/test_overrides.py::TestTorchFunctionOverride::test_torch_binomial, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bitwise_and, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bitwise_left_shift, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bitwise_not, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bitwise_or, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bitwise_right_shift, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bitwise_xor, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bmm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_broadcast_to, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bucketize, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cat, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ccol_indices_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ceil, test/test_overrides.py::TestTorchFunctionOverride::test_torch_celu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_channel_shuffle, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cholesky, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cholesky_inverse, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cholesky_solve, test/test_overrides.py::TestTorchFunctionOverride::test_torch_choose_qparams_optimized, test/test_overrides.py::TestTorchFunctionOverride::test_torch_chunk, test/test_overrides.py::TestTorchFunctionOverride::test_torch_clamp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_clamp_max, test/test_overrides.py::TestTorchFunctionOverride::test_torch_clamp_min, test/test_overrides.py::TestTorchFunctionOverride::test_torch_clip, test/test_overrides.py::TestTorchFunctionOverride::test_torch_clone, test/test_overrides.py::TestTorchFunctionOverride::test_torch_col_indices_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_column_stack, test/test_overrides.py::TestTorchFunctionOverride::test_torch_combinations, test/test_overrides.py::TestTorchFunctionOverride::test_torch_complex, test/test_overrides.py::TestTorchFunctionOverride::test_torch_concat, test/test_overrides.py::TestTorchFunctionOverride::test_torch_concatenate, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conj, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conj_physical, test/test_overrides.py::TestTorchFunctionOverride::test_torch_constant_pad_nd, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conv1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conv2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conv3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conv_tbc, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conv_transpose1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conv_transpose2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conv_transpose3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_convolution, test/test_overrides.py::TestTorchFunctionOverride::test_torch_copysign, test/test_overrides.py::TestTorchFunctionOverride::test_torch_corrcoef, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cos, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cosh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cosine_embedding_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cosine_similarity, test/test_overrides.py::TestTorchFunctionOverride::test_torch_count_nonzero, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cov, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cross, test/test_overrides.py::TestTorchFunctionOverride::test_torch_crow_indices_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ctc_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cummax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cummin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cumprod, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cumsum, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cumulative_trapezoid, test/test_overrides.py::TestTorchFunctionOverride::test_torch_deg2rad, test/test_overrides.py::TestTorchFunctionOverride::test_torch_dequantize, test/test_overrides.py::TestTorchFunctionOverride::test_torch_det, test/test_overrides.py::TestTorchFunctionOverride::test_torch_detach, test/test_overrides.py::TestTorchFunctionOverride::test_torch_detach_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_diag, test/test_overrides.py::TestTorchFunctionOverride::test_torch_diag_embed, test/test_overrides.py::TestTorchFunctionOverride::test_torch_diagflat, test/test_overrides.py::TestTorchFunctionOverride::test_torch_diagonal, test/test_overrides.py::TestTorchFunctionOverride::test_torch_diagonal_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_diagonal_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_torch_diff, test/test_overrides.py::TestTorchFunctionOverride::test_torch_digamma, test/test_overrides.py::TestTorchFunctionOverride::test_torch_dist, test/test_overrides.py::TestTorchFunctionOverride::test_torch_div, test/test_overrides.py::TestTorchFunctionOverride::test_torch_divide, test/test_overrides.py::TestTorchFunctionOverride::test_torch_dot, test/test_overrides.py::TestTorchFunctionOverride::test_torch_dropout, test/test_overrides.py::TestTorchFunctionOverride::test_torch_dsmm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_dsplit, test/test_overrides.py::TestTorchFunctionOverride::test_torch_dstack, test/test_overrides.py::TestTorchFunctionOverride::test_torch_embedding, test/test_overrides.py::TestTorchFunctionOverride::test_torch_embedding_bag, test/test_overrides.py::TestTorchFunctionOverride::test_torch_empty_like, test/test_overrides.py::TestTorchFunctionOverride::test_torch_eq, test/test_overrides.py::TestTorchFunctionOverride::test_torch_equal, test/test_overrides.py::TestTorchFunctionOverride::test_torch_erf, test/test_overrides.py::TestTorchFunctionOverride::test_torch_erfc, test/test_overrides.py::TestTorchFunctionOverride::test_torch_erfinv, test/test_overrides.py::TestTorchFunctionOverride::test_torch_exp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_exp2, test/test_overrides.py::TestTorchFunctionOverride::test_torch_expand_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_expm1, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fake_quantize_per_channel_affine, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fake_quantize_per_tensor_affine, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fbgemm_linear_fp16_weight, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fbgemm_linear_fp16_weight_fp32_activation, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fbgemm_linear_int8_weight, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fbgemm_linear_int8_weight_fp32_activation, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fbgemm_linear_quantize_weight, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fbgemm_pack_gemm_matrix_fp16, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fbgemm_pack_quantized_matrix, test/test_overrides.py::TestTorchFunctionOverride::test_torch_feature_alpha_dropout, test/test_overrides.py::TestTorchFunctionOverride::test_torch_feature_dropout, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fix, test/test_overrides.py::TestTorchFunctionOverride::test_torch_flatten, test/test_overrides.py::TestTorchFunctionOverride::test_torch_flip, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fliplr, test/test_overrides.py::TestTorchFunctionOverride::test_torch_flipud, test/test_overrides.py::TestTorchFunctionOverride::test_torch_float_power, test/test_overrides.py::TestTorchFunctionOverride::test_torch_floor, test/test_overrides.py::TestTorchFunctionOverride::test_torch_floor_divide, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fmin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fmod, test/test_overrides.py::TestTorchFunctionOverride::test_torch_frac, test/test_overrides.py::TestTorchFunctionOverride::test_torch_frexp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_frobenius_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_full_like, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_atleast_1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_atleast_2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_atleast_3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_block_diag, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_broadcast_tensors, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_cartesian_prod, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_cdist, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_chain_matmul, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_einsum, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_lu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_meshgrid, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_split, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_stft, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_tensordot, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_unique, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_unique_consecutive, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_unravel_index, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fused_moving_avg_obs_fake_quant, test/test_overrides.py::TestTorchFunctionOverride::test_torch_gather, test/test_overrides.py::TestTorchFunctionOverride::test_torch_gcd, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ge, test/test_overrides.py::TestTorchFunctionOverride::test_torch_geqrf, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ger, test/test_overrides.py::TestTorchFunctionOverride::test_torch_get_device, test/test_overrides.py::TestTorchFunctionOverride::test_torch_gradient, test/test_overrides.py::TestTorchFunctionOverride::test_torch_greater, test/test_overrides.py::TestTorchFunctionOverride::test_torch_greater_equal, test/test_overrides.py::TestTorchFunctionOverride::test_torch_grid_sampler, test/test_overrides.py::TestTorchFunctionOverride::test_torch_grid_sampler_2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_grid_sampler_3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_group_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_gru, test/test_overrides.py::TestTorchFunctionOverride::test_torch_gru_cell, test/test_overrides.py::TestTorchFunctionOverride::test_torch_gt, test/test_overrides.py::TestTorchFunctionOverride::test_torch_hardshrink, test/test_overrides.py::TestTorchFunctionOverride::test_torch_hash_tensor, test/test_overrides.py::TestTorchFunctionOverride::test_torch_heaviside, test/test_overrides.py::TestTorchFunctionOverride::test_torch_hinge_embedding_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_histc, test/test_overrides.py::TestTorchFunctionOverride::test_torch_histogram, test/test_overrides.py::TestTorchFunctionOverride::test_torch_histogramdd, test/test_overrides.py::TestTorchFunctionOverride::test_torch_hsmm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_hsplit, test/test_overrides.py::TestTorchFunctionOverride::test_torch_hstack, test/test_overrides.py::TestTorchFunctionOverride::test_torch_hypot, test/test_overrides.py::TestTorchFunctionOverride::test_torch_i0, test/test_overrides.py::TestTorchFunctionOverride::test_torch_igamma, test/test_overrides.py::TestTorchFunctionOverride::test_torch_igammac, test/test_overrides.py::TestTorchFunctionOverride::test_torch_imag, test/test_overrides.py::TestTorchFunctionOverride::test_torch_index_add, test/test_overrides.py::TestTorchFunctionOverride::test_torch_index_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_index_fill, test/test_overrides.py::TestTorchFunctionOverride::test_torch_index_put, test/test_overrides.py::TestTorchFunctionOverride::test_torch_index_reduce, test/test_overrides.py::TestTorchFunctionOverride::test_torch_index_select, test/test_overrides.py::TestTorchFunctionOverride::test_torch_indices_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_inner, test/test_overrides.py::TestTorchFunctionOverride::test_torch_instance_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_int_repr, test/test_overrides.py::TestTorchFunctionOverride::test_torch_inverse, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_complex, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_conj, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_distributed, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_floating_point, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_inference, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_neg, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_nonzero, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_same_size, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_signed, test/test_overrides.py::TestTorchFunctionOverride::test_torch_isclose, test/test_overrides.py::TestTorchFunctionOverride::test_torch_isfinite, test/test_overrides.py::TestTorchFunctionOverride::test_torch_isin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_isinf, test/test_overrides.py::TestTorchFunctionOverride::test_torch_isnan, test/test_overrides.py::TestTorchFunctionOverride::test_torch_isneginf, test/test_overrides.py::TestTorchFunctionOverride::test_torch_isposinf, test/test_overrides.py::TestTorchFunctionOverride::test_torch_isreal, test/test_overrides.py::TestTorchFunctionOverride::test_torch_istft, test/test_overrides.py::TestTorchFunctionOverride::test_torch_kl_div, test/test_overrides.py::TestTorchFunctionOverride::test_torch_kron, test/test_overrides.py::TestTorchFunctionOverride::test_torch_kthvalue, test/test_overrides.py::TestTorchFunctionOverride::test_torch_layer_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_lcm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ldexp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_le, test/test_overrides.py::TestTorchFunctionOverride::test_torch_lerp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_less, test/test_overrides.py::TestTorchFunctionOverride::test_torch_less_equal, test/test_overrides.py::TestTorchFunctionOverride::test_torch_lgamma, test/test_overrides.py::TestTorchFunctionOverride::test_torch_log, test/test_overrides.py::TestTorchFunctionOverride::test_torch_log10, test/test_overrides.py::TestTorchFunctionOverride::test_torch_log1p, test/test_overrides.py::TestTorchFunctionOverride::test_torch_log2, test/test_overrides.py::TestTorchFunctionOverride::test_torch_log_softmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logaddexp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logaddexp2, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logcumsumexp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logdet, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logical_and, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logical_not, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logical_or, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logical_xor, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logit, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logsumexp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_lstm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_lstm_cell, test/test_overrides.py::TestTorchFunctionOverride::test_torch_lt, test/test_overrides.py::TestTorchFunctionOverride::test_torch_lu_solve, test/test_overrides.py::TestTorchFunctionOverride::test_torch_lu_unpack, test/test_overrides.py::TestTorchFunctionOverride::test_torch_margin_ranking_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_masked_fill, test/test_overrides.py::TestTorchFunctionOverride::test_torch_masked_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_torch_masked_select, test/test_overrides.py::TestTorchFunctionOverride::test_torch_matmul, test/test_overrides.py::TestTorchFunctionOverride::test_torch_matrix_exp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_matrix_power, test/test_overrides.py::TestTorchFunctionOverride::test_torch_max, test/test_overrides.py::TestTorchFunctionOverride::test_torch_max_pool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_max_pool1d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_max_pool2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_max_pool3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_maximum, test/test_overrides.py::TestTorchFunctionOverride::test_torch_mean, test/test_overrides.py::TestTorchFunctionOverride::test_torch_median, test/test_overrides.py::TestTorchFunctionOverride::test_torch_min, test/test_overrides.py::TestTorchFunctionOverride::test_torch_minimum, test/test_overrides.py::TestTorchFunctionOverride::test_torch_miopen_batch_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_miopen_convolution, test/test_overrides.py::TestTorchFunctionOverride::test_torch_miopen_convolution_add_relu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_miopen_convolution_relu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_miopen_convolution_transpose, test/test_overrides.py::TestTorchFunctionOverride::test_torch_miopen_depthwise_convolution, test/test_overrides.py::TestTorchFunctionOverride::test_torch_miopen_rnn, test/test_overrides.py::TestTorchFunctionOverride::test_torch_mode, test/test_overrides.py::TestTorchFunctionOverride::test_torch_moveaxis, test/test_overrides.py::TestTorchFunctionOverride::test_torch_movedim, test/test_overrides.py::TestTorchFunctionOverride::test_torch_msort, test/test_overrides.py::TestTorchFunctionOverride::test_torch_mul, test/test_overrides.py::TestTorchFunctionOverride::test_torch_multinomial, test/test_overrides.py::TestTorchFunctionOverride::test_torch_multiply, test/test_overrides.py::TestTorchFunctionOverride::test_torch_mv, test/test_overrides.py::TestTorchFunctionOverride::test_torch_mvlgamma, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nan_to_num, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nanmean, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nanmedian, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nanquantile, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nansum, test/test_overrides.py::TestTorchFunctionOverride::test_torch_narrow, test/test_overrides.py::TestTorchFunctionOverride::test_torch_narrow_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_native_batch_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_native_channel_shuffle, test/test_overrides.py::TestTorchFunctionOverride::test_torch_native_dropout, test/test_overrides.py::TestTorchFunctionOverride::test_torch_native_group_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_native_layer_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_native_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ne, test/test_overrides.py::TestTorchFunctionOverride::test_torch_neg, test/test_overrides.py::TestTorchFunctionOverride::test_torch_negative, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nextafter, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional__threshold, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_adaptive_avg_pool2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_adaptive_avg_pool3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_adaptive_max_pool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_adaptive_max_pool1d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_adaptive_max_pool2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_adaptive_max_pool2d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_adaptive_max_pool3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_adaptive_max_pool3d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_affine_grid, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_alpha_dropout, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_batch_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_binary_cross_entropy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_binary_cross_entropy_with_logits, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_celu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_cosine_embedding_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_cross_entropy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_ctc_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_dropout, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_dropout1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_dropout2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_dropout3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_elu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_embedding, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_embedding_bag, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_feature_alpha_dropout, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_fold, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_fractional_max_pool2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_fractional_max_pool2d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_fractional_max_pool3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_fractional_max_pool3d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_gaussian_nll_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_glu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_grid_sample, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_group_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_gumbel_softmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_hardtanh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_hinge_embedding_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_huber_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_instance_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_interpolate, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_kl_div, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_l1_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_layer_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_leaky_relu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_local_response_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_log_softmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_lp_pool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_lp_pool2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_lp_pool3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_margin_ranking_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_pool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_pool1d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_pool2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_pool2d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_pool3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_pool3d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_unpool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_unpool2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_unpool3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_mish, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_mse_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_multi_head_attention_forward, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_multi_margin_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_multilabel_margin_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_multilabel_soft_margin_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_nll_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_normalize, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_pad, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_poisson_nll_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_relu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_relu6, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_rms_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_rrelu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_selu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_silu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_smooth_l1_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_soft_margin_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_softmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_softmin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_softsign, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_tanhshrink, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_triplet_margin_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_triplet_margin_with_distance_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_unfold, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_init_constant_, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_init_kaiming_uniform_, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_init_normal_, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_init_uniform_, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nonzero, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nonzero_static, test/test_overrides.py::TestTorchFunctionOverride::test_torch_norm_except_dim, test/test_overrides.py::TestTorchFunctionOverride::test_torch_not_equal, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nuclear_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_numel, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ones_like, test/test_overrides.py::TestTorchFunctionOverride::test_torch_orgqr, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ormqr, test/test_overrides.py::TestTorchFunctionOverride::test_torch_outer, test/test_overrides.py::TestTorchFunctionOverride::test_torch_pairwise_distance, test/test_overrides.py::TestTorchFunctionOverride::test_torch_pdist, test/test_overrides.py::TestTorchFunctionOverride::test_torch_permute, test/test_overrides.py::TestTorchFunctionOverride::test_torch_permute_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_pinverse, test/test_overrides.py::TestTorchFunctionOverride::test_torch_pixel_shuffle, test/test_overrides.py::TestTorchFunctionOverride::test_torch_pixel_unshuffle, test/test_overrides.py::TestTorchFunctionOverride::test_torch_poisson, test/test_overrides.py::TestTorchFunctionOverride::test_torch_poisson_nll_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_polar, test/test_overrides.py::TestTorchFunctionOverride::test_torch_polygamma, test/test_overrides.py::TestTorchFunctionOverride::test_torch_positive, test/test_overrides.py::TestTorchFunctionOverride::test_torch_pow, test/test_overrides.py::TestTorchFunctionOverride::test_torch_prelu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_prod, test/test_overrides.py::TestTorchFunctionOverride::test_torch_put, test/test_overrides.py::TestTorchFunctionOverride::test_torch_q_per_channel_axis, test/test_overrides.py::TestTorchFunctionOverride::test_torch_q_per_channel_scales, test/test_overrides.py::TestTorchFunctionOverride::test_torch_q_per_channel_zero_points, test/test_overrides.py::TestTorchFunctionOverride::test_torch_q_scale, test/test_overrides.py::TestTorchFunctionOverride::test_torch_q_zero_point, test/test_overrides.py::TestTorchFunctionOverride::test_torch_qr, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantile, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantize_per_channel, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantize_per_tensor, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantize_per_tensor_dynamic, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantized_batch_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantized_gru_cell, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantized_lstm_cell, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantized_max_pool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantized_max_pool2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantized_max_pool3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantized_rnn_relu_cell, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantized_rnn_tanh_cell, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rad2deg, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rand_like, test/test_overrides.py::TestTorchFunctionOverride::test_torch_randint_like, test/test_overrides.py::TestTorchFunctionOverride::test_torch_randn_like, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ravel, test/test_overrides.py::TestTorchFunctionOverride::test_torch_real, test/test_overrides.py::TestTorchFunctionOverride::test_torch_reciprocal, test/test_overrides.py::TestTorchFunctionOverride::test_torch_relu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_remainder, test/test_overrides.py::TestTorchFunctionOverride::test_torch_renorm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_repeat_interleave, test/test_overrides.py::TestTorchFunctionOverride::test_torch_reshape, test/test_overrides.py::TestTorchFunctionOverride::test_torch_resolve_conj, test/test_overrides.py::TestTorchFunctionOverride::test_torch_resolve_neg, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rms_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rnn_relu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rnn_relu_cell, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rnn_tanh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rnn_tanh_cell, test/test_overrides.py::TestTorchFunctionOverride::test_torch_roll, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rot90, test/test_overrides.py::TestTorchFunctionOverride::test_torch_round, test/test_overrides.py::TestTorchFunctionOverride::test_torch_row_indices_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_row_stack, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rrelu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rsqrt, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rsub, test/test_overrides.py::TestTorchFunctionOverride::test_torch_saddmm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_torch_scatter_add, test/test_overrides.py::TestTorchFunctionOverride::test_torch_scatter_reduce, test/test_overrides.py::TestTorchFunctionOverride::test_torch_searchsorted, test/test_overrides.py::TestTorchFunctionOverride::test_torch_segment_reduce, test/test_overrides.py::TestTorchFunctionOverride::test_torch_select, test/test_overrides.py::TestTorchFunctionOverride::test_torch_select_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_select_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_torch_selu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sgn, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sigmoid, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sign, test/test_overrides.py::TestTorchFunctionOverride::test_torch_signbit, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sinc, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sinh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_slice_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_slice_inverse, test/test_overrides.py::TestTorchFunctionOverride::test_torch_slice_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_torch_slogdet, test/test_overrides.py::TestTorchFunctionOverride::test_torch_smm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_softmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sort, test/test_overrides.py::TestTorchFunctionOverride::test_torch_split_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_split_with_sizes, test/test_overrides.py::TestTorchFunctionOverride::test_torch_split_with_sizes_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sqrt, test/test_overrides.py::TestTorchFunctionOverride::test_torch_square, test/test_overrides.py::TestTorchFunctionOverride::test_torch_squeeze, test/test_overrides.py::TestTorchFunctionOverride::test_torch_squeeze_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_stack, test/test_overrides.py::TestTorchFunctionOverride::test_torch_std, test/test_overrides.py::TestTorchFunctionOverride::test_torch_std_mean, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sub, test/test_overrides.py::TestTorchFunctionOverride::test_torch_subtract, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sum, test/test_overrides.py::TestTorchFunctionOverride::test_torch_svd, test/test_overrides.py::TestTorchFunctionOverride::test_torch_swapaxes, test/test_overrides.py::TestTorchFunctionOverride::test_torch_swapdims, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sym_float, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sym_int, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sym_ite, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sym_max, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sym_min, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sym_not, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sym_sum, test/test_overrides.py::TestTorchFunctionOverride::test_torch_t, test/test_overrides.py::TestTorchFunctionOverride::test_torch_t_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_take, test/test_overrides.py::TestTorchFunctionOverride::test_torch_take_along_dim, test/test_overrides.py::TestTorchFunctionOverride::test_torch_tan, test/test_overrides.py::TestTorchFunctionOverride::test_torch_tanh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_tensor_split, test/test_overrides.py::TestTorchFunctionOverride::test_torch_threshold, test/test_overrides.py::TestTorchFunctionOverride::test_torch_tile, test/test_overrides.py::TestTorchFunctionOverride::test_torch_topk, test/test_overrides.py::TestTorchFunctionOverride::test_torch_trace, test/test_overrides.py::TestTorchFunctionOverride::test_torch_transpose, test/test_overrides.py::TestTorchFunctionOverride::test_torch_transpose_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_trapezoid, test/test_overrides.py::TestTorchFunctionOverride::test_torch_trapz, test/test_overrides.py::TestTorchFunctionOverride::test_torch_triangular_solve, test/test_overrides.py::TestTorchFunctionOverride::test_torch_tril, test/test_overrides.py::TestTorchFunctionOverride::test_torch_triplet_margin_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_triu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_true_divide, test/test_overrides.py::TestTorchFunctionOverride::test_torch_trunc, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unbind, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unbind_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unflatten, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unfold_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unsafe_chunk, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unsafe_split, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unsafe_split_with_sizes, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unsqueeze, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unsqueeze_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_values_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_var, test/test_overrides.py::TestTorchFunctionOverride::test_torch_var_mean, test/test_overrides.py::TestTorchFunctionOverride::test_torch_vdot, test/test_overrides.py::TestTorchFunctionOverride::test_torch_view_as_complex, test/test_overrides.py::TestTorchFunctionOverride::test_torch_view_as_complex_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_view_as_real, test/test_overrides.py::TestTorchFunctionOverride::test_torch_view_as_real_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_view_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_vsplit, test/test_overrides.py::TestTorchFunctionOverride::test_torch_vstack, test/test_overrides.py::TestTorchFunctionOverride::test_torch_where, test/test_overrides.py::TestTorchFunctionOverride::test_torch_xlogy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_zeros_like, test/test_overrides.py::TestTorchFunctionOverride::test_user_implementation_raises, test/test_overrides.py::TestEinsumOverride::test_wrapper, test/test_overrides.py::TestGradCheckOverride::test_gradcheck, test/test_overrides.py::TestNamedTuple::test_max, test/test_overrides.py::TestGradNewOnesOverride::test_newones, test/test_overrides.py::TestPickle::test_pickle, test/test_overrides.py::TestBroadcastAllOverride::test_broadcast_all, test/test_overrides.py::TestWrapTorchFunction::test_wrap_torch_function, test/test_overrides.py::TestIndexing::test_getitem, test/test_overrides.py::TestIndexing::test_getitem_subclass, test/test_overrides.py::TestIndexing::test_setitem, test/test_overrides.py::TestIndexing::test_setitem_subclass, test/test_overrides.py::TestIndexing::test_setitem_val, test/test_overrides.py::TestIterator::test_iterator, test/test_overrides.py::TestRNN::test_rnn, test/test_overrides.py::TestDisabledTorchFunction::test_parameter_does_not_prevent_dispatch, test/test_overrides.py::TestResolveName::test_resolve_name, test/test_overrides.py::TestTorchFunctionWarning::test_warn_on_invalid_torch_function_standalone_class, test/test_overrides.py::TestTorchFunctionWarning::test_warn_on_invalid_torch_function_tensor_subclass, test/test_overrides.py::TestDisabledUserWarnings::test_no_implicit_user_warning_for_deprecated_functions, test/test_overrides.py::TestTorchFunctionMode::test_all_same_mode, test/test_overrides.py::TestTorchFunctionMode::test_basic, test/test_overrides.py::TestTorchFunctionMode::test_custom_device_type, test/test_overrides.py::TestTorchFunctionMode::test_device_context_semantics, test/test_overrides.py::TestTorchFunctionMode::test_disable_enable_subclass, test/test_overrides.py::TestTorchFunctionMode::test_disable_enable_torch_function_ctx, test/test_overrides.py::TestTorchFunctionMode::test_disable_subclass_mode, test/test_overrides.py::TestTorchFunctionMode::test_disable_subclass_not_mode, test/test_overrides.py::TestTorchFunctionMode::test_distributions_bernoulli, test/test_overrides.py::TestTorchFunctionMode::test_error_using_class_method_on_mode, test/test_overrides.py::TestTorchFunctionMode::test_factory_override, test/test_overrides.py::TestTorchFunctionMode::test_get_cur_mode, test/test_overrides.py::TestTorchFunctionMode::test_get_mode_stack, test/test_overrides.py::TestTorchFunctionMode::test_getitem_call, test/test_overrides.py::TestTorchFunctionMode::test_mode_notimplemented_loop, test/test_overrides.py::TestTorchFunctionMode::test_modes_handle_first, test/test_overrides.py::TestTorchFunctionMode::test_modes_return_notimplemented, test/test_overrides.py::TestTorchFunctionMode::test_nested_modes_with_python_has_torch_function, test/test_overrides.py::TestTorchFunctionMode::test_nested_same_mode, test/test_overrides.py::TestTorchFunctionMode::test_nn_parse_to, test/test_overrides.py::TestTorchFunctionMode::test_reentrant_mode_idiom, test/test_overrides.py::TestTorchFunctionMode::test_restacking_with_ancestor, test/test_overrides.py::TestTorchFunctionMode::test_subclass_hash, test/test_overrides.py::TestTorchFunctionMode::test_torch_function_all_disabled_api, test/test_overrides.py::TestTorchFunctionMode::test_with_mode, test/test_overrides.py::TestTorchFunctionMode::test_with_mode_created_separately, test/test_overrides.py::TestTorchFunctionMode::test_with_nested_modes 2025-08-26T21:27:00.1377460Z 2025-08-26T21:27:00.1382662Z Running functorch/test_ops 1/4 ... [2025-08-26 21:27:00.108172] 2025-08-26T21:27:00.1382849Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:27:00.1383242Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'functorch/test_ops.py', '--shard-id=1', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:27:00.108381] 2025-08-26T21:59:31.1672340Z 2025-08-26T21:59:31.1673046Z PRINTING LOG FILE of functorch/test_ops 1/4 (test/test-reports/functorch.test_ops_1.4_f780c88dbb7ecde5_.log) 2025-08-26T21:59:31.1674209Z /opt/conda/envs/py_3.12/lib/python3.12/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-26T21:59:31.1675105Z import pkg_resources 2025-08-26T21:59:31.1675493Z Test results will be stored in test-reports/python-pytest/functorch.test_ops/functorch.test_ops-f8996f83a854c890.xml 2025-08-26T21:59:31.1675934Z ============================= test session starts ============================== 2025-08-26T21:59:31.1676324Z platform linux -- Python 3.12.11, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.12/bin/python 2025-08-26T21:59:31.1676656Z cachedir: .pytest_cache 2025-08-26T21:59:31.1683402Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-08-26T21:59:31.1684184Z rootdir: /var/lib/jenkins/pytorch 2025-08-26T21:59:31.1684376Z configfile: pytest.ini 2025-08-26T21:59:31.1684736Z plugins: hypothesis-5.35.1, subtests-0.13.1, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, xdist-3.3.1, xdoctest-1.1.0, typeguard-4.3.0 2025-08-26T21:59:31.1685256Z collecting ... collected 10221 items 2025-08-26T21:59:31.1685487Z stepcurrent: Cannot find last run test, not skipping 2025-08-26T21:59:31.2005137Z Running 2549 items in this shard: test/functorch/test_ops.py::TestOperatorsCUDA::test_data_write_errors_under_transform_cuda, test/functorch/test_ops.py::TestOperatorsCUDA::test_extremal_numerics_cross_entropy_cuda, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad___rdiv___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad___rmod___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad__unsafe_masked_index_put_accumulate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_addcdiv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_aminmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_atleast_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_baddbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_bernoulli_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_bfloat16_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_broadcast_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ceil_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_char_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cholesky_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_constant_pad_nd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_corrcoef_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_diag_embed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_div_no_rounding_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_div_trunc_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_eq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_equal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_erfinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_exp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_hfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_hfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_rfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_rfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_flipud_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_float_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_float_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_floor_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_full_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_grid_sampler_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_heaviside_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_histc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_isinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_jiterator_4inputs_with_extra_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_kron_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ldexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_cholesky_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_cond_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_det_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_householder_product_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_inv_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_ldl_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_multi_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_slogdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_svdvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_tensorinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_log_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_long_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_matmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_maximum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_msort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_adaptive_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_cosine_similarity_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_dropout3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_elu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_gaussian_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_hardtanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_max_unpool1d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_pixel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_selu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_softsign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_norm_nuc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_positive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_pow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_reciprocal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_resize__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_roll_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_scatter_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_scatter_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_scatter_reduce_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_short_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_signal_windows_bartlett_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_polygamma_special_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_t_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_tan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_transpose_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_triu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_unfold_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_unsqueeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_var_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp___getitem___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp___rmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp___rsub___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp__native_batch_norm_legit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp__segment_reduce_lengths_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_abs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_addcmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_addmv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_allclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_angle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_as_strided_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_as_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_atleast_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_bmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_bucketize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_clamp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_clamp_max_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_clone_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_count_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_deg2rad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_diag_embed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_diagflat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_diagonal_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_dist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_div_no_rounding_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_double_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_eq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_erfinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_expand_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_fft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_fft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_hfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_hfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_ifft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_irfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_flipud_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_grid_sampler_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_hypot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_index_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_index_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_item_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_cond_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_matrix_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_multi_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_pinv_singular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_slogdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_tensorinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_logical_xor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_logspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_max_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_minimum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_msort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_multinomial_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_adaptive_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_dropout2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_gaussian_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_unpool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_unpool1d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_multilabel_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_poisson_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_smooth_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nonzero_static_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_positive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ravel_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_reciprocal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_renorm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_resize__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_resolve_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_round_decimals_neg_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_scatter_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_general_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_nuttall_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_slice_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_shifted_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_zeta_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sum_to_size_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_trace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_transpose_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_triangular_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_triu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_unbind_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_unfold_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_vsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp___rmatmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp___rmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp___rpow___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__chunk_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__softmax_backward_data_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_abs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_acos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_allclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_angle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_argwhere_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_as_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_asinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_atan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_atleast_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_block_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_bool_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_byte_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cdouble_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cfloat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_clamp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cumulative_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_digamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_dist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_div_no_rounding_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_div_trunc_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_eq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_equal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_expand_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_eye_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_fft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_hfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_ifft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_ifftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_ihfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_ihfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_irfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_flatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fliplr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_flipud_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_floor_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_frac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_geometric_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_half_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_hsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_int_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_isfinite_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_item_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_cholesky_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_eigvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_inv_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_slogdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_solve_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_tensorsolve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_vector_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logcumsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logical_or_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_meshgrid_list_of_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_min_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nanmean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_adaptive_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_group_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_local_response_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_multi_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pairwise_distance_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_rms_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_softsign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_threshold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_norm_nuc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_reshape_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_resolve_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_resolve_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_rot90_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_rsub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_searchsorted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_select_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_short_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_signal_windows_blackman_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_bessel_j1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_erfcx_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_log_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_split_with_sizes_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_t_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_take_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_torch_ops_aten__safe_softmax_default_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_trace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_triangular_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unbind_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unfold_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unsafe_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unsqueeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_vsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_bool_raises_topk_cuda_bool, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_argmax_cuda_complex64, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_ceil_cuda_complex32, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_gt_cuda_complex64, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_maximum_cuda_complex128, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_sort_cuda_complex32, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_sort_cuda_complex64, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_contiguous_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_expand_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_flatten_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_flatten_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_dsplit_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_split_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_unbind_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_mH_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_mT_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_movedim_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_permute_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_positive_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_resolve_neg_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_special_grad_op_jvp_cuda, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_special_grad_op_vjp_cuda, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_squeeze_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_squeeze_multiple_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_unfold_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_unsqueeze_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_view_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_H_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp___getitem___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp__batch_norm_with_update_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp__chunk_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp__segment_reduce_lengths_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_addbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_addmm_decomposed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_addr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_argwhere_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_atan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_bfloat16_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_bfloat16_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_bmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_broadcast_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_bucketize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_byte_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cauchy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_ceil_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cfloat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_char_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_clamp_max_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_clone_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_column_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cov_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cummin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cumulative_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_diag_embed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_diff_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_dist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_div_trunc_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_dstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_empty_permuted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_irfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_flip_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_float_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_floor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_geometric_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_histc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isfinite_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isposinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_item_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_cholesky_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_eigvalsh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_matrix_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_pinv_singular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_slogdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_svdvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_tensorinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_tensorsolve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_log1p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logaddexp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logcumsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logical_xor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_mH_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_matmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nanmean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nanmedian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_adaptive_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_stride_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_elu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_embedding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_leaky_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_max_unpool1d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_pixel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_threshold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_triplet_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_ormqr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_polar_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_positive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_resolve_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_rot90_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_round_decimals_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_round_decimals_neg_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_bartlett_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_gaussian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_general_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_general_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_nuttall_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_bessel_j1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_entr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_log_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_modified_bessel_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_scaled_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_xlog1py_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_split_with_sizes_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_torch_ops_aten__efficient_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_unflatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_unfold_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_unsafe_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_unsqueeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_vsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_zeros_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_H_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp__native_batch_norm_legit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_abs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_acosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_allclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_aminmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_argsort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_as_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_asinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_bfloat16_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_bool_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cholesky_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_clamp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_clamp_max_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_column_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_count_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cummax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_diagflat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_digamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_div_trunc_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_erfinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_fftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_ihfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_grid_sampler_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_half_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_histc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_isinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_isposinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_eig_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_inv_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_ldl_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_multi_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_svdvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_tensorsolve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_logical_and_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_max_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_min_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nanmedian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_narrow_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_new_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_new_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_adaptive_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_batch_norm_without_cudnn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_embedding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_group_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_local_response_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_margin_ranking_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_max_unpool1d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_rms_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_selu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_upsample_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_reciprocal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_resize__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_round_decimals_neg_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_scatter_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_scatter_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_sgn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_short_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_signal_windows_gaussian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_signal_windows_general_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_signal_windows_general_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_signal_windows_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_signal_windows_nuttall_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_modified_bessel_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_unbind_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjpvmap_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjpvmap_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjpvmap_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjpvmap_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjpvmap_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjpvmap_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_T_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap___getitem___functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap___rmod___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap__batch_norm_with_update_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap__unsafe_masked_index_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_acos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_addcmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_addmm_decomposed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_alias_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_angle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_asinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_bfloat16_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_bool_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_broadcast_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_byte_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_cdouble_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_clone_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_constant_pad_nd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_copysign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_cos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_cosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_double_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_empty_permuted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_equal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_expand_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fft_fftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fft_ifft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fft_ifftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fft_ihfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fft_ihfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fft_irfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_float_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_floor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_gather_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_histc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_hsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_int_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_isfinite_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_isposinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_item_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_jiterator_4inputs_with_extra_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_jiterator_binary_return_by_ref_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_lerp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_cholesky_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_cond_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_eig_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_solve_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_log1p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_log_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_logcumsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_logical_or_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_mH_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_min_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nansum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_narrow_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_native_dropout_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_native_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_new_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_binary_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv2d_strided_padding_dilation_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_leaky_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_multilabel_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_pad_reflect_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_pdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_selu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_smooth_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_softplus_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_pow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_rad2deg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_renorm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_searchsorted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_signal_windows_bartlett_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_signal_windows_general_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_signal_windows_general_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_signal_windows_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_signal_windows_hann_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_slice_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_sort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_bessel_j1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_hermite_polynomial_h_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_legendre_polynomial_p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_shifted_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_xlog1py_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_squeeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_t_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_tan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_unbind_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_unflatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_unique_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_unsafe_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_var_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_H_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_NumpyMulAutogradFunction_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_NumpySortAutogradFunction_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___getitem___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___radd___cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___rmatmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___rmatmul___cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___rmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___rsub___cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__batch_norm_with_update_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__chunk_cat_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__segment_reduce_lengths_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__softmax_backward_data_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_acos_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addcmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addmm_decomposed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_alias_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_all_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_allclose_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_any_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_argsort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_argwhere_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_argwhere_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_as_strided_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_as_strided_partial_views_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_atan_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_atanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_bernoulli_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_bfloat16_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_bfloat16_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_bmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_bucketize_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_byte_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_byte_functorch_no_channels_last_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cat_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cdist_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cdouble_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cfloat_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cholesky_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_column_stack_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_combinations_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_contiguous_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_corrcoef_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_corrcoef_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cov_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cummin_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cumsum_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cumulative_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_deg2rad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diag_embed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diagonal_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diagonal_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diff_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_dist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_dist_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_div_no_rounding_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_empty_like_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_empty_permuted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_erfinv_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_expand_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_expm1_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_fft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_fft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_fftshift_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_hfft2_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_ihfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_irfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_irfft2_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_irfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_rfft2_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_rfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fill_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_flip_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fliplr_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_flipud_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_float_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_floor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_frac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_frexp_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ge_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_grid_sampler_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_hash_tensor_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_histc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_hypot_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_igamma_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_fill_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_reduce_amax_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_reduce_amin_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_int_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isfinite_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_4inputs_with_extra_args_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_kron_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_cholesky_ex_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_cond_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_cross_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_eigh_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_eigvals_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_eigvalsh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_inv_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_inv_ex_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_ldl_factor_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lstsq_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_factor_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_factor_ex_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_norm_subgradients_at_zero_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_pinv_singular_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_qr_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_slogdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_solve_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_svdvals_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_tensorinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_vector_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linspace_tensor_overload_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log1p_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log_normal_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logaddexp_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logcumsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logit_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logsumexp_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_long_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_lu_unpack_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_amin_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_argmin_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_log_softmax_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_prod_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_scatter_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_softmax_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_softmin_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_max_reduction_no_dim_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_min_reduction_with_dim_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mv_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mvlgamma_mvlgamma_p_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mvlgamma_mvlgamma_p_5_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nanmean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nanquantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_narrow_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_native_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_neg_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_empty_strided_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_ones_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_adaptive_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_adaptive_max_pool3d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_binary_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_binary_cross_entropy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_binary_cross_entropy_with_logits_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_celu_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_channel_shuffle_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv1d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_no_bias_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_groups_with_bias_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_with_bias_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv_transpose3d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_embedding_functorch_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_gaussian_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_gaussian_nll_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_group_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hardswish_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_huber_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_huber_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_instance_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_area_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_bilinear_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_trilinear_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_linear_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_local_response_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_margin_ranking_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_pool1d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool1d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool1d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool3d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_mish_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_multi_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_multilabel_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pad_constant_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pad_reflect_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pad_reflect_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pairwise_distance_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_poisson_nll_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_relu6_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_relu_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_rrelu_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_smooth_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softshrink_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_tanhshrink_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_threshold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_upsample_bilinear_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nonzero_static_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_normal_number_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polygamma_polygamma_n_3_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polygamma_polygamma_n_4_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_qr_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_randint_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_randint_like_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ravel_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_renorm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_repeat_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_reshape_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_resize__cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_resolve_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_resolve_conj_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_round_decimals_3_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_round_decimals_neg_3_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_searchsorted_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_select_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_select_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sigmoid_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_bartlett_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_bartlett_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_blackman_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_exponential_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_general_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_kaiser_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signbit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sort_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_chebyshev_polynomial_t_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_chebyshev_polynomial_u_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_chebyshev_polynomial_w_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_entr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_erfcx_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_hermite_polynomial_h_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_hermite_polynomial_he_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_hermite_polynomial_he_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_i1e_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_log_ndtr_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_modified_bessel_i0_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_shifted_chebyshev_polynomial_t_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_xlog1py_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_split_with_sizes_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_squeeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_std_unbiased_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sub_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sum_to_size_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_svd_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_svd_lowrank_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_t_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_take_along_dim_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_take_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_tensor_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_to_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_torch_ops_aten__safe_softmax_default_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_trapz_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_triu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_true_divide_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unfold_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unsafe_chunk_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unsqueeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unsqueeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unsqueeze_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall___radd___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__batch_norm_with_update_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__chunk_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__native_batch_norm_legit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_acos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_addbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_argwhere_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_atan2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_baddbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_bfloat16_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_bool_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_bucketize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_byte_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_byte_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cholesky_inverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_clamp_max_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_count_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_deg2rad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_dsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_eq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_erfinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_expm1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_eye_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_fft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_hfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_ifft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_ihfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_irfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_rfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fliplr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_flipud_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_floor_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_frexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_grid_sampler_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_half_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_H_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule___rdiv___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule___rpow___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule__batch_norm_with_update_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_abs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_acos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_addbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_addmm_decomposed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_angle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_any_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_argwhere_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_asinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_atan2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_atanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_atleast_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_bfloat16_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_broadcast_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_cholesky_inverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_cholesky_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_clone_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_constant_pad_nd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_digamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_dist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_double_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_erfc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_exp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_fftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_fftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_ifftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_irfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_rfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_flatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_float_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_grid_sampler_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_half_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_heaviside_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_histc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_int_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_isinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_item_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_jiterator_unary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_kron_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_eigh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_ldl_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_solve_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_vector_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logical_and_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logical_or_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_long_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_mm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_msort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nanmedian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nanquantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_native_dropout_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_batch_norm_without_cudnn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_leaky_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_softplus_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_softshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_threshold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_triplet_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_outer_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_polygamma_polygamma_n_2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_positive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_renorm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_reshape_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_resize__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_roll_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_round_decimals_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_round_decimals_neg_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_rsqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_select_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_short_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_signal_windows_general_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_modified_bessel_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_xlog1py_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sum_to_size_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_take_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_tan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_tensor_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_tile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_to_sparse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_view_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_heaviside_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_index_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_index_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_jiterator_4inputs_with_extra_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_jiterator_unary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ldexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_cond_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_det_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_eigvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_householder_product_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_lu_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_multi_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_tensorinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_vector_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_mH_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_matmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_min_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_mul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_multinomial_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_new_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_adaptive_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_celu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_huber_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_multilabel_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_smooth_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_softplus_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_softsign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_permute_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_polar_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_reciprocal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_repeat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_rsub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_scatter_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_short_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_kaiser_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sparse_sampled_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_legendre_polynomial_p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_modified_bessel_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_take_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_tile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_torch_ops_aten__safe_softmax_default_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_trace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_trapz_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_true_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_unsafe_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_where_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp___rmatmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp___rmod___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp__chunk_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp__native_batch_norm_legit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp__segment_reduce_lengths_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp__unsafe_masked_index_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp__unsafe_masked_index_put_accumulate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_addcdiv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_addr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_aminmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_argwhere_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_asinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_atleast_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_block_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_broadcast_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ceil_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cholesky_inverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cholesky_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_clamp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_clone_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_conj_physical_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_count_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cumulative_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_dist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_fftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_fftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_ifftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_irfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_flatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_float_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_frexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_full_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_hash_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_histc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_hstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_int_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_isposinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_jiterator_binary_return_by_ref_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_eig_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_eigvalsh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_inv_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_ldl_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_lu_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_svdvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_tensorinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_log1p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logical_and_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logical_or_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_long_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_mT_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_min_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_mul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nanmedian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_new_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_adaptive_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_embedding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_gaussian_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_group_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_hardshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_interpolate_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_local_response_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_unpool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_pairwise_distance_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_poisson_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_prelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_triplet_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_upsample_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_positive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_reshape_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_roll_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_round_decimals_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_short_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_blackman_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_general_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_general_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_kaiser_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_erfcx_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_shifted_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_take_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_tile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_trace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_triu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_unbind_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_unbind_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_unsqueeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_var_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvmap_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvmap_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvmap_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp___getitem___functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp__chunk_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp__native_batch_norm_legit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp__segment_reduce_lengths_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_acos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_addbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_addcmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_atan2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_atleast_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_bernoulli_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_bfloat16_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_block_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_byte_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cdouble_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cfloat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_char_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cholesky_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_constant_pad_nd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_contiguous_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_erfinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_fftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_hfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_ifft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_ifftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_ifftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_ihfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_irfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_flip_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_floor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_grid_sampler_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule___getitem___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule___getitem___functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule___rmatmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule__batch_norm_with_update_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule__segment_reduce_lengths_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule__unsafe_masked_index_put_accumulate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_acos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_addmm_decomposed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_allclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_any_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_argwhere_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_atan2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_atan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_atanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_atleast_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_bmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_byte_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cauchy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cummin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cumulative_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_diagonal_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_div_no_rounding_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_expand_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_fftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_ifft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_ifft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_ihfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_rfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_flatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_flipud_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_gather_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_geqrf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_grid_sampler_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_hash_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_heaviside_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_hypot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_isfinite_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_lu_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_matrix_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_logdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_logical_or_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_mm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nansum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_native_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_stride_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_embedding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_gaussian_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_hardshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_leaky_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_pixel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_prelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_rms_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nonzero_static_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_resize__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_rot90_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_scatter_reduce_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_signal_windows_general_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_signal_windows_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_signal_windows_nuttall_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_sin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_sinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_bessel_j1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_legendre_polynomial_p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_modified_bessel_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_shifted_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_zeta_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_split_with_sizes_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_tensor_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_torch_ops_aten__efficient_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_transpose_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_unsafe_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_unsqueeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_view_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_hstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_hypot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_int_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_item_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_jiterator_unary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ldexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_lerp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_det_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_multi_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_pinv_singular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_solve_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_vector_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_log_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mH_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_max_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_min_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_new_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_new_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_new_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_adaptive_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_adaptive_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_cosine_similarity_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_dropout3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_elu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_leaky_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_pad_reflect_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_softshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nonzero_static_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_permute_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_positive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_reciprocal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_round_decimals_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_rsqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_bartlett_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_blackman_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_gaussian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_general_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signbit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_erfcx_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_hermite_polynomial_he_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_log_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_squeeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_std_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_torch_ops_aten__safe_softmax_default_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_trapz_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_zeros_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp___rdiv___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp__batch_norm_with_update_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp__segment_reduce_lengths_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp__unsafe_masked_index_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_addbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_addcdiv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_argsort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_as_strided_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_asin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_atleast_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_block_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cummax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cumulative_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_diag_embed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_digamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_div_trunc_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_double_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_empty_permuted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_expand_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_eye_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_fft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_hfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_ifftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_ihfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_floor_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_hash_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_histc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_hstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_index_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_isfinite_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_item_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_jiterator_binary_return_by_ref_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_cond_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_det_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_eig_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_eigvalsh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_ldl_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_matrix_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_svdvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_log_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_logcumsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_logdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_max_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nanquantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_narrow_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_new_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_adaptive_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_adaptive_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_cosine_similarity_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_embedding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_hardshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_smooth_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_triplet_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_normal_number_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ormqr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_positive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_pow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ravel_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_reciprocal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_reshape_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_resize__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_rsqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_signal_windows_gaussian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_signal_windows_hann_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sparse_sampled_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_modified_bessel_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_shifted_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_zeta_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_squeeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sum_to_size_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_t_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_tile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_trace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_transpose_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_triangular_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_triu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_true_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unsafe_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unsqueeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unsqueeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_SelectAutogradFunction_cuda_float32 2025-08-26T21:59:31.2318401Z 2025-08-26T21:59:31.2318546Z functorch/test_ops.py::TestOperatorsCUDA::test_data_write_errors_under_transform_cuda PASSED [0.0508s] [ 0%] 2025-08-26T21:59:31.2318849Z functorch/test_ops.py::TestOperatorsCUDA::test_extremal_numerics_cross_entropy_cuda PASSED [0.5260s] [ 0%] 2025-08-26T21:59:31.2319177Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_NumpyCubeNotComposableAutogradFunction_cuda_float32 PASSED [0.0150s] [ 0%] 2025-08-26T21:59:31.2319516Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_NumpyTakeAutogradFunction_cuda_float32 PASSED [0.0061s] [ 0%] 2025-08-26T21:59:31.2319893Z functorch/test_ops.py::TestOperatorsCUDA::test_grad___rdiv___cuda_float32 PASSED [0.0879s] [ 0%] 2025-08-26T21:59:31.2320153Z functorch/test_ops.py::TestOperatorsCUDA::test_grad___rmod___cuda_float32 PASSED [0.0636s] [ 0%] 2025-08-26T21:59:31.2320451Z functorch/test_ops.py::TestOperatorsCUDA::test_grad__unsafe_masked_index_put_accumulate_cuda_float32 PASSED [0.0760s] [ 0%] 2025-08-26T21:59:31.2320742Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_add_cuda_float32 PASSED [0.0179s] [ 0%] 2025-08-26T21:59:31.2320998Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_addcdiv_cuda_float32 PASSED [0.0536s] [ 0%] 2025-08-26T21:59:31.2321321Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_aminmax_cuda_float32 SKIPPED [0.0013s] (Skipped! Autograd not supported.) [ 0%] 2025-08-26T21:59:31.2321640Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_atleast_1d_cuda_float32 PASSED [0.0104s] [ 0%] 2025-08-26T21:59:31.2321909Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_atleast_2d_cuda_float32 PASSED [0.0103s] [ 0%] 2025-08-26T21:59:31.2322168Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_baddbmm_cuda_float32 PASSED [0.5582s] [ 0%] 2025-08-26T21:59:31.2322430Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_bernoulli_cuda_float32 PASSED [0.0164s] [ 0%] 2025-08-26T21:59:31.2322755Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_bfloat16_cuda_float32 PASSED [0.0077s] [ 0%] 2025-08-26T21:59:31.2323020Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_broadcast_to_cuda_float32 PASSED [0.0096s] [ 0%] 2025-08-26T21:59:31.2323321Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_ceil_cuda_float32 PASSED [0.0038s] [ 0%] 2025-08-26T21:59:31.2323614Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_char_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 0%] 2025-08-26T21:59:31.2323912Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_cholesky_cuda_float32 PASSED [0.0797s] [ 0%] 2025-08-26T21:59:31.2324177Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_cholesky_solve_cuda_float32 PASSED [0.1648s] [ 0%] 2025-08-26T21:59:31.2324454Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_constant_pad_nd_cuda_float32 PASSED [0.0464s] [ 0%] 2025-08-26T21:59:31.2324722Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_corrcoef_cuda_float32 PASSED [0.0135s] [ 0%] 2025-08-26T21:59:31.2324978Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_cross_cuda_float32 PASSED [0.0099s] [ 0%] 2025-08-26T21:59:31.2325233Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_diag_embed_cuda_float32 PASSED [0.0168s] [ 0%] 2025-08-26T21:59:31.2330170Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_div_no_rounding_mode_cuda_float32 PASSED [0.0168s] [ 0%] 2025-08-26T21:59:31.2330464Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_div_trunc_rounding_cuda_float32 PASSED [0.0165s] [ 1%] 2025-08-26T21:59:31.2330731Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_dot_cuda_float32 PASSED [0.0182s] [ 1%] 2025-08-26T21:59:31.2330985Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_einsum_cuda_float32 PASSED [0.0260s] [ 1%] 2025-08-26T21:59:31.2331298Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_empty_like_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 1%] 2025-08-26T21:59:31.2331655Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_eq_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 1%] 2025-08-26T21:59:31.2332007Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_equal_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 1%] 2025-08-26T21:59:31.2332318Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_erfinv_cuda_float32 PASSED [0.1850s] [ 1%] 2025-08-26T21:59:31.2332577Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_exp2_cuda_float32 PASSED [0.2275s] [ 1%] 2025-08-26T21:59:31.2332891Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_exponential_cuda_float32 SKIPPED [0.0014s] (Skipped! Autograd not supported.) [ 1%] 2025-08-26T21:59:31.2333215Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_hfft2_cuda_float32 PASSED [3.8733s] [ 1%] 2025-08-26T21:59:31.2333480Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_hfft_cuda_float32 PASSED [1.0598s] [ 1%] 2025-08-26T21:59:31.2333745Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_irfft_cuda_float32 PASSED [0.0118s] [ 1%] 2025-08-26T21:59:31.2334005Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_rfft_cuda_float32 PASSED [2.3691s] [ 1%] 2025-08-26T21:59:31.2334263Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_rfftn_cuda_float32 PASSED [2.2393s] [ 1%] 2025-08-26T21:59:31.2334525Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_flipud_cuda_float32 PASSED [0.0045s] [ 1%] 2025-08-26T21:59:31.2334783Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_float_cuda_float32 PASSED [0.0071s] [ 1%] 2025-08-26T21:59:31.2335047Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_float_power_cuda_float32 PASSED [0.0279s] [ 1%] 2025-08-26T21:59:31.2335366Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_floor_divide_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 1%] 2025-08-26T21:59:31.2335676Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_fmin_cuda_float32 PASSED [0.0424s] [ 1%] 2025-08-26T21:59:31.2336043Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_full_cuda_float32 SKIPPED [0.0014s] (Skipped! Autograd not supported.) [ 1%] 2025-08-26T21:59:31.2336392Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_full_like_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 1%] 2025-08-26T21:59:31.2336739Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_gradient_cuda_float32 PASSED [0.0370s] [ 1%] 2025-08-26T21:59:31.2337011Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_grid_sampler_2d_cuda_float32 PASSED [0.0339s] [ 1%] 2025-08-26T21:59:31.2337329Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_heaviside_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 1%] 2025-08-26T21:59:31.2337683Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_histc_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 1%] 2025-08-26T21:59:31.2337982Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_i0_cuda_float32 PASSED [0.5009s] [ 2%] 2025-08-26T21:59:31.2338244Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_copy_cuda_float32 PASSED [0.0106s] [ 2%] 2025-08-26T21:59:31.2338527Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_put_functorch_cuda_float32 PASSED [0.0145s] [ 2%] 2025-08-26T21:59:31.2338818Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_reduce_amax_cuda_float32 PASSED [0.0166s] [ 2%] 2025-08-26T21:59:31.2339135Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_isinf_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 2%] 2025-08-26T21:59:31.2339485Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_isnan_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 2%] 2025-08-26T21:59:31.2339949Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_jiterator_4inputs_with_extra_args_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 2%] 2025-08-26T21:59:31.2340289Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_kron_cuda_float32 PASSED [0.0040s] [ 2%] 2025-08-26T21:59:31.2340548Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_ldexp_cuda_float32 PASSED [0.0177s] [ 2%] 2025-08-26T21:59:31.2340808Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_lgamma_cuda_float32 PASSED [0.5677s] [ 2%] 2025-08-26T21:59:31.2341086Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_cholesky_ex_cuda_float32 PASSED [0.0381s] [ 2%] 2025-08-26T21:59:31.2341368Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_cond_cuda_float32 PASSED [0.0106s] [ 2%] 2025-08-26T21:59:31.2341637Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_det_cuda_float32 PASSED [0.2001s] [ 2%] 2025-08-26T21:59:31.2341915Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_diagonal_cuda_float32 PASSED [0.0179s] [ 2%] 2025-08-26T21:59:31.2342302Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_householder_product_cuda_float32 SKIPPED [0.0005s] (skipCUDAIfRocm: test doesn't currently work on the ROCm stack) [ 2%] 2025-08-26T21:59:31.2342690Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_inv_ex_cuda_float32 PASSED [0.0150s] [ 2%] 2025-08-26T21:59:31.2343022Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_ldl_factor_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 2%] 2025-08-26T21:59:31.2343561Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_ldl_solve_cuda_float32 SKIPPED [0.0004s] (skipCUDAIfRocm: test doesn't currently work on the ROCm stack) [ 2%] 2025-08-26T21:59:31.2343946Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_lstsq_grad_oriented_cuda_float32 PASSED [0.1254s] [ 2%] 2025-08-26T21:59:31.2344246Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_lu_solve_cuda_float32 PASSED [0.5461s] [ 2%] 2025-08-26T21:59:31.2344596Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_matrix_rank_hermitian_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 2%] 2025-08-26T21:59:31.2344999Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_multi_dot_cuda_float32 PASSED [0.0169s] [ 2%] 2025-08-26T21:59:31.2345279Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_norm_cuda_float32 PASSED [0.1353s] [ 2%] 2025-08-26T21:59:31.2345582Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_norm_subgradients_at_zero_cuda_float32 PASSED [0.0961s] [ 2%] 2025-08-26T21:59:31.2345926Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_slogdet_cuda_float32 PASSED [0.0190s] [ 2%] 2025-08-26T21:59:31.2346203Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_svd_cuda_float32 PASSED [0.4669s] [ 2%] 2025-08-26T21:59:31.2346477Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_svdvals_cuda_float32 PASSED [0.0478s] [ 3%] 2025-08-26T21:59:31.2346756Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_tensorinv_cuda_float32 PASSED [0.0072s] [ 3%] 2025-08-26T21:59:31.2347081Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_linspace_cuda_float32 SKIPPED [0.0013s] (Skipped! Autograd not supported.) [ 3%] 2025-08-26T21:59:31.2347391Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_log_cuda_float32 PASSED [0.0054s] [ 3%] 2025-08-26T21:59:31.2347687Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_long_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 3%] 2025-08-26T21:59:31.2347993Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_fill_cuda_float32 PASSED [0.0146s] [ 3%] 2025-08-26T21:59:31.2348292Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_fill_functorch_Scalar_only_cuda_float32 PASSED [0.0079s] [ 3%] 2025-08-26T21:59:31.2348598Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_log_softmax_cuda_float32 PASSED [0.0338s] [ 3%] 2025-08-26T21:59:31.2348882Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_logaddexp_cuda_float32 PASSED [0.0362s] [ 3%] 2025-08-26T21:59:31.2349162Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_logsumexp_cuda_float32 PASSED [0.1314s] [ 3%] 2025-08-26T21:59:31.2349439Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_norm_cuda_float32 PASSED [0.5589s] [ 3%] 2025-08-26T21:59:31.2349814Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_prod_cuda_float32 PASSED [0.4678s] [ 3%] 2025-08-26T21:59:31.2350079Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_sum_cuda_float32 PASSED [0.0974s] [ 3%] 2025-08-26T21:59:31.2350347Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_var_cuda_float32 PASSED [0.0858s] [ 3%] 2025-08-26T21:59:31.2350608Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_matmul_cuda_float32 PASSED [0.0816s] [ 3%] 2025-08-26T21:59:31.2350880Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_max_reduction_no_dim_cuda_float32 PASSED [0.0051s] [ 3%] 2025-08-26T21:59:31.2351150Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_maximum_cuda_float32 PASSED [0.0169s] [ 3%] 2025-08-26T21:59:31.2351430Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_meshgrid_variadic_tensors_cuda_float32 PASSED [0.0204s] [ 3%] 2025-08-26T21:59:31.2351730Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_min_reduction_with_dim_cuda_float32 PASSED [0.0074s] [ 3%] 2025-08-26T21:59:31.2352003Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_mode_cuda_float32 PASSED [0.0356s] [ 3%] 2025-08-26T21:59:31.2352257Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_msort_cuda_float32 PASSED [0.0306s] [ 3%] 2025-08-26T21:59:31.2352532Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_native_batch_norm_cuda_float32 PASSED [0.0485s] [ 3%] 2025-08-26T21:59:31.2352800Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_neg_cuda_float32 PASSED [0.0036s] [ 3%] 2025-08-26T21:59:31.2353105Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_nextafter_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 3%] 2025-08-26T21:59:31.2353447Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_adaptive_avg_pool2d_cuda_float32 PASSED [0.0193s] [ 3%] 2025-08-26T21:59:31.2353832Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv2d_stride_no_bias_cuda_float32 PASSED [0.4744s] [ 4%] 2025-08-26T21:59:31.2354155Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv2d_with_bias_cuda_float32 PASSED [0.1056s] [ 4%] 2025-08-26T21:59:31.2354474Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv_transpose2d_cuda_float32 PASSED [0.5466s] [ 4%] 2025-08-26T21:59:31.2354845Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_cosine_similarity_cuda_float32 PASSED [0.0275s] [ 4%] 2025-08-26T21:59:31.2355155Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_dropout3d_cuda_float32 PASSED [0.0234s] [ 4%] 2025-08-26T21:59:31.2355450Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_dropout_cuda_float32 PASSED [0.0413s] [ 4%] 2025-08-26T21:59:31.2355738Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_elu_cuda_float32 PASSED [0.0130s] [ 4%] 2025-08-26T21:59:31.2356050Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_embedding_functorch_cuda_float32 PASSED [0.0192s] [ 4%] 2025-08-26T21:59:31.2356383Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_gaussian_nll_loss_cuda_float32 PASSED [0.8242s] [ 4%] 2025-08-26T21:59:31.2356701Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_hardswish_cuda_float32 PASSED [0.0147s] [ 4%] 2025-08-26T21:59:31.2357010Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_hardtanh_cuda_float32 PASSED [0.0143s] [ 4%] 2025-08-26T21:59:31.2357343Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_interpolate_nearest-exact_cuda_float32 PASSED [0.0324s] [ 4%] 2025-08-26T21:59:31.2357672Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_kl_div_cuda_float32 PASSED [0.0558s] [ 4%] 2025-08-26T21:59:31.2357972Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_layer_norm_cuda_float32 PASSED [0.0175s] [ 4%] 2025-08-26T21:59:31.2358276Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_max_pool3d_cuda_float32 PASSED [0.6543s] [ 4%] 2025-08-26T21:59:31.2358592Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_max_unpool1d_grad_cuda_float32 PASSED [0.0502s] [ 4%] 2025-08-26T21:59:31.2358916Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_max_unpool2d_cuda_float32 PASSED [0.3431s] [ 4%] 2025-08-26T21:59:31.2359237Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_pad_replicate_cuda_float32 PASSED [0.0182s] [ 4%] 2025-08-26T21:59:31.2359555Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_pixel_shuffle_cuda_float32 PASSED [0.0067s] [ 4%] 2025-08-26T21:59:31.2359949Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_rrelu_cuda_float32 PASSED [0.0173s] [ 4%] 2025-08-26T21:59:31.2360243Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_selu_cuda_float32 PASSED [0.0053s] [ 4%] 2025-08-26T21:59:31.2360541Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_softsign_cuda_float32 PASSED [0.0060s] [ 4%] 2025-08-26T21:59:31.2360830Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_norm_nuc_cuda_float32 PASSED [0.0076s] [ 4%] 2025-08-26T21:59:31.2361102Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_normal_cuda_float32 PASSED [0.0128s] [ 4%] 2025-08-26T21:59:31.2361413Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_ones_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 4%] 2025-08-26T21:59:31.2361741Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_polygamma_polygamma_n_3_cuda_float32 PASSED [0.6901s] [ 4%] 2025-08-26T21:59:31.2362029Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_positive_cuda_float32 PASSED [0.0035s] [ 5%] 2025-08-26T21:59:31.2362293Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_pow_cuda_float32 PASSED [0.0202s] [ 5%] 2025-08-26T21:59:31.2362550Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_prod_cuda_float32 PASSED [0.0508s] [ 5%] 2025-08-26T21:59:31.2362910Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_rand_like_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 5%] 2025-08-26T21:59:31.2363275Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_randint_like_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 5%] 2025-08-26T21:59:31.2363683Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_randn_like_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 5%] 2025-08-26T21:59:31.2364006Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_reciprocal_cuda_float32 PASSED [0.0054s] [ 5%] 2025-08-26T21:59:31.2364290Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_repeat_interleave_cuda_float32 PASSED [0.0208s] [ 5%] 2025-08-26T21:59:31.2364615Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_resize__cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 5%] 2025-08-26T21:59:31.2364926Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_roll_cuda_float32 PASSED [0.0205s] [ 5%] 2025-08-26T21:59:31.2365198Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_scatter_add_cuda_float32 PASSED [0.0137s] [ 5%] 2025-08-26T21:59:31.2365487Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_scatter_reduce_mean_cuda_float32 PASSED [0.0408s] [ 5%] 2025-08-26T21:59:31.2365781Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_scatter_reduce_sum_cuda_float32 PASSED [0.0339s] [ 5%] 2025-08-26T21:59:31.2366144Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_short_functorch_no_channels_last_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 5%] 2025-08-26T21:59:31.2366558Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_signal_windows_bartlett_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 5%] 2025-08-26T21:59:31.2366892Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_sinc_cuda_float32 PASSED [0.2876s] [ 5%] 2025-08-26T21:59:31.2367165Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_softmax_with_dtype_cuda_float32 PASSED [0.0110s] [ 5%] 2025-08-26T21:59:31.2367522Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_laguerre_polynomial_l_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 5%] 2025-08-26T21:59:31.2367937Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_modified_bessel_k1_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 5%] 2025-08-26T21:59:31.2368287Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_ndtri_cuda_float32 PASSED [0.2578s] [ 5%] 2025-08-26T21:59:31.2368609Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_polygamma_special_polygamma_n_0_cuda_float32 PASSED [0.0143s] [ 5%] 2025-08-26T21:59:31.2368993Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_spherical_bessel_j0_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 5%] 2025-08-26T21:59:31.2369336Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_square_cuda_float32 PASSED [0.0054s] [ 5%] 2025-08-26T21:59:31.2369615Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_squeeze_multiple_cuda_float32 PASSED [0.0080s] [ 5%] 2025-08-26T21:59:31.2369986Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_std_mean_cuda_float32 PASSED [0.0182s] [ 5%] 2025-08-26T21:59:31.2370248Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_svd_cuda_float32 PASSED [0.4403s] [ 6%] 2025-08-26T21:59:31.2370510Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_t_copy_cuda_float32 PASSED [0.0053s] [ 6%] 2025-08-26T21:59:31.2370769Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_t_cuda_float32 PASSED [0.0052s] [ 6%] 2025-08-26T21:59:31.2371018Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_tan_cuda_float32 PASSED [0.0091s] [ 6%] 2025-08-26T21:59:31.2371278Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_topk_cuda_float32 PASSED [0.0312s] [ 6%] 2025-08-26T21:59:31.2371553Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_transpose_copy_cuda_float32 PASSED [0.0100s] [ 6%] 2025-08-26T21:59:31.2371824Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_triu_cuda_float32 PASSED [0.0101s] [ 6%] 2025-08-26T21:59:31.2372136Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_trunc_cuda_float32 PASSED [0.0033s] [ 6%] 2025-08-26T21:59:31.2372406Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_unfold_copy_cuda_float32 PASSED [0.0282s] [ 6%] 2025-08-26T21:59:31.2372725Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_unsqueeze_copy_cuda_float32 PASSED [0.0111s] [ 6%] 2025-08-26T21:59:31.2372993Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_var_cuda_float32 PASSED [0.0147s] [ 6%] 2025-08-26T21:59:31.2373262Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_var_mean_unbiased_cuda_float32 PASSED [0.0050s] [ 6%] 2025-08-26T21:59:31.2373543Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_view_as_complex_cuda_float32 XFAIL [0.0039s] [ 6%] 2025-08-26T21:59:31.2373817Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_view_copy_cuda_float32 PASSED [0.0093s] [ 6%] 2025-08-26T21:59:31.2374082Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_view_cuda_float32 PASSED [0.0092s] [ 6%] 2025-08-26T21:59:31.2374347Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_vstack_cuda_float32 PASSED [0.0058s] [ 6%] 2025-08-26T21:59:31.2374665Z functorch/test_ops.py::TestOperatorsCUDA::test_grad_zeros_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 6%] 2025-08-26T21:59:31.2375063Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_NumpyTakeAutogradFunction_cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 6%] 2025-08-26T21:59:31.2375418Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp___getitem___cuda_float32 PASSED [0.0223s] [ 6%] 2025-08-26T21:59:31.2375684Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp___rmul___cuda_float32 PASSED [0.0129s] [ 6%] 2025-08-26T21:59:31.2375947Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp___rsub___cuda_float32 PASSED [0.0127s] [ 6%] 2025-08-26T21:59:31.2376231Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp__native_batch_norm_legit_cuda_float32 XFAIL [0.0050s] [ 6%] 2025-08-26T21:59:31.2376587Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp__segment_reduce_lengths_cuda_float32 SKIPPED [0.0012s] (Skipped! Forward AD not supported.) [ 6%] 2025-08-26T21:59:31.2376920Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_abs_cuda_float32 PASSED [0.0045s] [ 6%] 2025-08-26T21:59:31.2377179Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_add_cuda_float32 PASSED [0.0221s] [ 6%] 2025-08-26T21:59:31.2377441Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_addcmul_cuda_float32 PASSED [0.0272s] [ 6%] 2025-08-26T21:59:31.2377702Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_addmm_cuda_float32 PASSED [0.0156s] [ 7%] 2025-08-26T21:59:31.2377959Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_addmv_cuda_float32 PASSED [0.0135s] [ 7%] 2025-08-26T21:59:31.2378272Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_allclose_cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 7%] 2025-08-26T21:59:31.2378581Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_amin_cuda_float32 PASSED [0.0265s] [ 7%] 2025-08-26T21:59:31.2378836Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_angle_cuda_float32 PASSED [0.0034s] [ 7%] 2025-08-26T21:59:31.2379146Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_arange_cuda_float32 SKIPPED [0.0011s] (Skipped! Forward AD not supported.) [ 7%] 2025-08-26T21:59:31.2379467Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_as_strided_copy_cuda_float32 PASSED [0.0057s] [ 7%] 2025-08-26T21:59:31.2379850Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_as_strided_cuda_float32 XFAIL [0.0039s] [ 7%] 2025-08-26T21:59:31.2380122Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_as_strided_scatter_cuda_float32 XFAIL [0.0040s] [ 7%] 2025-08-26T21:59:31.2380398Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_atleast_3d_cuda_float32 PASSED [0.0112s] [ 7%] 2025-08-26T21:59:31.2380658Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_bmm_cuda_float32 PASSED [0.0039s] [ 7%] 2025-08-26T21:59:31.2381032Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_broadcast_shapes_cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 7%] 2025-08-26T21:59:31.2381412Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_bucketize_cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 7%] 2025-08-26T21:59:31.2381777Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cartesian_prod_cuda_float32 PASSED [0.0069s] [ 7%] 2025-08-26T21:59:31.2382095Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_chalf_cuda_float32 SKIPPED [0.0011s] (Skipped! Forward AD not supported.) [ 7%] 2025-08-26T21:59:31.2382456Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cholesky_cuda_float32 SKIPPED [0.0011s] (Skipped! Forward AD not supported.) [ 7%] 2025-08-26T21:59:31.2382772Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_chunk_cuda_float32 PASSED [0.0105s] [ 7%] 2025-08-26T21:59:31.2383030Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_clamp_cuda_float32 PASSED [0.0195s] [ 7%] 2025-08-26T21:59:31.2383469Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_clamp_max_cuda_float32 PASSED [0.0183s] [ 7%] 2025-08-26T21:59:31.2383820Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_clamp_min_cuda_float32 PASSED [0.0185s] [ 7%] 2025-08-26T21:59:31.2384109Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_clone_cuda_float32 PASSED [0.0045s] [ 7%] 2025-08-26T21:59:31.2384402Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_conj_cuda_float32 PASSED [0.0049s] [ 7%] 2025-08-26T21:59:31.2384751Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_count_nonzero_cuda_float32 SKIPPED [0.0009s] (Skipped! Forward AD not supported.) [ 7%] 2025-08-26T21:59:31.2385108Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cumsum_cuda_float32 PASSED [0.0107s] [ 7%] 2025-08-26T21:59:31.2385414Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_deg2rad_cuda_float32 PASSED [0.0044s] [ 7%] 2025-08-26T21:59:31.2385709Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_diag_embed_cuda_float32 PASSED [0.0186s] [ 8%] 2025-08-26T21:59:31.2386010Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_diagflat_cuda_float32 PASSED [0.0082s] [ 8%] 2025-08-26T21:59:31.2386326Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_diagonal_copy_cuda_float32 PASSED [0.0187s] [ 8%] 2025-08-26T21:59:31.2386624Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_dist_cuda_float32 PASSED [0.0713s] [ 8%] 2025-08-26T21:59:31.2386936Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_div_no_rounding_mode_cuda_float32 PASSED [0.0191s] [ 8%] 2025-08-26T21:59:31.2387248Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_double_cuda_float32 PASSED [0.0077s] [ 8%] 2025-08-26T21:59:31.2387576Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_double_functorch_no_channels_last_cuda_float32 PASSED [0.0067s] [ 8%] 2025-08-26T21:59:31.2387960Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_empty_cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 8%] 2025-08-26T21:59:31.2388347Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_eq_cuda_float32 SKIPPED [0.0011s] (Skipped! Forward AD not supported.) [ 8%] 2025-08-26T21:59:31.2388660Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_erf_cuda_float32 PASSED [0.0131s] [ 8%] 2025-08-26T21:59:31.2388967Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_erfinv_cuda_float32 PASSED [0.0048s] [ 8%] 2025-08-26T21:59:31.2389270Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_expand_copy_cuda_float32 PASSED [0.0126s] [ 8%] 2025-08-26T21:59:31.2389561Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_fft2_cuda_float32 PASSED [0.3239s] [ 8%] 2025-08-26T21:59:31.2389986Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_fft_cuda_float32 PASSED [0.0330s] [ 8%] 2025-08-26T21:59:31.2390285Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_hfft2_cuda_float32 PASSED [0.0114s] [ 8%] 2025-08-26T21:59:31.2390585Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_hfftn_cuda_float32 PASSED [0.0139s] [ 8%] 2025-08-26T21:59:31.2390888Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_ifft2_cuda_float32 PASSED [0.0108s] [ 8%] 2025-08-26T21:59:31.2391238Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_irfftn_cuda_float32 PASSED [0.2999s] [ 8%] 2025-08-26T21:59:31.2391543Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_flipud_cuda_float32 PASSED [0.0041s] [ 8%] 2025-08-26T21:59:31.2391954Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_float_functorch_no_channels_last_cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 8%] 2025-08-26T21:59:31.2392319Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fmin_cuda_float32 PASSED [0.0133s] [ 8%] 2025-08-26T21:59:31.2392670Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_grid_sampler_3d_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 8%] 2025-08-26T21:59:31.2392985Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_hypot_cuda_float32 PASSED [0.0314s] [ 8%] 2025-08-26T21:59:31.2393280Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_i0_cuda_float32 PASSED [0.0088s] [ 8%] 2025-08-26T21:59:31.2393622Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_igamma_cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 8%] 2025-08-26T21:59:31.2393964Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_index_copy_cuda_float32 PASSED [0.0095s] [ 8%] 2025-08-26T21:59:31.2394339Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_index_reduce_mean_cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 9%] 2025-08-26T21:59:31.2394700Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_index_select_cuda_float32 PASSED [0.0058s] [ 9%] 2025-08-26T21:59:31.2395038Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_item_cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 9%] 2025-08-26T21:59:31.2395392Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_kthvalue_cuda_float32 PASSED [0.0232s] [ 9%] 2025-08-26T21:59:31.2395723Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_le_cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 9%] 2025-08-26T21:59:31.2396078Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_cond_cuda_float32 PASSED [0.0117s] [ 9%] 2025-08-26T21:59:31.2396371Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_inv_cuda_float32 PASSED [0.0136s] [ 9%] 2025-08-26T21:59:31.2396725Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_lstsq_cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 9%] 2025-08-26T21:59:31.2397100Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_matrix_power_cuda_float32 PASSED [0.0299s] [ 9%] 2025-08-26T21:59:31.2397472Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_matrix_rank_cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 9%] 2025-08-26T21:59:31.2397841Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_multi_dot_cuda_float32 PASSED [0.0126s] [ 9%] 2025-08-26T21:59:31.2398160Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_norm_cuda_float32 PASSED [0.1388s] [ 9%] 2025-08-26T21:59:31.2398483Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_pinv_hermitian_cuda_float32 PASSED [0.0756s] [ 9%] 2025-08-26T21:59:31.2398883Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_pinv_singular_cuda_float32 SKIPPED [0.0006s] (test is slow; run with PYTORCH_TEST_WITH_SLOW to enable test) [ 9%] 2025-08-26T21:59:31.2399303Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_slogdet_cuda_float32 PASSED [0.0222s] [ 9%] 2025-08-26T21:59:31.2399607Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_solve_cuda_float32 PASSED [0.0367s] [ 9%] 2025-08-26T21:59:31.2400015Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_svd_cuda_float32 PASSED [0.4032s] [ 9%] 2025-08-26T21:59:31.2400331Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_tensorinv_cuda_float32 PASSED [0.0073s] [ 9%] 2025-08-26T21:59:31.2400639Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_vander_cuda_float32 PASSED [0.0181s] [ 9%] 2025-08-26T21:59:31.2400954Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_log10_cuda_float32 PASSED [0.0077s] [ 9%] 2025-08-26T21:59:31.2401351Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_logical_xor_cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 9%] 2025-08-26T21:59:31.2401762Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_logspace_tensor_overload_cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 9%] 2025-08-26T21:59:31.2402226Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_lt_cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 9%] 2025-08-26T21:59:31.2402555Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_lu_solve_cuda_float32 PASSED [0.1062s] [ 9%] 2025-08-26T21:59:31.2402915Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_argmin_cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 9%] 2025-08-26T21:59:31.2403276Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_cumprod_cuda_float32 PASSED [0.0278s] [ 10%] 2025-08-26T21:59:31.2403593Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_log_softmax_cuda_float32 PASSED [0.0349s] [ 10%] 2025-08-26T21:59:31.2403917Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_mean_cuda_float32 PASSED [0.1518s] [ 10%] 2025-08-26T21:59:31.2404218Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_median_cuda_float32 PASSED [0.0258s] [ 10%] 2025-08-26T21:59:31.2404522Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_norm_cuda_float32 PASSED [0.5905s] [ 10%] 2025-08-26T21:59:31.2404838Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_prod_cuda_float32 PASSED [0.1421s] [ 10%] 2025-08-26T21:59:31.2405235Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_scatter_cuda_float32 PASSED [0.0114s] [ 10%] 2025-08-26T21:59:31.2405536Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_max_binary_cuda_float32 PASSED [0.0142s] [ 10%] 2025-08-26T21:59:31.2405885Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_max_pool2d_with_indices_backward_cuda_float32 PASSED [1.9134s] [ 10%] 2025-08-26T21:59:31.2406231Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_max_reduction_no_dim_cuda_float32 PASSED [0.0050s] [ 10%] 2025-08-26T21:59:31.2406572Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_max_reduction_with_dim_cuda_float32 PASSED [0.0069s] [ 10%] 2025-08-26T21:59:31.2406892Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_minimum_cuda_float32 PASSED [0.0139s] [ 10%] 2025-08-26T21:59:31.2407199Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_movedim_cuda_float32 PASSED [0.0045s] [ 10%] 2025-08-26T21:59:31.2407506Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_msort_cuda_float32 PASSED [0.0049s] [ 10%] 2025-08-26T21:59:31.2407853Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_multinomial_cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 10%] 2025-08-26T21:59:31.2408206Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nan_to_num_cuda_float32 PASSED [0.0082s] [ 10%] 2025-08-26T21:59:31.2408519Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_narrow_cuda_float32 PASSED [0.0122s] [ 10%] 2025-08-26T21:59:31.2409024Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_neg_cuda_float32 PASSED [0.0044s] [ 10%] 2025-08-26T21:59:31.2409352Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_adaptive_avg_pool2d_cuda_float32 PASSED [0.0134s] [ 10%] 2025-08-26T21:59:31.2409978Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_cuda_float32 MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback AI] Solver , workspace required: 2400, provided ptr: 0x7f95cf401200 size: 1024 2025-08-26T21:59:31.2410549Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 2400, provided ptr: 0x7f95cf401200 size: 1024 2025-08-26T21:59:31.2410861Z PASSED [0.5448s] [ 10%] 2025-08-26T21:59:31.2411330Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv3d_cuda_float32 MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback WTI] Solver , workspace required: 52800, provided ptr: 0x7f95c0e04600 size: 11008 2025-08-26T21:59:31.2411888Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 52800, provided ptr: 0x7f95c0e04600 size: 11008 2025-08-26T21:59:31.2412373Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback WTI] Solver , workspace required: 337920, provided ptr: 0x7f95c0e07e00 size: 12544 2025-08-26T21:59:31.2412866Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 337920, provided ptr: 0x7f95c0e07e00 size: 12544 2025-08-26T21:59:31.2413171Z PASSED [0.0507s] [ 10%] 2025-08-26T21:59:31.2413455Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_ctc_loss_cuda_float32 SKIPPED [0.0011s] (Skipped! Forward AD not supported.) [ 10%] 2025-08-26T21:59:31.2413835Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_dropout2d_cuda_float32 PASSED [0.0486s] [ 10%] 2025-08-26T21:59:31.2419010Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_feature_alpha_dropout_without_train_cuda_float32 PASSED [0.0316s] [ 10%] 2025-08-26T21:59:31.2419379Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_fractional_max_pool2d_cuda_float32 PASSED [0.0663s] [ 10%] 2025-08-26T21:59:31.2419803Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_gaussian_nll_loss_cuda_float32 PASSED [0.8417s] [ 10%] 2025-08-26T21:59:31.2420109Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_hardswish_cuda_float32 PASSED [0.0067s] [ 11%] 2025-08-26T21:59:31.2420406Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_instance_norm_cuda_float32 PASSED [0.2274s] [ 11%] 2025-08-26T21:59:31.2420701Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_kl_div_cuda_float32 PASSED [0.0274s] [ 11%] 2025-08-26T21:59:31.2420995Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_logsigmoid_cuda_float32 PASSED [0.0140s] [ 11%] 2025-08-26T21:59:31.2421289Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_pool3d_cuda_float32 PASSED [0.6529s] [ 11%] 2025-08-26T21:59:31.2421604Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_unpool1d_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 11%] 2025-08-26T21:59:31.2421929Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_unpool1d_grad_cuda_float32 PASSED [0.0344s] [ 11%] 2025-08-26T21:59:31.2422244Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_unpool2d_grad_cuda_float32 PASSED [0.0625s] [ 11%] 2025-08-26T21:59:31.2424212Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_mse_loss_functorch_cuda_float32 PASSED [0.0144s] [ 11%] 2025-08-26T21:59:31.2424544Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_multi_head_attention_forward_cuda_float32 PASSED [0.0098s] [ 11%] 2025-08-26T21:59:31.2424931Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_multilabel_margin_loss_cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 11%] 2025-08-26T21:59:31.2425293Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_nll_loss_cuda_float32 PASSED [0.0736s] [ 11%] 2025-08-26T21:59:31.2425590Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pad_circular_cuda_float32 PASSED [0.0115s] [ 11%] 2025-08-26T21:59:31.2425895Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pad_replicate_cuda_float32 PASSED [0.0141s] [ 11%] 2025-08-26T21:59:31.2426205Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pixel_unshuffle_cuda_float32 PASSED [0.0066s] [ 11%] 2025-08-26T21:59:31.2426518Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_poisson_nll_loss_cuda_float32 PASSED [0.1188s] [ 11%] 2025-08-26T21:59:31.2426814Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_relu_cuda_float32 PASSED [0.0198s] [ 11%] 2025-08-26T21:59:31.2427105Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_smooth_l1_loss_cuda_float32 PASSED [0.0140s] [ 11%] 2025-08-26T21:59:31.2427479Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_softmin_cuda_float32 PASSED [0.0116s] [ 11%] 2025-08-26T21:59:31.2428796Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_softmin_with_dtype_cuda_float32 PASSED [0.0115s] [ 11%] 2025-08-26T21:59:31.2429154Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_unfold_cuda_float32 PASSED [0.1502s] [ 11%] 2025-08-26T21:59:31.2429457Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nonzero_static_cuda_float32 SKIPPED [0.0006s] (Only runs on cpu) [ 11%] 2025-08-26T21:59:31.2429842Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_norm_fro_cuda_float32 PASSED [0.0065s] [ 11%] 2025-08-26T21:59:31.2430149Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ones_like_cuda_float32 SKIPPED [0.0011s] (Skipped! Forward AD not supported.) [ 11%] 2025-08-26T21:59:31.2430457Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_pca_lowrank_cuda_float32 PASSED [0.1670s] [ 11%] 2025-08-26T21:59:31.2430740Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_polygamma_polygamma_n_1_cuda_float32 PASSED [0.0230s] [ 12%] 2025-08-26T21:59:31.2431017Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_positive_cuda_float32 PASSED [0.0036s] [ 12%] 2025-08-26T21:59:31.2431273Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_qr_cuda_float32 PASSED [0.0670s] [ 12%] 2025-08-26T21:59:31.2431570Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_rand_like_cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 12%] 2025-08-26T21:59:31.2431918Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_randint_cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 12%] 2025-08-26T21:59:31.2433280Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_randn_like_cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 12%] 2025-08-26T21:59:31.2433582Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ravel_cuda_float32 PASSED [0.0056s] [ 12%] 2025-08-26T21:59:31.2433840Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_reciprocal_cuda_float32 PASSED [0.0078s] [ 12%] 2025-08-26T21:59:31.2434098Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_remainder_cuda_float32 PASSED [0.0192s] [ 12%] 2025-08-26T21:59:31.2434351Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_renorm_cuda_float32 PASSED [0.0174s] [ 12%] 2025-08-26T21:59:31.2434654Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_resize__cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 12%] 2025-08-26T21:59:31.2434960Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_resolve_neg_cuda_float32 PASSED [0.0044s] [ 12%] 2025-08-26T21:59:31.2435235Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_round_decimals_neg_3_cuda_float32 PASSED [0.0075s] [ 12%] 2025-08-26T21:59:31.2435508Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_scatter_add_cuda_float32 PASSED [0.0201s] [ 12%] 2025-08-26T21:59:31.2435784Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_scatter_reduce_amin_cuda_float32 PASSED [0.0686s] [ 12%] 2025-08-26T21:59:31.2437043Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_exponential_cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 12%] 2025-08-26T21:59:31.2437458Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_general_hamming_cuda_float32 SKIPPED [0.0011s] (Skipped! Forward AD not supported.) [ 12%] 2025-08-26T21:59:31.2437862Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_nuttall_cuda_float32 SKIPPED [0.0009s] (Skipped! Forward AD not supported.) [ 12%] 2025-08-26T21:59:31.2438183Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_slice_cuda_float32 PASSED [0.0065s] [ 12%] 2025-08-26T21:59:31.2438437Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_softmax_cuda_float32 PASSED [0.0106s] [ 12%] 2025-08-26T21:59:31.2438748Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_airy_ai_cuda_float32 SKIPPED [0.0013s] (Skipped! Forward AD not supported.) [ 12%] 2025-08-26T21:59:31.2439185Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_bessel_y0_cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 12%] 2025-08-26T21:59:31.2439573Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_chebyshev_polynomial_t_cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 12%] 2025-08-26T21:59:31.2440014Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_i1e_cuda_float32 PASSED [0.2495s] [ 12%] 2025-08-26T21:59:31.2440365Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_shifted_chebyshev_polynomial_u_cuda_float32 SKIPPED [0.0011s] (Skipped! Forward AD not supported.) [ 12%] 2025-08-26T21:59:31.2440782Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_spherical_bessel_j0_cuda_float32 SKIPPED [0.0010s] (Skipped! Forward AD not supported.) [ 12%] 2025-08-26T21:59:31.2442083Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_zeta_cuda_float32 SKIPPED [0.0011s] (Skipped! Forward AD not supported.) [ 13%] 2025-08-26T21:59:31.2442395Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_stft_cuda_float32 PASSED [0.3440s] [ 13%] 2025-08-26T21:59:31.2442642Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sub_cuda_float32 PASSED [0.0225s] [ 13%] 2025-08-26T21:59:31.2442894Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sum_to_size_cuda_float32 PASSED [0.0193s] [ 13%] 2025-08-26T21:59:31.2443164Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_take_along_dim_cuda_float32 PASSED [0.0078s] [ 13%] 2025-08-26T21:59:31.2443422Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_tanh_cuda_float32 PASSED [0.0226s] [ 13%] 2025-08-26T21:59:31.2443672Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_tensordot_cuda_float32 PASSED [0.0075s] [ 13%] 2025-08-26T21:59:31.2443922Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_to_cuda_float32 PASSED [0.0293s] [ 13%] 2025-08-26T21:59:31.2444164Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_topk_cuda_float32 PASSED [0.0182s] [ 13%] 2025-08-26T21:59:31.2444410Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_trace_cuda_float32 PASSED [0.0035s] [ 13%] 2025-08-26T21:59:31.2444667Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_transpose_copy_cuda_float32 PASSED [0.0111s] [ 13%] 2025-08-26T21:59:31.2445829Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_transpose_cuda_float32 PASSED [0.0182s] [ 13%] 2025-08-26T21:59:31.2446101Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_triangular_solve_cuda_float32 PASSED [0.0303s] [ 13%] 2025-08-26T21:59:31.2446358Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_triu_cuda_float32 PASSED [0.0184s] [ 13%] 2025-08-26T21:59:31.2446610Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_unbind_copy_cuda_float32 PASSED [0.0215s] [ 13%] 2025-08-26T21:59:31.2446872Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_unfold_copy_cuda_float32 PASSED [0.0268s] [ 13%] 2025-08-26T21:59:31.2447127Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_var_cuda_float32 PASSED [0.0158s] [ 13%] 2025-08-26T21:59:31.2447383Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_view_as_complex_cuda_float32 XFAIL [0.0036s] [ 13%] 2025-08-26T21:59:31.2447641Z functorch/test_ops.py::TestOperatorsCUDA::test_jvp_vsplit_cuda_float32 PASSED [0.0068s] [ 13%] 2025-08-26T21:59:31.2447936Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_MulGenVmapAutogradFunction_cuda_float32 PASSED [0.0131s] [ 13%] 2025-08-26T21:59:31.2448274Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_NumpyCubeAutogradFunction_cuda_float32 PASSED [0.0165s] [ 13%] 2025-08-26T21:59:31.2448606Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_NumpyMulAutogradFunction_cuda_float32 PASSED [0.0142s] [ 13%] 2025-08-26T21:59:31.2449959Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_ScaleGradGenVmapAutogradFunction_cuda_float32 PASSED [0.0068s] [ 13%] 2025-08-26T21:59:31.2450326Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_ZeroGradientsGenVmapAutogradFunction_cuda_float32 PASSED [0.0154s] [ 13%] 2025-08-26T21:59:31.2450729Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_MulGenVmapAutogradFunction_cuda_float32 PASSED [0.0057s] [ 13%] 2025-08-26T21:59:31.2451073Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_NumpyCubeNotComposableAutogradFunction_cuda_float32 XFAIL [0.0035s] [ 14%] 2025-08-26T21:59:31.2451418Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_NumpyMulAutogradFunction_cuda_float32 PASSED [0.0058s] [ 14%] 2025-08-26T21:59:31.2451768Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_SelectAutogradFunction_cuda_float32 PASSED [0.0039s] [ 14%] 2025-08-26T21:59:31.2452056Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp___rmatmul___cuda_float32 PASSED [0.0277s] [ 14%] 2025-08-26T21:59:31.2452322Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp___rmul___cuda_float32 PASSED [0.0158s] [ 14%] 2025-08-26T21:59:31.2452583Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp___rpow___cuda_float32 PASSED [0.0242s] [ 14%] 2025-08-26T21:59:31.2452899Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__chunk_cat_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 14%] 2025-08-26T21:59:31.2453232Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__segment_reduce_offsets_cuda_float32 XFAIL [0.0082s] [ 14%] 2025-08-26T21:59:31.2454459Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__softmax_backward_data_cuda_float32 PASSED [0.0107s] [ 14%] 2025-08-26T21:59:31.2454764Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__upsample_bilinear2d_aa_cuda_float32 PASSED [0.0131s] [ 14%] 2025-08-26T21:59:31.2455042Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_abs_cuda_float32 PASSED [0.0034s] [ 14%] 2025-08-26T21:59:31.2455298Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_acos_cuda_float32 PASSED [0.0117s] [ 14%] 2025-08-26T21:59:31.2455608Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_allclose_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 14%] 2025-08-26T21:59:31.2455915Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_amax_cuda_float32 PASSED [0.0386s] [ 14%] 2025-08-26T21:59:31.2456174Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_angle_cuda_float32 PASSED [0.0033s] [ 14%] 2025-08-26T21:59:31.2456481Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_argwhere_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 14%] 2025-08-26T21:59:31.2456800Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_as_strided_cuda_float32 PASSED [0.0076s] [ 14%] 2025-08-26T21:59:31.2457079Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_as_strided_scatter_cuda_float32 PASSED [0.0121s] [ 14%] 2025-08-26T21:59:31.2458245Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_asinh_cuda_float32 PASSED [0.0109s] [ 14%] 2025-08-26T21:59:31.2458508Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_atan_cuda_float32 PASSED [0.0073s] [ 14%] 2025-08-26T21:59:31.2458772Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_atleast_2d_cuda_float32 PASSED [0.0088s] [ 14%] 2025-08-26T21:59:31.2459044Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_block_diag_cuda_float32 PASSED [0.0088s] [ 14%] 2025-08-26T21:59:31.2459388Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_bool_functorch_no_channels_last_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 14%] 2025-08-26T21:59:31.2459904Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_byte_functorch_no_channels_last_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 14%] 2025-08-26T21:59:31.2460246Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cdouble_cuda_float32 PASSED [0.0071s] [ 14%] 2025-08-26T21:59:31.2460505Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cfloat_cuda_float32 PASSED [0.0072s] [ 14%] 2025-08-26T21:59:31.2460761Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_chalf_cuda_float32 PASSED [0.0071s] [ 15%] 2025-08-26T21:59:31.2461014Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_chunk_cuda_float32 PASSED [0.0058s] [ 15%] 2025-08-26T21:59:31.2461266Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_clamp_cuda_float32 PASSED [0.0135s] [ 15%] 2025-08-26T21:59:31.2462493Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_complex_cuda_float32 PASSED [0.0207s] [ 15%] 2025-08-26T21:59:31.2462759Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cumprod_cuda_float32 PASSED [0.0346s] [ 15%] 2025-08-26T21:59:31.2463077Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cumulative_trapezoid_cuda_float32 PASSED [0.0210s] [ 15%] 2025-08-26T21:59:31.2463464Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_diagonal_cuda_float32 PASSED [0.0160s] [ 15%] 2025-08-26T21:59:31.2463727Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_digamma_cuda_float32 PASSED [0.0053s] [ 15%] 2025-08-26T21:59:31.2463984Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_dist_cuda_float32 PASSED [0.1220s] [ 15%] 2025-08-26T21:59:31.2464257Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_div_floor_rounding_cuda_float32 PASSED [0.0138s] [ 15%] 2025-08-26T21:59:31.2464550Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_div_no_rounding_mode_cuda_float32 PASSED [0.0168s] [ 15%] 2025-08-26T21:59:31.2464839Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_div_trunc_rounding_cuda_float32 PASSED [0.0134s] [ 15%] 2025-08-26T21:59:31.2465163Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_empty_like_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 15%] 2025-08-26T21:59:31.2465518Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_eq_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 15%] 2025-08-26T21:59:31.2466775Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_equal_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 15%] 2025-08-26T21:59:31.2467080Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_expand_cuda_float32 PASSED [0.0101s] [ 15%] 2025-08-26T21:59:31.2467390Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_exponential_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 15%] 2025-08-26T21:59:31.2467748Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_eye_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 15%] 2025-08-26T21:59:31.2468057Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_fft2_cuda_float32 PASSED [0.0244s] [ 15%] 2025-08-26T21:59:31.2468329Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_hfftn_cuda_float32 PASSED [0.0243s] [ 15%] 2025-08-26T21:59:31.2468593Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_ifft2_cuda_float32 PASSED [0.0102s] [ 15%] 2025-08-26T21:59:31.2468858Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_ifftn_cuda_float32 PASSED [0.0123s] [ 15%] 2025-08-26T21:59:31.2469120Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_ihfft_cuda_float32 PASSED [0.0121s] [ 15%] 2025-08-26T21:59:31.2469386Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_ihfftn_cuda_float32 PASSED [0.0319s] [ 15%] 2025-08-26T21:59:31.2469649Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_irfft_cuda_float32 PASSED [0.0118s] [ 15%] 2025-08-26T21:59:31.2470927Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_irfftn_cuda_float32 PASSED [0.1565s] [ 16%] 2025-08-26T21:59:31.2471190Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fill_cuda_float32 PASSED [0.0052s] [ 16%] 2025-08-26T21:59:31.2471452Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_flatten_cuda_float32 PASSED [0.0074s] [ 16%] 2025-08-26T21:59:31.2471710Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fliplr_cuda_float32 PASSED [0.0042s] [ 16%] 2025-08-26T21:59:31.2471967Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_flipud_cuda_float32 PASSED [0.0039s] [ 16%] 2025-08-26T21:59:31.2472282Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_floor_divide_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 16%] 2025-08-26T21:59:31.2472593Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fmin_cuda_float32 PASSED [0.0161s] [ 16%] 2025-08-26T21:59:31.2472914Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_frac_cuda_float32 PASSED [0.0032s] [ 16%] 2025-08-26T21:59:31.2473221Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_geometric_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 16%] 2025-08-26T21:59:31.2473534Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_gradient_cuda_float32 PASSED [0.0453s] [ 16%] 2025-08-26T21:59:31.2473828Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_half_cuda_float32 PASSED [0.0071s] [ 16%] 2025-08-26T21:59:31.2474996Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_hsplit_cuda_float32 PASSED [0.0048s] [ 16%] 2025-08-26T21:59:31.2475252Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_i0_cuda_float32 PASSED [0.0061s] [ 16%] 2025-08-26T21:59:31.2475512Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_fill_cuda_float32 PASSED [0.0108s] [ 16%] 2025-08-26T21:59:31.2475789Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_reduce_amax_cuda_float32 XFAIL [0.0032s] [ 16%] 2025-08-26T21:59:31.2476074Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_reduce_amin_cuda_float32 XFAIL [0.0031s] [ 16%] 2025-08-26T21:59:31.2476425Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_int_functorch_no_channels_last_cuda_float32 SKIPPED [0.0013s] (Skipped! Autograd not supported.) [ 16%] 2025-08-26T21:59:31.2476813Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_isfinite_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 16%] 2025-08-26T21:59:31.2477168Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_isneginf_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 16%] 2025-08-26T21:59:31.2477517Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_item_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 16%] 2025-08-26T21:59:31.2477822Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_kthvalue_cuda_float32 PASSED [0.0128s] [ 16%] 2025-08-26T21:59:31.2478979Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_lgamma_cuda_float32 PASSED [0.0052s] [ 16%] 2025-08-26T21:59:31.2479257Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_cholesky_cuda_float32 PASSED [0.0436s] [ 16%] 2025-08-26T21:59:31.2479544Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_cholesky_ex_cuda_float32 PASSED [0.0403s] [ 16%] 2025-08-26T21:59:31.2479908Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_eigvals_cuda_float32 PASSED [0.2749s] [ 16%] 2025-08-26T21:59:31.2480184Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_inv_ex_cuda_float32 PASSED [0.0151s] [ 16%] 2025-08-26T21:59:31.2480550Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_ldl_solve_cuda_float32 SKIPPED [0.0005s] (skipCUDAIfRocm: test doesn't currently work on the ROCm stack) [ 17%] 2025-08-26T21:59:31.2480911Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_lu_cuda_float32 PASSED [0.1065s] [ 17%] 2025-08-26T21:59:31.2481182Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_lu_solve_cuda_float32 PASSED [0.6719s] [ 17%] 2025-08-26T21:59:31.2481467Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_matrix_norm_cuda_float32 PASSED [0.1668s] [ 17%] 2025-08-26T21:59:31.2481749Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_norm_cuda_float32 PASSED [0.1613s] [ 17%] 2025-08-26T21:59:31.2482054Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_norm_subgradients_at_zero_cuda_float32 PASSED [0.1290s] [ 17%] 2025-08-26T21:59:31.2483263Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_slogdet_cuda_float32 PASSED [0.0195s] [ 17%] 2025-08-26T21:59:31.2483544Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_solve_ex_cuda_float32 PASSED [0.0484s] [ 17%] 2025-08-26T21:59:31.2483835Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_solve_triangular_cuda_float32 PASSED [0.5698s] [ 17%] 2025-08-26T21:59:31.2484130Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_tensorsolve_cuda_float32 PASSED [0.0175s] [ 17%] 2025-08-26T21:59:31.2484469Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_vector_norm_cuda_float32 PASSED [0.3075s] [ 17%] 2025-08-26T21:59:31.2484813Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linspace_tensor_overload_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 17%] 2025-08-26T21:59:31.2485195Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logcumsumexp_cuda_float32 PASSED [0.0217s] [ 17%] 2025-08-26T21:59:31.2485512Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logical_or_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 17%] 2025-08-26T21:59:31.2485836Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_log_softmax_cuda_float32 PASSED [0.0382s] [ 17%] 2025-08-26T21:59:31.2486116Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_select_cuda_float32 PASSED [0.0127s] [ 17%] 2025-08-26T21:59:31.2486393Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_softmin_cuda_float32 PASSED [0.0409s] [ 17%] 2025-08-26T21:59:31.2487577Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_std_cuda_float32 PASSED [0.1659s] [ 17%] 2025-08-26T21:59:31.2487867Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_meshgrid_list_of_tensors_cuda_float32 PASSED [0.0195s] [ 17%] 2025-08-26T21:59:31.2488167Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_min_reduction_no_dim_cuda_float32 PASSED [0.0067s] [ 17%] 2025-08-26T21:59:31.2488444Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_mode_cuda_float32 PASSED [0.0119s] [ 17%] 2025-08-26T21:59:31.2488704Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_movedim_cuda_float32 PASSED [0.0043s] [ 17%] 2025-08-26T21:59:31.2488982Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_mvlgamma_mvlgamma_p_5_cuda_float32 PASSED [0.0195s] [ 17%] 2025-08-26T21:59:31.2489264Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nan_to_num_cuda_float32 PASSED [0.0065s] [ 17%] 2025-08-26T21:59:31.2489529Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nanmean_cuda_float32 PASSED [0.0836s] [ 17%] 2025-08-26T21:59:31.2489870Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_neg_cuda_float32 PASSED [0.0037s] [ 18%] 2025-08-26T21:59:31.2490168Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_adaptive_avg_pool2d_cuda_float32 PASSED [0.0126s] [ 18%] 2025-08-26T21:59:31.2490493Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_avg_pool3d_cuda_float32 PASSED [0.0151s] [ 18%] 2025-08-26T21:59:31.2491704Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_bilinear_cuda_float32 PASSED [0.1130s] [ 18%] 2025-08-26T21:59:31.2492012Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_no_bias_cuda_float32 PASSED [0.0047s] [ 18%] 2025-08-26T21:59:31.2492352Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32 PASSED [0.1070s] [ 18%] 2025-08-26T21:59:31.2492700Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_stride_no_bias_cuda_float32 PASSED [0.0046s] [ 18%] 2025-08-26T21:59:31.2493065Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32 PASSED [0.1026s] [ 18%] 2025-08-26T21:59:31.2493416Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_with_bias_cuda_float32 PASSED [0.0048s] [ 18%] 2025-08-26T21:59:31.2493759Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_feature_alpha_dropout_without_train_cuda_float32 PASSED [0.0147s] [ 18%] 2025-08-26T21:59:31.2494095Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_grid_sample_cuda_float32 XFAIL [0.0039s] [ 18%] 2025-08-26T21:59:31.2494401Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_group_norm_cuda_float32 PASSED [0.1210s] [ 18%] 2025-08-26T21:59:31.2494712Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_instance_norm_cuda_float32 PASSED [0.0391s] [ 18%] 2025-08-26T21:59:31.2495083Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_interpolate_area_cuda_float32 PASSED [0.0289s] [ 18%] 2025-08-26T21:59:31.2496333Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_local_response_norm_cuda_float32 PASSED [0.0410s] [ 18%] 2025-08-26T21:59:31.2496649Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_max_pool1d_cuda_float32 PASSED [0.9242s] [ 18%] 2025-08-26T21:59:31.2496991Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_max_pool3d_cuda_float32 PASSED [0.5810s] [ 18%] 2025-08-26T21:59:31.2497294Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_max_unpool3d_cuda_float32 PASSED [0.1143s] [ 18%] 2025-08-26T21:59:31.2497605Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_multi_margin_loss_cuda_float32 XFAIL [0.0069s] [ 18%] 2025-08-26T21:59:31.2497915Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pad_constant_cuda_float32 PASSED [0.0462s] [ 18%] 2025-08-26T21:59:31.2498225Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pad_replicate_cuda_float32 PASSED [0.0134s] [ 18%] 2025-08-26T21:59:31.2498549Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pad_replicate_negative_cuda_float32 PASSED [0.0081s] [ 18%] 2025-08-26T21:59:31.2498884Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pairwise_distance_cuda_float32 PASSED [0.0162s] [ 18%] 2025-08-26T21:59:31.2499193Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_relu6_cuda_float32 PASSED [0.0053s] [ 18%] 2025-08-26T21:59:31.2499482Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_relu_cuda_float32 PASSED [0.0063s] [ 18%] 2025-08-26T21:59:31.2500794Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_rms_norm_cuda_float32 PASSED [0.0154s] [ 18%] 2025-08-26T21:59:31.2501090Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_rrelu_cuda_float32 PASSED [0.0095s] [ 19%] 2025-08-26T21:59:31.2501378Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_silu_cuda_float32 PASSED [0.0144s] [ 19%] 2025-08-26T21:59:31.2501670Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_softsign_cuda_float32 PASSED [0.0080s] [ 19%] 2025-08-26T21:59:31.2501967Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_threshold_cuda_float32 PASSED [0.0066s] [ 19%] 2025-08-26T21:59:31.2502282Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_upsample_bilinear_cuda_float32 PASSED [0.0066s] [ 19%] 2025-08-26T21:59:31.2502573Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_norm_cuda_float32 PASSED [0.0694s] [ 19%] 2025-08-26T21:59:31.2502837Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_norm_nuc_cuda_float32 PASSED [0.0092s] [ 19%] 2025-08-26T21:59:31.2503202Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_normal_cuda_float32 XFAIL [0.0114s] [ 19%] 2025-08-26T21:59:31.2503522Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_normal_in_place_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 19%] 2025-08-26T21:59:31.2503952Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 19%] 2025-08-26T21:59:31.2505271Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ops_aten_index_put_functorch_cuda_float32 PASSED [0.0392s] [ 19%] 2025-08-26T21:59:31.2505587Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_polygamma_polygamma_n_1_cuda_float32 PASSED [0.0134s] [ 19%] 2025-08-26T21:59:31.2505913Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_randn_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 19%] 2025-08-26T21:59:31.2506224Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_reshape_as_cuda_float32 PASSED [0.0058s] [ 19%] 2025-08-26T21:59:31.2506496Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_resolve_conj_cuda_float32 PASSED [0.0039s] [ 19%] 2025-08-26T21:59:31.2506833Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_resolve_neg_cuda_float32 PASSED [0.0039s] [ 19%] 2025-08-26T21:59:31.2507094Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_rot90_cuda_float32 PASSED [0.0337s] [ 19%] 2025-08-26T21:59:31.2507349Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_rsub_cuda_float32 PASSED [0.0162s] [ 19%] 2025-08-26T21:59:31.2507661Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_scatter_reduce_amax_cuda_float32 PASSED [0.0627s] [ 19%] 2025-08-26T21:59:31.2507950Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_scatter_reduce_amin_cuda_float32 PASSED [0.0604s] [ 19%] 2025-08-26T21:59:31.2508237Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_scatter_reduce_prod_cuda_float32 PASSED [0.0734s] [ 19%] 2025-08-26T21:59:31.2509777Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_searchsorted_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 19%] 2025-08-26T21:59:31.2510110Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_select_scatter_cuda_float32 PASSED [0.0093s] [ 19%] 2025-08-26T21:59:31.2510463Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_short_functorch_no_channels_last_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 19%] 2025-08-26T21:59:31.2510883Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_signal_windows_blackman_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 19%] 2025-08-26T21:59:31.2511255Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sparse_mm_reduce_cuda_float32 SKIPPED [0.0004s] (Only runs on cpu) [ 20%] 2025-08-26T21:59:31.2511615Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_bessel_j1_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 20%] 2025-08-26T21:59:31.2511992Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_bessel_y0_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 20%] 2025-08-26T21:59:31.2512369Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_bessel_y1_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 20%] 2025-08-26T21:59:31.2512765Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_chebyshev_polynomial_v_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 20%] 2025-08-26T21:59:31.2513117Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_erfcx_cuda_float32 PASSED [0.0070s] [ 20%] 2025-08-26T21:59:31.2513394Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_i0e_cuda_float32 PASSED [0.0059s] [ 20%] 2025-08-26T21:59:31.2514563Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_i1_cuda_float32 PASSED [0.0074s] [ 20%] 2025-08-26T21:59:31.2514845Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_log_ndtr_cuda_float32 PASSED [0.0068s] [ 20%] 2025-08-26T21:59:31.2515125Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_ndtri_cuda_float32 PASSED [0.0056s] [ 20%] 2025-08-26T21:59:31.2515486Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_shifted_chebyshev_polynomial_v_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 20%] 2025-08-26T21:59:31.2515855Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_split_with_sizes_copy_cuda_float32 PASSED [0.0071s] [ 20%] 2025-08-26T21:59:31.2516129Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_std_cuda_float32 PASSED [0.0198s] [ 20%] 2025-08-26T21:59:31.2516385Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sum_cuda_float32 PASSED [0.0198s] [ 20%] 2025-08-26T21:59:31.2516647Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_svd_lowrank_cuda_float32 PASSED [0.3037s] [ 20%] 2025-08-26T21:59:31.2516913Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_t_copy_cuda_float32 PASSED [0.0058s] [ 20%] 2025-08-26T21:59:31.2517170Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_take_cuda_float32 PASSED [0.0123s] [ 20%] 2025-08-26T21:59:31.2517423Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_to_cuda_float32 PASSED [0.0277s] [ 20%] 2025-08-26T21:59:31.2518651Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_torch_ops_aten__safe_softmax_default_cuda_float32 PASSED [0.0159s] [ 20%] 2025-08-26T21:59:31.2518948Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_trace_cuda_float32 PASSED [0.0035s] [ 20%] 2025-08-26T21:59:31.2519217Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_triangular_solve_cuda_float32 PASSED [0.0334s] [ 20%] 2025-08-26T21:59:31.2519534Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unbind_copy_cuda_float32 PASSED [0.0100s] [ 20%] 2025-08-26T21:59:31.2519880Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unfold_copy_cuda_float32 PASSED [0.0241s] [ 20%] 2025-08-26T21:59:31.2520151Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unsafe_split_cuda_float32 PASSED [0.0043s] [ 20%] 2025-08-26T21:59:31.2520428Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unsqueeze_copy_cuda_float32 PASSED [0.0102s] [ 20%] 2025-08-26T21:59:31.2520705Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_var_mean_cuda_float32 PASSED [0.0174s] [ 20%] 2025-08-26T21:59:31.2520981Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_view_as_complex_cuda_float32 PASSED [0.0032s] [ 21%] 2025-08-26T21:59:31.2521255Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_vsplit_cuda_float32 PASSED [0.0047s] [ 21%] 2025-08-26T21:59:31.2521514Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_xlogy_cuda_float32 PASSED [0.0191s] [ 21%] 2025-08-26T21:59:31.2522694Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_MulGenVmapAutogradFunction_cuda_float32 PASSED [0.0252s] [ 21%] 2025-08-26T21:59:31.2523030Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_NumpySortAutogradFunction_cuda_float32 PASSED [0.0162s] [ 21%] 2025-08-26T21:59:31.2523360Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_NumpyTakeAutogradFunction_cuda_float32 PASSED [0.0539s] [ 21%] 2025-08-26T21:59:31.2523710Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_ZeroGradientsGenVmapAutogradFunction_cuda_float32 PASSED [0.0174s] [ 21%] 2025-08-26T21:59:31.2524080Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_ForwardHasDefaultArgsAutogradFunction_cuda_float32 PASSED [0.0057s] [ 21%] 2025-08-26T21:59:31.2524441Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_NumpyExpMarkDirtyAutogradFunction_cuda_float32 PASSED [0.0055s] [ 21%] 2025-08-26T21:59:31.2524784Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_NumpySortAutogradFunction_cuda_float32 PASSED [0.0076s] [ 21%] 2025-08-26T21:59:31.2525108Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_NumpyTakeAutogradFunction_cuda_float32 PASSED [0.0225s] [ 21%] 2025-08-26T21:59:31.2525443Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_CubeGenVmapAutogradFunction_cuda_float32 PASSED [0.0227s] [ 21%] 2025-08-26T21:59:31.2525801Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_NumpyExpMarkDirtyAutogradFunction_cuda_float32 PASSED [0.0107s] [ 21%] 2025-08-26T21:59:31.2527016Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_NumpySortAutogradFunction_cuda_float32 PASSED [0.0182s] [ 21%] 2025-08-26T21:59:31.2527369Z functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_ScaleGradGenVmapAutogradFunction_cuda_float32 PASSED [0.0101s] [ 21%] 2025-08-26T21:59:31.2527687Z functorch/test_ops.py::TestOperatorsCUDA::test_ordered_bool_raises_topk_cuda_bool PASSED [0.0093s] [ 21%] 2025-08-26T21:59:31.2527982Z functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_argmax_cuda_complex64 PASSED [0.0084s] [ 21%] 2025-08-26T21:59:31.2528285Z functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_ceil_cuda_complex32 PASSED [0.0027s] [ 21%] 2025-08-26T21:59:31.2528582Z functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_gt_cuda_complex64 PASSED [0.0071s] [ 21%] 2025-08-26T21:59:31.2528883Z functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_maximum_cuda_complex128 PASSED [0.0067s] [ 21%] 2025-08-26T21:59:31.2529186Z functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_sort_cuda_complex32 PASSED [0.0203s] [ 21%] 2025-08-26T21:59:31.2529541Z functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_sort_cuda_complex64 PASSED [0.0205s] [ 21%] 2025-08-26T21:59:31.2529936Z functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_contiguous_grad_op_vjp_cuda_float32 PASSED [0.0028s] [ 21%] 2025-08-26T21:59:31.2530295Z functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_expand_grad_op_vjp_cuda_float32 PASSED [0.0039s] [ 21%] 2025-08-26T21:59:31.2531476Z functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_flatten_grad_op_jvp_cuda_float32 PASSED [0.0035s] [ 21%] 2025-08-26T21:59:31.2531794Z functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_flatten_grad_op_vjp_cuda_float32 PASSED [0.0034s] [ 22%] 2025-08-26T21:59:31.2532124Z functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_dsplit_grad_op_jvp_cuda_float32 PASSED [0.0028s] [ 22%] 2025-08-26T21:59:31.2532478Z functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_split_grad_op_vjp_cuda_float32 PASSED [0.0027s] [ 22%] 2025-08-26T21:59:31.2532821Z functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_unbind_grad_op_jvp_cuda_float32 PASSED [0.0034s] [ 22%] 2025-08-26T21:59:31.2533146Z functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_mH_grad_op_jvp_cuda_float32 PASSED [0.0032s] [ 22%] 2025-08-26T21:59:31.2533452Z functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_mT_grad_op_jvp_cuda_float32 PASSED [0.0034s] [ 22%] 2025-08-26T21:59:31.2533758Z functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_movedim_grad_op_jvp_cuda_float32 PASSED [0.0027s] [ 22%] 2025-08-26T21:59:31.2534074Z functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_permute_grad_op_vjp_cuda_float32 PASSED [0.0031s] [ 22%] 2025-08-26T21:59:31.2534391Z functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_positive_grad_op_jvp_cuda_float32 PASSED [0.0023s] [ 22%] 2025-08-26T21:59:31.2534717Z functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_resolve_neg_grad_op_vjp_cuda_float32 PASSED [0.0025s] [ 22%] 2025-08-26T21:59:31.2535898Z functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_special_grad_op_jvp_cuda PASSED [0.0009s] [ 22%] 2025-08-26T21:59:31.2536197Z functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_special_grad_op_vjp_cuda PASSED [0.0008s] [ 22%] 2025-08-26T21:59:31.2536504Z functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_squeeze_grad_op_vjp_cuda_float32 PASSED [0.0037s] [ 22%] 2025-08-26T21:59:31.2536834Z functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_squeeze_multiple_grad_op_jvp_cuda_float32 PASSED [0.0034s] [ 22%] 2025-08-26T21:59:31.2537162Z functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_unfold_grad_op_jvp_cuda_float32 PASSED [0.0063s] [ 22%] 2025-08-26T21:59:31.2537483Z functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_unsqueeze_grad_op_vjp_cuda_float32 PASSED [0.0038s] [ 22%] 2025-08-26T21:59:31.2537799Z functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_view_grad_op_vjp_cuda_float32 PASSED [0.0035s] [ 22%] 2025-08-26T21:59:31.2538073Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_H_cuda_float32 PASSED [0.0055s] [ 22%] 2025-08-26T21:59:31.2538351Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_MulGenVmapAutogradFunction_cuda_float32 PASSED [0.0057s] [ 22%] 2025-08-26T21:59:31.2538663Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_NumpyTakeAutogradFunction_cuda_float32 PASSED [0.0063s] [ 22%] 2025-08-26T21:59:31.2538966Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_SelectAutogradFunction_cuda_float32 PASSED [0.0046s] [ 22%] 2025-08-26T21:59:31.2540194Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp___getitem___cuda_float32 PASSED [0.0310s] [ 22%] 2025-08-26T21:59:31.2540469Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp__batch_norm_with_update_cuda_float32 PASSED [0.7930s] [ 22%] 2025-08-26T21:59:31.2540841Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp__chunk_cat_cuda_float32 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 22%] 2025-08-26T21:59:31.2541157Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp__segment_reduce_lengths_cuda_float32 PASSED [0.1679s] [ 22%] 2025-08-26T21:59:31.2541423Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_add_cuda_float32 PASSED [0.0197s] [ 22%] 2025-08-26T21:59:31.2541710Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_addbmm_cuda_float32 PASSED [0.0190s] [ 23%] 2025-08-26T21:59:31.2541959Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_addmm_cuda_float32 PASSED [0.0157s] [ 23%] 2025-08-26T21:59:31.2542221Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_addmm_decomposed_cuda_float32 PASSED [0.0152s] [ 23%] 2025-08-26T21:59:31.2542482Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_addr_cuda_float32 PASSED [0.0110s] [ 23%] 2025-08-26T21:59:31.2542778Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_argmax_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 23%] 2025-08-26T21:59:31.2543230Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_argmin_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 23%] 2025-08-26T21:59:31.2544475Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_argwhere_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 23%] 2025-08-26T21:59:31.2544798Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_as_strided_partial_views_cuda_float32 XFAIL [0.0042s] [ 23%] 2025-08-26T21:59:31.2545066Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_atan_cuda_float32 PASSED [0.0040s] [ 23%] 2025-08-26T21:59:31.2545319Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_bfloat16_cuda_float32 PASSED [0.0090s] [ 23%] 2025-08-26T21:59:31.2545609Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_bfloat16_functorch_no_channels_last_cuda_float32 PASSED [0.0075s] [ 23%] 2025-08-26T21:59:31.2545894Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_bmm_cuda_float32 PASSED [0.0043s] [ 23%] 2025-08-26T21:59:31.2546206Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_broadcast_shapes_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 23%] 2025-08-26T21:59:31.2546527Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_broadcast_to_cuda_float32 PASSED [0.0113s] [ 23%] 2025-08-26T21:59:31.2546840Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_bucketize_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 23%] 2025-08-26T21:59:31.2547184Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_byte_cuda_float32 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 23%] 2025-08-26T21:59:31.2548345Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cat_cuda_float32 PASSED [0.0158s] [ 23%] 2025-08-26T21:59:31.2548643Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cauchy_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 23%] 2025-08-26T21:59:31.2548936Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_ceil_cuda_float32 PASSED [0.0038s] [ 23%] 2025-08-26T21:59:31.2549186Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cfloat_cuda_float32 PASSED [0.0089s] [ 23%] 2025-08-26T21:59:31.2549514Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_char_functorch_no_channels_last_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 23%] 2025-08-26T21:59:31.2549990Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_clamp_max_cuda_float32 PASSED [0.0178s] [ 23%] 2025-08-26T21:59:31.2550244Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_clone_cuda_float32 PASSED [0.0049s] [ 23%] 2025-08-26T21:59:31.2550506Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_column_stack_cuda_float32 PASSED [0.0074s] [ 23%] 2025-08-26T21:59:31.2550772Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_complex_cuda_float32 PASSED [0.0172s] [ 23%] 2025-08-26T21:59:31.2551020Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cov_cuda_float32 PASSED [0.1188s] [ 24%] 2025-08-26T21:59:31.2551264Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cross_cuda_float32 PASSED [0.0075s] [ 24%] 2025-08-26T21:59:31.2552492Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cummin_cuda_float32 PASSED [0.0109s] [ 24%] 2025-08-26T21:59:31.2552747Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cumprod_cuda_float32 PASSED [0.0215s] [ 24%] 2025-08-26T21:59:31.2553019Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cumulative_trapezoid_cuda_float32 PASSED [0.0213s] [ 24%] 2025-08-26T21:59:31.2553340Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_diag_embed_cuda_float32 PASSED [0.0216s] [ 24%] 2025-08-26T21:59:31.2553591Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_diff_cuda_float32 PASSED [0.1342s] [ 24%] 2025-08-26T21:59:31.2553831Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_dist_cuda_float32 PASSED [0.1089s] [ 24%] 2025-08-26T21:59:31.2554090Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_div_trunc_rounding_cuda_float32 PASSED [0.0179s] [ 24%] 2025-08-26T21:59:31.2554351Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_dstack_cuda_float32 PASSED [0.0066s] [ 24%] 2025-08-26T21:59:31.2554648Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_empty_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 24%] 2025-08-26T21:59:31.2554999Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_empty_permuted_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 24%] 2025-08-26T21:59:31.2555364Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_exponential_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 24%] 2025-08-26T21:59:31.2556583Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_irfft2_cuda_float32 PASSED [0.3173s] [ 24%] 2025-08-26T21:59:31.2556841Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_irfft_cuda_float32 PASSED [0.0140s] [ 24%] 2025-08-26T21:59:31.2557091Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_flip_cuda_float32 PASSED [0.0143s] [ 24%] 2025-08-26T21:59:31.2557342Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_float_power_cuda_float32 PASSED [0.0220s] [ 24%] 2025-08-26T21:59:31.2557599Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_floor_cuda_float32 PASSED [0.0038s] [ 24%] 2025-08-26T21:59:31.2557896Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_geometric_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 24%] 2025-08-26T21:59:31.2558243Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_histc_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 24%] 2025-08-26T21:59:31.2558555Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_index_put_functorch_cuda_float32 PASSED [0.0168s] [ 24%] 2025-08-26T21:59:31.2558835Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_index_reduce_amin_cuda_float32 PASSED [0.0185s] [ 24%] 2025-08-26T21:59:31.2559098Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_inner_cuda_float32 PASSED [0.0063s] [ 24%] 2025-08-26T21:59:31.2559397Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isclose_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 24%] 2025-08-26T21:59:31.2560768Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isfinite_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 24%] 2025-08-26T21:59:31.2561113Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isin_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 24%] 2025-08-26T21:59:31.2561455Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isinf_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 25%] 2025-08-26T21:59:31.2561802Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isposinf_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 25%] 2025-08-26T21:59:31.2562143Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_item_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 25%] 2025-08-26T21:59:31.2562475Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_le_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 25%] 2025-08-26T21:59:31.2562781Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_cholesky_ex_cuda_float32 PASSED [0.0406s] [ 25%] 2025-08-26T21:59:31.2563116Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_diagonal_cuda_float32 PASSED [0.0212s] [ 25%] 2025-08-26T21:59:31.2563389Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_eigvalsh_cuda_float32 PASSED [0.0215s] [ 25%] 2025-08-26T21:59:31.2563693Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_inv_cuda_float32 PASSED [0.0160s] [ 25%] 2025-08-26T21:59:31.2564045Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_ldl_solve_cuda_float32 SKIPPED [0.0005s] (skipCUDAIfRocm: test doesn't currently work on the ROCm stack) [ 25%] 2025-08-26T21:59:31.2565316Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_lstsq_cuda_float32 PASSED [0.1762s] [ 25%] 2025-08-26T21:59:31.2565600Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_lstsq_grad_oriented_cuda_float32 PASSED [0.1754s] [ 25%] 2025-08-26T21:59:31.2565892Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_matrix_power_cuda_float32 PASSED [0.0395s] [ 25%] 2025-08-26T21:59:31.2566182Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_pinv_hermitian_cuda_float32 PASSED [0.0230s] [ 25%] 2025-08-26T21:59:31.2566551Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_pinv_singular_cuda_float32 SKIPPED [0.0005s] (test is slow; run with PYTORCH_TEST_WITH_SLOW to enable test) [ 25%] 2025-08-26T21:59:31.2566915Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_slogdet_cuda_float32 PASSED [0.0241s] [ 25%] 2025-08-26T21:59:31.2567198Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_solve_triangular_cuda_float32 PASSED [0.5267s] [ 25%] 2025-08-26T21:59:31.2567478Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_svdvals_cuda_float32 PASSED [0.0543s] [ 25%] 2025-08-26T21:59:31.2567749Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_tensorinv_cuda_float32 PASSED [0.0080s] [ 25%] 2025-08-26T21:59:31.2568025Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_tensorsolve_cuda_float32 PASSED [0.0139s] [ 25%] 2025-08-26T21:59:31.2569178Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_log1p_cuda_float32 PASSED [0.0041s] [ 25%] 2025-08-26T21:59:31.2569437Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_log_softmax_cuda_float32 PASSED [0.0116s] [ 25%] 2025-08-26T21:59:31.2569795Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logaddexp2_cuda_float32 PASSED [0.0043s] [ 25%] 2025-08-26T21:59:31.2570061Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logcumsumexp_cuda_float32 PASSED [0.0121s] [ 25%] 2025-08-26T21:59:31.2570373Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logical_xor_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 25%] 2025-08-26T21:59:31.2570672Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_lu_cuda_float32 PASSED [0.0890s] [ 25%] 2025-08-26T21:59:31.2570922Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_lu_unpack_cuda_float32 PASSED [0.0638s] [ 26%] 2025-08-26T21:59:31.2571169Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_mH_cuda_float32 PASSED [0.0091s] [ 26%] 2025-08-26T21:59:31.2571474Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_argmax_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 26%] 2025-08-26T21:59:31.2571834Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_argmin_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 26%] 2025-08-26T21:59:31.2572156Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_logsumexp_cuda_float32 PASSED [0.1520s] [ 26%] 2025-08-26T21:59:31.2573312Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_std_cuda_float32 PASSED [0.1102s] [ 26%] 2025-08-26T21:59:31.2573572Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_matmul_cuda_float32 PASSED [0.0310s] [ 26%] 2025-08-26T21:59:31.2573827Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_matrix_exp_cuda_float32 PASSED [0.0300s] [ 26%] 2025-08-26T21:59:31.2574099Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_max_reduction_no_dim_cuda_float32 PASSED [0.0058s] [ 26%] 2025-08-26T21:59:31.2574449Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_meshgrid_variadic_tensors_cuda_float32 PASSED [0.0247s] [ 26%] 2025-08-26T21:59:31.2574725Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_movedim_cuda_float32 PASSED [0.0051s] [ 26%] 2025-08-26T21:59:31.2574972Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_mv_cuda_float32 PASSED [0.0042s] [ 26%] 2025-08-26T21:59:31.2575254Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nanmean_cuda_float32 PASSED [0.0572s] [ 26%] 2025-08-26T21:59:31.2575512Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nanmedian_cuda_float32 PASSED [0.0217s] [ 26%] 2025-08-26T21:59:31.2575765Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_neg_cuda_float32 PASSED [0.0039s] [ 26%] 2025-08-26T21:59:31.2576050Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_adaptive_avg_pool3d_cuda_float32 PASSED [0.0183s] [ 26%] 2025-08-26T21:59:31.2577284Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32 PASSED [0.0051s] [ 26%] 2025-08-26T21:59:31.2577628Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_stride_no_bias_cuda_float32 PASSED [0.0044s] [ 26%] 2025-08-26T21:59:31.2577961Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_stride_with_bias_cuda_float32 PASSED [0.0049s] [ 26%] 2025-08-26T21:59:31.2578294Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_with_bias_cuda_float32 PASSED [0.0048s] [ 26%] 2025-08-26T21:59:31.2578603Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv_transpose1d_cuda_float32 PASSED [0.3330s] [ 26%] 2025-08-26T21:59:31.2578925Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_cosine_embedding_loss_cuda_float32 PASSED [0.0256s] [ 26%] 2025-08-26T21:59:31.2579223Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_elu_cuda_float32 PASSED [0.0062s] [ 26%] 2025-08-26T21:59:31.2579506Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_embedding_cuda_float32 PASSED [0.0066s] [ 26%] 2025-08-26T21:59:31.2579919Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_fractional_max_pool3d_cuda_float32 PASSED [0.1015s] [ 26%] 2025-08-26T21:59:31.2580233Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_instance_norm_cuda_float32 PASSED [0.2271s] [ 26%] 2025-08-26T21:59:31.2580542Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_interpolate_area_cuda_float32 PASSED [0.0326s] [ 27%] 2025-08-26T21:59:31.2581763Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_interpolate_nearest-exact_cuda_float32 PASSED [0.0312s] [ 27%] 2025-08-26T21:59:31.2582083Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_layer_norm_cuda_float32 PASSED [0.0145s] [ 27%] 2025-08-26T21:59:31.2582375Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_leaky_relu_cuda_float32 PASSED [0.0138s] [ 27%] 2025-08-26T21:59:31.2582667Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_logsigmoid_cuda_float32 PASSED [0.0060s] [ 27%] 2025-08-26T21:59:31.2582961Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_max_pool2d_cuda_float32 PASSED [1.8596s] [ 27%] 2025-08-26T21:59:31.2583403Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_max_pool3d_cuda_float32 PASSED [0.7812s] [ 27%] 2025-08-26T21:59:31.2583707Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_max_unpool1d_grad_cuda_float32 PASSED [0.0406s] [ 27%] 2025-08-26T21:59:31.2584013Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_max_unpool2d_cuda_float32 PASSED [0.4315s] [ 27%] 2025-08-26T21:59:31.2584319Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_max_unpool3d_grad_cuda_float32 PASSED [0.0293s] [ 27%] 2025-08-26T21:59:31.2584628Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_pixel_shuffle_cuda_float32 PASSED [0.0077s] [ 27%] 2025-08-26T21:59:31.2584934Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_pixel_unshuffle_cuda_float32 PASSED [0.0077s] [ 27%] 2025-08-26T21:59:31.2586204Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_softmin_with_dtype_cuda_float32 PASSED [0.0124s] [ 27%] 2025-08-26T21:59:31.2586510Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_tanhshrink_cuda_float32 PASSED [0.0063s] [ 27%] 2025-08-26T21:59:31.2586835Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_threshold_cuda_float32 PASSED [0.0080s] [ 27%] 2025-08-26T21:59:31.2587138Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_triplet_margin_loss_cuda_float32 PASSED [0.0227s] [ 27%] 2025-08-26T21:59:31.2587476Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_triplet_margin_with_distance_loss_cuda_float32 PASSED [0.0231s] [ 27%] 2025-08-26T21:59:31.2587796Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_unfold_cuda_float32 PASSED [0.1889s] [ 27%] 2025-08-26T21:59:31.2588059Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_norm_cuda_float32 PASSED [0.0654s] [ 27%] 2025-08-26T21:59:31.2588312Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_norm_inf_cuda_float32 PASSED [0.0088s] [ 27%] 2025-08-26T21:59:31.2588563Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_ormqr_cuda_float32 PASSED [0.3949s] [ 27%] 2025-08-26T21:59:31.2588816Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_permute_cuda_float32 PASSED [0.0076s] [ 27%] 2025-08-26T21:59:31.2589070Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_pinverse_cuda_float32 PASSED [0.0230s] [ 27%] 2025-08-26T21:59:31.2590335Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_polar_cuda_float32 PASSED [0.0195s] [ 27%] 2025-08-26T21:59:31.2590605Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_polygamma_polygamma_n_0_cuda_float32 PASSED [0.0157s] [ 27%] 2025-08-26T21:59:31.2590880Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_positive_cuda_float32 PASSED [0.0036s] [ 28%] 2025-08-26T21:59:31.2591131Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_prod_cuda_float32 PASSED [0.0626s] [ 28%] 2025-08-26T21:59:31.2591435Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_randint_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 28%] 2025-08-26T21:59:31.2591732Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_real_cuda_float32 PASSED [0.0055s] [ 28%] 2025-08-26T21:59:31.2591991Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_resolve_neg_cuda_float32 PASSED [0.0047s] [ 28%] 2025-08-26T21:59:31.2592248Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_rot90_cuda_float32 PASSED [0.0456s] [ 28%] 2025-08-26T21:59:31.2592506Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_round_decimals_0_cuda_float32 PASSED [0.0060s] [ 28%] 2025-08-26T21:59:31.2592787Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_round_decimals_neg_3_cuda_float32 PASSED [0.0059s] [ 28%] 2025-08-26T21:59:31.2593931Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sign_cuda_float32 PASSED [0.0037s] [ 28%] 2025-08-26T21:59:31.2594254Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_bartlett_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 28%] 2025-08-26T21:59:31.2594648Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_exponential_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 28%] 2025-08-26T21:59:31.2595043Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_gaussian_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 28%] 2025-08-26T21:59:31.2595441Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_general_cosine_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 28%] 2025-08-26T21:59:31.2595845Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_general_hamming_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 28%] 2025-08-26T21:59:31.2596238Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_hamming_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 28%] 2025-08-26T21:59:31.2596679Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_nuttall_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 28%] 2025-08-26T21:59:31.2596993Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sinh_cuda_float32 PASSED [0.0155s] [ 28%] 2025-08-26T21:59:31.2597330Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sparse_mm_reduce_cuda_float32 SKIPPED [0.0004s] (Only runs on cpu) [ 28%] 2025-08-26T21:59:31.2597677Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_bessel_j0_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 28%] 2025-08-26T21:59:31.2598936Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_bessel_j1_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 28%] 2025-08-26T21:59:31.2599307Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_bessel_y1_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 28%] 2025-08-26T21:59:31.2599624Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_entr_cuda_float32 PASSED [0.2380s] [ 28%] 2025-08-26T21:59:31.2599996Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_i1_cuda_float32 PASSED [0.0075s] [ 28%] 2025-08-26T21:59:31.2600260Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_i1e_cuda_float32 PASSED [0.0071s] [ 28%] 2025-08-26T21:59:31.2600534Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_log_ndtr_cuda_float32 PASSED [0.2969s] [ 28%] 2025-08-26T21:59:31.2600867Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_modified_bessel_i1_cuda_float32 SKIPPED [0.0014s] (Skipped! Autograd not supported.) [ 28%] 2025-08-26T21:59:31.2601262Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_modified_bessel_k0_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 29%] 2025-08-26T21:59:31.2601664Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_scaled_modified_bessel_k1_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 29%] 2025-08-26T21:59:31.2602072Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_spherical_bessel_j0_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 29%] 2025-08-26T21:59:31.2602407Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_xlog1py_cuda_float32 PASSED [0.0200s] [ 29%] 2025-08-26T21:59:31.2603577Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_split_list_args_cuda_float32 PASSED [0.0085s] [ 29%] 2025-08-26T21:59:31.2603858Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_split_with_sizes_copy_cuda_float32 PASSED [0.0104s] [ 29%] 2025-08-26T21:59:31.2604139Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_split_with_sizes_cuda_float32 PASSED [0.0102s] [ 29%] 2025-08-26T21:59:31.2604407Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_squeeze_copy_cuda_float32 PASSED [0.0127s] [ 29%] 2025-08-26T21:59:31.2604676Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_squeeze_multiple_cuda_float32 PASSED [0.0099s] [ 29%] 2025-08-26T21:59:31.2604937Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_std_mean_cuda_float32 PASSED [0.0237s] [ 29%] 2025-08-26T21:59:31.2605195Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_std_unbiased_cuda_float32 PASSED [0.0054s] [ 29%] 2025-08-26T21:59:31.2605449Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sub_cuda_float32 PASSED [0.0201s] [ 29%] 2025-08-26T21:59:31.2605697Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_svd_cuda_float32 PASSED [0.4686s] [ 29%] 2025-08-26T21:59:31.2605953Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_svd_lowrank_cuda_float32 PASSED [0.2091s] [ 29%] 2025-08-26T21:59:31.2606218Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_take_along_dim_cuda_float32 PASSED [0.0094s] [ 29%] 2025-08-26T21:59:31.2607498Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_torch_ops_aten__efficient_attention_forward_cuda_float32 SKIPPED [0.0005s] (Efficient attention on ROCM doesn't support custom_mask_type==2) [ 29%] 2025-08-26T21:59:31.2607885Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_unflatten_cuda_float32 PASSED [0.0141s] [ 29%] 2025-08-26T21:59:31.2608221Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_unfold_copy_cuda_float32 PASSED [0.0316s] [ 29%] 2025-08-26T21:59:31.2608484Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_unsafe_split_cuda_float32 PASSED [0.0059s] [ 29%] 2025-08-26T21:59:31.2608741Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_unsqueeze_cuda_float32 PASSED [0.0135s] [ 29%] 2025-08-26T21:59:31.2609032Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_vsplit_cuda_float32 PASSED [0.0066s] [ 29%] 2025-08-26T21:59:31.2609279Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_vstack_cuda_float32 PASSED [0.0065s] [ 29%] 2025-08-26T21:59:31.2609525Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_xlogy_cuda_float32 PASSED [0.0189s] [ 29%] 2025-08-26T21:59:31.2609896Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_zeros_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 29%] 2025-08-26T21:59:31.2610245Z functorch/test_ops.py::TestOperatorsCUDA::test_vjp_zeros_like_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 29%] 2025-08-26T21:59:31.2610591Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_CubeGenVmapAutogradFunction_cuda_float32 PASSED [0.0048s] [ 30%] 2025-08-26T21:59:31.2611784Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_H_cuda_float32 PASSED [0.0043s] [ 30%] 2025-08-26T21:59:31.2612074Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_NumpyTakeAutogradFunction_cuda_float32 PASSED [0.0065s] [ 30%] 2025-08-26T21:59:31.2612388Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp__native_batch_norm_legit_cuda_float32 PASSED [0.0305s] [ 30%] 2025-08-26T21:59:31.2612668Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_abs_cuda_float32 PASSED [0.0039s] [ 30%] 2025-08-26T21:59:31.2612923Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_acosh_cuda_float32 PASSED [0.0130s] [ 30%] 2025-08-26T21:59:31.2613231Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_allclose_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 30%] 2025-08-26T21:59:31.2613595Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_aminmax_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 30%] 2025-08-26T21:59:31.2613946Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_arange_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 30%] 2025-08-26T21:59:31.2614301Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_argsort_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 30%] 2025-08-26T21:59:31.2614612Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_as_strided_cuda_float32 PASSED [0.0086s] [ 30%] 2025-08-26T21:59:31.2615794Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_as_strided_partial_views_cuda_float32 PASSED [0.0058s] [ 30%] 2025-08-26T21:59:31.2616079Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_asinh_cuda_float32 PASSED [0.0038s] [ 30%] 2025-08-26T21:59:31.2616344Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_atleast_1d_cuda_float32 PASSED [0.0092s] [ 30%] 2025-08-26T21:59:31.2616651Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_bfloat16_functorch_no_channels_last_cuda_float32 PASSED [0.0066s] [ 30%] 2025-08-26T21:59:31.2616994Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_bool_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 30%] 2025-08-26T21:59:31.2617299Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cat_cuda_float32 PASSED [0.0130s] [ 30%] 2025-08-26T21:59:31.2617627Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cdist_cuda_float32 SKIPPED [0.0009s] (Skipped! Operation does not support gradgrad) [ 30%] 2025-08-26T21:59:31.2617952Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cholesky_cuda_float32 PASSED [0.0522s] [ 30%] 2025-08-26T21:59:31.2618225Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cholesky_solve_cuda_float32 PASSED [0.0570s] [ 30%] 2025-08-26T21:59:31.2618494Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_clamp_cuda_float32 PASSED [0.0139s] [ 30%] 2025-08-26T21:59:31.2618816Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_clamp_max_cuda_float32 PASSED [0.0156s] [ 30%] 2025-08-26T21:59:31.2620089Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_column_stack_cuda_float32 PASSED [0.0065s] [ 30%] 2025-08-26T21:59:31.2620413Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_count_nonzero_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 30%] 2025-08-26T21:59:31.2620774Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cummax_cuda_float32 PASSED [0.0058s] [ 30%] 2025-08-26T21:59:31.2621034Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_diagflat_cuda_float32 PASSED [0.0079s] [ 30%] 2025-08-26T21:59:31.2621295Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_digamma_cuda_float32 PASSED [0.0055s] [ 31%] 2025-08-26T21:59:31.2621569Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_div_trunc_rounding_cuda_float32 PASSED [0.0142s] [ 31%] 2025-08-26T21:59:31.2621836Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_dot_cuda_float32 PASSED [0.0047s] [ 31%] 2025-08-26T21:59:31.2622094Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_erfinv_cuda_float32 PASSED [0.0047s] [ 31%] 2025-08-26T21:59:31.2622406Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_exponential_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 31%] 2025-08-26T21:59:31.2622730Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_fftshift_cuda_float32 PASSED [0.0097s] [ 31%] 2025-08-26T21:59:31.2623000Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_ihfftn_cuda_float32 PASSED [0.0189s] [ 31%] 2025-08-26T21:59:31.2624273Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fmax_cuda_float32 PASSED [0.0160s] [ 31%] 2025-08-26T21:59:31.2624577Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_full_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 31%] 2025-08-26T21:59:31.2624919Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_ge_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 31%] 2025-08-26T21:59:31.2625291Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_grid_sampler_2d_cuda_float32 SKIPPED [0.0012s] (Skipped! Operation does not support gradgrad) [ 31%] 2025-08-26T21:59:31.2625655Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_half_functorch_no_channels_last_cuda_float32 PASSED [0.0075s] [ 31%] 2025-08-26T21:59:31.2625995Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_histc_cuda_float32 SKIPPED [0.0013s] (Skipped! Autograd not supported.) [ 31%] 2025-08-26T21:59:31.2626294Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_i0_cuda_float32 PASSED [0.0077s] [ 31%] 2025-08-26T21:59:31.2626595Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_igammac_cuda_float32 SKIPPED [0.0013s] (Skipped! Autograd not supported.) [ 31%] 2025-08-26T21:59:31.2626907Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_index_fill_cuda_float32 PASSED [0.0113s] [ 31%] 2025-08-26T21:59:31.2627186Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_index_reduce_prod_cuda_float32 PASSED [0.0426s] [ 31%] 2025-08-26T21:59:31.2627505Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_isinf_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 31%] 2025-08-26T21:59:31.2628760Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_isposinf_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 31%] 2025-08-26T21:59:31.2629117Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_isreal_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 31%] 2025-08-26T21:59:31.2629503Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_jiterator_2inputs_2outputs_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 31%] 2025-08-26T21:59:31.2629988Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_lgamma_cuda_float32 PASSED [0.0056s] [ 31%] 2025-08-26T21:59:31.2630254Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_eig_cuda_float32 PASSED [0.1549s] [ 31%] 2025-08-26T21:59:31.2630587Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_inv_ex_cuda_float32 PASSED [0.0170s] [ 31%] 2025-08-26T21:59:31.2630918Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_ldl_factor_ex_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 31%] 2025-08-26T21:59:31.2631342Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_matrix_rank_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 32%] 2025-08-26T21:59:31.2631675Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_multi_dot_cuda_float32 PASSED [0.0182s] [ 32%] 2025-08-26T21:59:31.2631954Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_solve_cuda_float32 PASSED [0.0645s] [ 32%] 2025-08-26T21:59:31.2632241Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_solve_triangular_cuda_float32 PASSED [0.5759s] [ 32%] 2025-08-26T21:59:31.2633458Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_svdvals_cuda_float32 PASSED [0.0793s] [ 32%] 2025-08-26T21:59:31.2633746Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_tensorsolve_cuda_float32 PASSED [0.0171s] [ 32%] 2025-08-26T21:59:31.2634028Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_vecdot_cuda_float32 PASSED [0.0594s] [ 32%] 2025-08-26T21:59:31.2634343Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_logical_and_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 32%] 2025-08-26T21:59:31.2634708Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_argmin_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 32%] 2025-08-26T21:59:31.2635027Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_cumsum_cuda_float32 PASSED [0.0277s] [ 32%] 2025-08-26T21:59:31.2635327Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_fill_functorch_Scalar_only_cuda_float32 PASSED [0.0082s] [ 32%] 2025-08-26T21:59:31.2635637Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_log_softmax_cuda_float32 PASSED [0.0386s] [ 32%] 2025-08-26T21:59:31.2635922Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_logaddexp_cuda_float32 PASSED [0.0309s] [ 32%] 2025-08-26T21:59:31.2636205Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_logsumexp_cuda_float32 PASSED [0.1558s] [ 32%] 2025-08-26T21:59:31.2637389Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_mean_cuda_float32 PASSED [0.1234s] [ 32%] 2025-08-26T21:59:31.2637667Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_norm_cuda_float32 PASSED [0.6666s] [ 32%] 2025-08-26T21:59:31.2637941Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_select_cuda_float32 PASSED [0.0145s] [ 32%] 2025-08-26T21:59:31.2638213Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_var_cuda_float32 PASSED [0.1323s] [ 32%] 2025-08-26T21:59:31.2638496Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_max_reduction_with_dim_cuda_float32 PASSED [0.0070s] [ 32%] 2025-08-26T21:59:31.2638777Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_mean_cuda_float32 PASSED [0.0235s] [ 32%] 2025-08-26T21:59:31.2639037Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_median_cuda_float32 PASSED [0.0179s] [ 32%] 2025-08-26T21:59:31.2639321Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_meshgrid_variadic_tensors_cuda_float32 PASSED [0.0193s] [ 32%] 2025-08-26T21:59:31.2639626Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_min_reduction_no_dim_cuda_float32 PASSED [0.0048s] [ 32%] 2025-08-26T21:59:31.2640017Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nanmedian_cuda_float32 PASSED [0.0184s] [ 32%] 2025-08-26T21:59:31.2640333Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_narrow_copy_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 32%] 2025-08-26T21:59:31.2641596Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_ne_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 32%] 2025-08-26T21:59:31.2641949Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_new_full_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 33%] 2025-08-26T21:59:31.2642370Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_new_ones_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 33%] 2025-08-26T21:59:31.2642712Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_adaptive_avg_pool1d_cuda_float32 PASSED [0.0092s] [ 33%] 2025-08-26T21:59:31.2643072Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_alpha_dropout_cuda_float32 PASSED [0.0333s] [ 33%] 2025-08-26T21:59:31.2643382Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_avg_pool3d_cuda_float32 PASSED [0.0108s] [ 33%] 2025-08-26T21:59:31.2643704Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_batch_norm_without_cudnn_cuda_float32 PASSED [0.0284s] [ 33%] 2025-08-26T21:59:31.2644033Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_channel_shuffle_cuda_float32 PASSED [0.0057s] [ 33%] 2025-08-26T21:59:31.2644339Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv1d_cuda_float32 PASSED [0.4087s] [ 33%] 2025-08-26T21:59:31.2644819Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv2d_cuda_float32 MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback AI] Solver , workspace required: 2400, provided ptr: 0x7f96b7c03600 size: 1024 2025-08-26T21:59:31.2645354Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 2400, provided ptr: 0x7f96b7c03600 size: 1024 2025-08-26T21:59:31.2646696Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback AI] Solver , workspace required: 2400, provided ptr: 0x7f96b7c03c00 size: 1024 2025-08-26T21:59:31.2647122Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 2400, provided ptr: 0x7f96b7c03c00 size: 1024 2025-08-26T21:59:31.2647535Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback AI] Solver , workspace required: 2400, provided ptr: 0x7f96b7c02a00 size: 1024 2025-08-26T21:59:31.2647942Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 2400, provided ptr: 0x7f96b7c02a00 size: 1024 2025-08-26T21:59:31.2648195Z PASSED [0.9727s] [ 33%] 2025-08-26T21:59:31.2648427Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32 PASSED [0.0986s] [ 33%] 2025-08-26T21:59:31.2648788Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv2d_stride_padding_no_bias_cuda_float32 PASSED [0.1155s] [ 33%] 2025-08-26T21:59:31.2649145Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv2d_stride_padding_with_bias_cuda_float32 PASSED [0.0068s] [ 33%] 2025-08-26T21:59:31.2649490Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv2d_with_bias_cuda_float32 PASSED [0.0140s] [ 33%] 2025-08-26T21:59:31.2649882Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_ctc_loss_cuda_float32 XFAIL [0.0088s] [ 33%] 2025-08-26T21:59:31.2650180Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_embedding_cuda_float32 PASSED [0.0066s] [ 33%] 2025-08-26T21:59:31.2651428Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_feature_alpha_dropout_with_train_cuda_float32 PASSED [0.0154s] [ 33%] 2025-08-26T21:59:31.2651796Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_feature_alpha_dropout_without_train_cuda_float32 PASSED [0.0174s] [ 33%] 2025-08-26T21:59:31.2652147Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_fractional_max_pool3d_cuda_float32 PASSED [0.0906s] [ 33%] 2025-08-26T21:59:31.2652470Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_group_norm_cuda_float32 PASSED [0.0744s] [ 33%] 2025-08-26T21:59:31.2652788Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_interpolate_linear_cuda_float32 PASSED [0.0268s] [ 33%] 2025-08-26T21:59:31.2653156Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_kl_div_cuda_float32 PASSED [0.0514s] [ 33%] 2025-08-26T21:59:31.2653447Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_linear_cuda_float32 PASSED [0.0399s] [ 33%] 2025-08-26T21:59:31.2653759Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_local_response_norm_cuda_float32 PASSED [0.0352s] [ 33%] 2025-08-26T21:59:31.2654117Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_logsigmoid_cuda_float32 PASSED [0.0058s] [ 33%] 2025-08-26T21:59:31.2654434Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_margin_ranking_loss_cuda_float32 PASSED [0.0355s] [ 33%] 2025-08-26T21:59:31.2655689Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_max_unpool1d_grad_cuda_float32 PASSED [0.0273s] [ 34%] 2025-08-26T21:59:31.2655997Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_mish_cuda_float32 PASSED [0.0170s] [ 34%] 2025-08-26T21:59:31.2656319Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_multilabel_soft_margin_loss_cuda_float32 PASSED [0.0102s] [ 34%] 2025-08-26T21:59:31.2656642Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_rms_norm_cuda_float32 PASSED [0.0123s] [ 34%] 2025-08-26T21:59:31.2656942Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_rrelu_cuda_float32 PASSED [0.0100s] [ 34%] 2025-08-26T21:59:31.2657276Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_scaled_dot_product_attention_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 34%] 2025-08-26T21:59:31.2657611Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_selu_cuda_float32 PASSED [0.0050s] [ 34%] 2025-08-26T21:59:31.2657916Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_soft_margin_loss_cuda_float32 PASSED [0.0101s] [ 34%] 2025-08-26T21:59:31.2658239Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_upsample_bilinear_cuda_float32 PASSED [0.0061s] [ 34%] 2025-08-26T21:59:31.2658564Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_upsample_nearest_cuda_float32 PASSED [0.0130s] [ 34%] 2025-08-26T21:59:31.2658855Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_norm_cuda_float32 PASSED [0.0601s] [ 34%] 2025-08-26T21:59:31.2660180Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_normal_in_place_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 34%] 2025-08-26T21:59:31.2660543Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_ones_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 34%] 2025-08-26T21:59:31.2660869Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_polygamma_polygamma_n_0_cuda_float32 PASSED [0.0113s] [ 34%] 2025-08-26T21:59:31.2661173Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_polygamma_polygamma_n_1_cuda_float32 PASSED [0.0112s] [ 34%] 2025-08-26T21:59:31.2661477Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_polygamma_polygamma_n_4_cuda_float32 PASSED [0.0113s] [ 34%] 2025-08-26T21:59:31.2661765Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_quantile_cuda_float32 PASSED [0.1432s] [ 34%] 2025-08-26T21:59:31.2662077Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_rand_like_cuda_float32 SKIPPED [0.0017s] (Skipped! Autograd not supported.) [ 34%] 2025-08-26T21:59:31.2662435Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_randn_like_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 34%] 2025-08-26T21:59:31.2662744Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_real_cuda_float32 PASSED [0.0057s] [ 34%] 2025-08-26T21:59:31.2663010Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_reciprocal_cuda_float32 PASSED [0.0054s] [ 34%] 2025-08-26T21:59:31.2663424Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_resize__cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 34%] 2025-08-26T21:59:31.2664678Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_round_decimals_neg_3_cuda_float32 PASSED [0.0049s] [ 34%] 2025-08-26T21:59:31.2665020Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_scatter_add_cuda_float32 PASSED [0.0124s] [ 34%] 2025-08-26T21:59:31.2665301Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_scatter_reduce_amin_cuda_float32 PASSED [0.0398s] [ 34%] 2025-08-26T21:59:31.2665629Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_scatter_reduce_mean_cuda_float32 PASSED [0.0389s] [ 34%] 2025-08-26T21:59:31.2665901Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_sgn_cuda_float32 PASSED [0.0032s] [ 35%] 2025-08-26T21:59:31.2666240Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_short_functorch_no_channels_last_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 35%] 2025-08-26T21:59:31.2666647Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_signal_windows_gaussian_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 35%] 2025-08-26T21:59:31.2667051Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_signal_windows_general_cosine_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 35%] 2025-08-26T21:59:31.2667462Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_signal_windows_general_hamming_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 35%] 2025-08-26T21:59:31.2667866Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_signal_windows_hamming_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 35%] 2025-08-26T21:59:31.2668260Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_signal_windows_nuttall_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 35%] 2025-08-26T21:59:31.2668600Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_slice_scatter_cuda_float32 PASSED [0.0132s] [ 35%] 2025-08-26T21:59:31.2669929Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_softmax_with_dtype_cuda_float32 PASSED [0.0103s] [ 35%] 2025-08-26T21:59:31.2670289Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_chebyshev_polynomial_t_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 35%] 2025-08-26T21:59:31.2670699Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_modified_bessel_i0_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 35%] 2025-08-26T21:59:31.2671097Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_modified_bessel_k1_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 35%] 2025-08-26T21:59:31.2671507Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_scaled_modified_bessel_k0_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 35%] 2025-08-26T21:59:31.2671932Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_shifted_chebyshev_polynomial_t_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 35%] 2025-08-26T21:59:31.2672290Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_split_list_args_cuda_float32 PASSED [0.0059s] [ 35%] 2025-08-26T21:59:31.2672577Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_split_with_sizes_cuda_float32 PASSED [0.0070s] [ 35%] 2025-08-26T21:59:31.2672846Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_sqrt_cuda_float32 PASSED [0.0034s] [ 35%] 2025-08-26T21:59:31.2673108Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_std_mean_cuda_float32 PASSED [0.0198s] [ 35%] 2025-08-26T21:59:31.2674514Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_stft_cuda_float32 PASSED [0.6537s] [ 35%] 2025-08-26T21:59:31.2674775Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_svd_cuda_float32 PASSED [0.8195s] [ 35%] 2025-08-26T21:59:31.2675038Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_svd_lowrank_cuda_float32 PASSED [0.4316s] [ 35%] 2025-08-26T21:59:31.2675297Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_t_cuda_float32 PASSED [0.0064s] [ 35%] 2025-08-26T21:59:31.2675547Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_tanh_cuda_float32 PASSED [0.0036s] [ 35%] 2025-08-26T21:59:31.2675873Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_tensordot_cuda_float32 PASSED [0.0094s] [ 35%] 2025-08-26T21:59:31.2676133Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_topk_cuda_float32 PASSED [0.0177s] [ 35%] 2025-08-26T21:59:31.2676384Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_tril_cuda_float32 PASSED [0.0102s] [ 36%] 2025-08-26T21:59:31.2676684Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_unbind_copy_cuda_float32 PASSED [0.0123s] [ 36%] 2025-08-26T21:59:31.2676949Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_unfold_cuda_float32 PASSED [0.0251s] [ 36%] 2025-08-26T21:59:31.2677209Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_var_mean_cuda_float32 PASSED [0.0208s] [ 36%] 2025-08-26T21:59:31.2678368Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_view_copy_cuda_float32 PASSED [0.0091s] [ 36%] 2025-08-26T21:59:31.2678692Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjpvmap_ForwardHasDefaultArgsAutogradFunction_cuda_float32 PASSED [0.0098s] [ 36%] 2025-08-26T21:59:31.2679049Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjpvmap_NumpyCubeAutogradFunction_cuda_float32 PASSED [0.0231s] [ 36%] 2025-08-26T21:59:31.2679404Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjpvmap_NumpyCubeNotComposableAutogradFunction_cuda_float32 XFAIL [0.0035s] [ 36%] 2025-08-26T21:59:31.2679830Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjpvmap_NumpySortAutogradFunction_cuda_float32 PASSED [0.0174s] [ 36%] 2025-08-26T21:59:31.2680179Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjpvmap_ScaleGradGenVmapAutogradFunction_cuda_float32 PASSED [0.0105s] [ 36%] 2025-08-26T21:59:31.2680549Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjpvmap_ZeroGradientsGenVmapAutogradFunction_cuda_float32 PASSED [0.0219s] [ 36%] 2025-08-26T21:59:31.2680900Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_CubeGenVmapAutogradFunction_cuda_float32 PASSED [0.0064s] [ 36%] 2025-08-26T21:59:31.2681252Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_NumpyCubeNotComposableAutogradFunction_cuda_float32 XFAIL [0.0031s] [ 36%] 2025-08-26T21:59:31.2681596Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_NumpyTakeAutogradFunction_cuda_float32 PASSED [0.0186s] [ 36%] 2025-08-26T21:59:31.2681914Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_SelectAutogradFunction_cuda_float32 PASSED [0.0048s] [ 36%] 2025-08-26T21:59:31.2684148Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_SortGenVmapAutogradFunction_cuda_float32 PASSED [0.0084s] [ 36%] 2025-08-26T21:59:31.2684443Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_T_cuda_float32 PASSED [0.0051s] [ 36%] 2025-08-26T21:59:31.2684747Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_ZeroGradientsGenVmapAutogradFunction_cuda_float32 PASSED [0.0110s] [ 36%] 2025-08-26T21:59:31.2685073Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap___getitem___functorch_cuda_float32 PASSED [0.1643s] [ 36%] 2025-08-26T21:59:31.2685354Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap___rmod___cuda_float32 PASSED [0.0339s] [ 36%] 2025-08-26T21:59:31.2685643Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap__batch_norm_with_update_cuda_float32 XFAIL [0.0033s] [ 36%] 2025-08-26T21:59:31.2685951Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap__segment_reduce_offsets_cuda_float32 PASSED [0.2177s] [ 36%] 2025-08-26T21:59:31.2686257Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap__unsafe_masked_index_cuda_float32 PASSED [0.1673s] [ 36%] 2025-08-26T21:59:31.2686535Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_acos_cuda_float32 PASSED [0.0069s] [ 36%] 2025-08-26T21:59:31.2686792Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_add_cuda_float32 PASSED [0.0375s] [ 36%] 2025-08-26T21:59:31.2687053Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_addcmul_cuda_float32 PASSED [0.1032s] [ 36%] 2025-08-26T21:59:31.2688316Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_addmm_decomposed_cuda_float32 PASSED [0.0653s] [ 37%] 2025-08-26T21:59:31.2688665Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_alias_copy_cuda_float32 PASSED [0.0051s] [ 37%] 2025-08-26T21:59:31.2688929Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_angle_cuda_float32 PASSED [0.0037s] [ 37%] 2025-08-26T21:59:31.2689237Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_arange_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 37%] 2025-08-26T21:59:31.2689605Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_as_strided_partial_views_cuda_float32 XFAIL [0.0065s] [ 37%] 2025-08-26T21:59:31.2690058Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_as_strided_scatter_cuda_float32 XFAIL [0.0029s] [ 37%] 2025-08-26T21:59:31.2690333Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_asinh_cuda_float32 PASSED [0.0039s] [ 37%] 2025-08-26T21:59:31.2690597Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_bfloat16_cuda_float32 XFAIL [0.0086s] [ 37%] 2025-08-26T21:59:31.2690905Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_bool_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 37%] 2025-08-26T21:59:31.2691273Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_broadcast_shapes_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 37%] 2025-08-26T21:59:31.2691603Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_broadcast_to_cuda_float32 PASSED [0.0122s] [ 37%] 2025-08-26T21:59:31.2692861Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_byte_functorch_no_channels_last_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 37%] 2025-08-26T21:59:31.2693206Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_cdouble_cuda_float32 XFAIL [0.0086s] [ 37%] 2025-08-26T21:59:31.2693466Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_chunk_cuda_float32 PASSED [0.0082s] [ 37%] 2025-08-26T21:59:31.2693728Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_clamp_min_cuda_float32 PASSED [0.0336s] [ 37%] 2025-08-26T21:59:31.2693991Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_clone_cuda_float32 PASSED [0.0049s] [ 37%] 2025-08-26T21:59:31.2694267Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_constant_pad_nd_cuda_float32 PASSED [0.0706s] [ 37%] 2025-08-26T21:59:31.2694541Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_copysign_cuda_float32 PASSED [0.0440s] [ 37%] 2025-08-26T21:59:31.2694803Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_cos_cuda_float32 PASSED [0.0065s] [ 37%] 2025-08-26T21:59:31.2695059Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_cosh_cuda_float32 PASSED [0.0063s] [ 37%] 2025-08-26T21:59:31.2695315Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_diag_cuda_float32 PASSED [0.0251s] [ 37%] 2025-08-26T21:59:31.2696425Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_double_cuda_float32 XFAIL [0.0083s] [ 37%] 2025-08-26T21:59:31.2696748Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_empty_permuted_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 37%] 2025-08-26T21:59:31.2697119Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_equal_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 37%] 2025-08-26T21:59:31.2697437Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_expand_copy_cuda_float32 PASSED [0.0152s] [ 37%] 2025-08-26T21:59:31.2697761Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_exponential_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 38%] 2025-08-26T21:59:31.2698088Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fft_fftshift_cuda_float32 PASSED [0.0096s] [ 38%] 2025-08-26T21:59:31.2698360Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fft_ifft2_cuda_float32 PASSED [0.0716s] [ 38%] 2025-08-26T21:59:31.2698631Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fft_ifftshift_cuda_float32 PASSED [0.0109s] [ 38%] 2025-08-26T21:59:31.2698904Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fft_ihfft_cuda_float32 PASSED [0.0602s] [ 38%] 2025-08-26T21:59:31.2699170Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fft_ihfftn_cuda_float32 PASSED [0.0387s] [ 38%] 2025-08-26T21:59:31.2699496Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fft_irfft2_cuda_float32 PASSED [0.3157s] [ 38%] 2025-08-26T21:59:31.2700719Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fft_rfft2_cuda_float32 PASSED [0.1702s] [ 38%] 2025-08-26T21:59:31.2701074Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_float_functorch_no_channels_last_cuda_float32 PASSED [0.0075s] [ 38%] 2025-08-26T21:59:31.2701377Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_float_power_cuda_float32 PASSED [0.0513s] [ 38%] 2025-08-26T21:59:31.2701643Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_floor_cuda_float32 PASSED [0.0039s] [ 38%] 2025-08-26T21:59:31.2701902Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_gather_cuda_float32 PASSED [0.0226s] [ 38%] 2025-08-26T21:59:31.2702206Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_gt_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 38%] 2025-08-26T21:59:31.2702565Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_histc_cuda_float32 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 38%] 2025-08-26T21:59:31.2702872Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_hsplit_cuda_float32 PASSED [0.0065s] [ 38%] 2025-08-26T21:59:31.2703282Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_int_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 38%] 2025-08-26T21:59:31.2703636Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_isfinite_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 38%] 2025-08-26T21:59:31.2703992Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_isnan_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 38%] 2025-08-26T21:59:31.2705222Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_isposinf_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 38%] 2025-08-26T21:59:31.2705579Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_item_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 38%] 2025-08-26T21:59:31.2705963Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_jiterator_4inputs_with_extra_args_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 38%] 2025-08-26T21:59:31.2706366Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_jiterator_binary_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 38%] 2025-08-26T21:59:31.2706767Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_jiterator_binary_return_by_ref_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 38%] 2025-08-26T21:59:31.2707146Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_le_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 38%] 2025-08-26T21:59:31.2707443Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_lerp_cuda_float32 PASSED [0.0923s] [ 38%] 2025-08-26T21:59:31.2707717Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_cholesky_cuda_float32 PASSED [0.0385s] [ 38%] 2025-08-26T21:59:31.2708011Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_cholesky_ex_cuda_float32 PASSED [0.0351s] [ 39%] 2025-08-26T21:59:31.2708295Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_cond_cuda_float32 PASSED [0.0168s] [ 39%] 2025-08-26T21:59:31.2708570Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_eig_cuda_float32 PASSED [0.0399s] [ 39%] 2025-08-26T21:59:31.2709888Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_ldl_solve_cuda_float32 SKIPPED [0.0005s] (skipCUDAIfRocm: test doesn't currently work on the ROCm stack) [ 39%] 2025-08-26T21:59:31.2710255Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_lstsq_cuda_float32 PASSED [0.9231s] [ 39%] 2025-08-26T21:59:31.2710538Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_matrix_norm_cuda_float32 PASSED [0.1646s] [ 39%] 2025-08-26T21:59:31.2710874Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_matrix_rank_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 39%] 2025-08-26T21:59:31.2711263Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_norm_cuda_float32 PASSED [0.1667s] [ 39%] 2025-08-26T21:59:31.2711565Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_norm_subgradients_at_zero_cuda_float32 PASSED [0.1214s] [ 39%] 2025-08-26T21:59:31.2711906Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_solve_cuda_float32 PASSED [0.1157s] [ 39%] 2025-08-26T21:59:31.2712186Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_solve_ex_cuda_float32 PASSED [0.1178s] [ 39%] 2025-08-26T21:59:31.2712466Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_svd_cuda_float32 PASSED [0.5825s] [ 39%] 2025-08-26T21:59:31.2712741Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_vander_cuda_float32 PASSED [0.0221s] [ 39%] 2025-08-26T21:59:31.2713079Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linspace_tensor_overload_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 39%] 2025-08-26T21:59:31.2714304Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_log1p_cuda_float32 PASSED [0.0037s] [ 39%] 2025-08-26T21:59:31.2714563Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_log2_cuda_float32 PASSED [0.0060s] [ 39%] 2025-08-26T21:59:31.2714876Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_log_normal_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 39%] 2025-08-26T21:59:31.2715194Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_logcumsumexp_cuda_float32 PASSED [0.0139s] [ 39%] 2025-08-26T21:59:31.2715358Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_logical_or_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 39%] 2025-08-26T21:59:31.2715475Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_logsumexp_cuda_float32 PASSED [0.0294s] [ 39%] 2025-08-26T21:59:31.2715592Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_lu_unpack_cuda_float32 PASSED [0.1334s] [ 39%] 2025-08-26T21:59:31.2715705Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_mH_cuda_float32 PASSED [0.0092s] [ 39%] 2025-08-26T21:59:31.2715827Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_amin_cuda_float32 PASSED [0.1640s] [ 39%] 2025-08-26T21:59:31.2715979Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_fill_functorch_Scalar_only_cuda_float32 PASSED [0.0171s] [ 39%] 2025-08-26T21:59:31.2716112Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_log_softmax_cuda_float32 PASSED [0.0488s] [ 39%] 2025-08-26T21:59:31.2716240Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_normalize_cuda_float32 PASSED [0.0847s] [ 40%] 2025-08-26T21:59:31.2716359Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_sum_cuda_float32 PASSED [0.1470s] [ 40%] 2025-08-26T21:59:31.2716477Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_var_cuda_float32 PASSED [0.1407s] [ 40%] 2025-08-26T21:59:31.2716598Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_max_binary_cuda_float32 PASSED [0.0371s] [ 40%] 2025-08-26T21:59:31.2716748Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_max_pool2d_with_indices_backward_cuda_float32 PASSED [2.7079s] [ 40%] 2025-08-26T21:59:31.2716877Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_min_reduction_no_dim_cuda_float32 PASSED [0.0057s] [ 40%] 2025-08-26T21:59:31.2717862Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_min_reduction_with_dim_cuda_float32 PASSED [0.0091s] [ 40%] 2025-08-26T21:59:31.2717978Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nansum_cuda_float32 PASSED [0.0552s] [ 40%] 2025-08-26T21:59:31.2718145Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_narrow_copy_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 40%] 2025-08-26T21:59:31.2718272Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_native_batch_norm_cuda_float32 XFAIL [0.0072s] [ 40%] 2025-08-26T21:59:31.2718406Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_native_dropout_backward_cuda_float32 PASSED [0.0289s] [ 40%] 2025-08-26T21:59:31.2718565Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_native_layer_norm_cuda_float32 PASSED [0.1125s] [ 40%] 2025-08-26T21:59:31.2718728Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_new_empty_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 40%] 2025-08-26T21:59:31.2718922Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_alpha_dropout_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 40%] 2025-08-26T21:59:31.2719057Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_avg_pool2d_cuda_float32 PASSED [0.0147s] [ 40%] 2025-08-26T21:59:31.2719193Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_batch_norm_cuda_float32 PASSED [0.6929s] [ 40%] 2025-08-26T21:59:31.2719341Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_binary_cross_entropy_cuda_float32 PASSED [0.0474s] [ 40%] 2025-08-26T21:59:31.2719471Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv1d_cuda_float32 PASSED [0.2246s] [ 40%] 2025-08-26T21:59:31.2719612Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv2d_no_bias_cuda_float32 PASSED [0.0831s] [ 40%] 2025-08-26T21:59:31.2719856Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32 PASSED [0.0490s] [ 40%] 2025-08-26T21:59:31.2720035Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv2d_strided_padding_dilation_with_bias_cuda_float32 PASSED [0.0157s] [ 40%] 2025-08-26T21:59:31.2720352Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv3d_cuda_float32 MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback WTI] Solver , workspace required: 52800, provided ptr: 0x7f962ae1ee00 size: 21760 2025-08-26T21:59:31.2720537Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 52800, provided ptr: 0x7f962ae1ee00 size: 21760 2025-08-26T21:59:31.2720733Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback WTI] Solver , workspace required: 52800, provided ptr: 0x7f962ae21800 size: 21760 2025-08-26T21:59:31.2720912Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 52800, provided ptr: 0x7f962ae21800 size: 21760 2025-08-26T21:59:31.2721119Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback WTI] Solver , workspace required: 52800, provided ptr: 0x7f962ae21800 size: 21760 2025-08-26T21:59:31.2721309Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 52800, provided ptr: 0x7f962ae21800 size: 21760 2025-08-26T21:59:31.2722365Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback WTI] Solver , workspace required: 52800, provided ptr: 0x7f962ae12e00 size: 16384 2025-08-26T21:59:31.2722549Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 52800, provided ptr: 0x7f962ae12e00 size: 16384 2025-08-26T21:59:31.2722744Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback WTI] Solver , workspace required: 52800, provided ptr: 0x7f962ae08800 size: 16384 2025-08-26T21:59:31.2722929Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 52800, provided ptr: 0x7f962ae08800 size: 16384 2025-08-26T21:59:31.2723126Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback WTI] Solver , workspace required: 52800, provided ptr: 0x7f962ae08800 size: 16384 2025-08-26T21:59:31.2723313Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 52800, provided ptr: 0x7f962ae08800 size: 16384 2025-08-26T21:59:31.2723505Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback WTI] Solver , workspace required: 337920, provided ptr: 0x7f962ae2ea00 size: 24832 2025-08-26T21:59:31.2723739Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 337920, provided ptr: 0x7f962ae2ea00 size: 24832 2025-08-26T21:59:31.2723932Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback WTI] Solver , workspace required: 337920, provided ptr: 0x7f962ae2ea00 size: 24832 2025-08-26T21:59:31.2724146Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 337920, provided ptr: 0x7f962ae2ea00 size: 24832 2025-08-26T21:59:31.2724346Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback WTI] Solver , workspace required: 337920, provided ptr: 0x7f962ae2ea00 size: 24832 2025-08-26T21:59:31.2724536Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 337920, provided ptr: 0x7f962ae2ea00 size: 24832 2025-08-26T21:59:31.2724728Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback WTI] Solver , workspace required: 337920, provided ptr: 0x7f962ae2b400 size: 18176 2025-08-26T21:59:31.2724910Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 337920, provided ptr: 0x7f962ae2b400 size: 18176 2025-08-26T21:59:31.2725105Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback WTI] Solver , workspace required: 337920, provided ptr: 0x7f962ae29a00 size: 18176 2025-08-26T21:59:31.2725286Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 337920, provided ptr: 0x7f962ae29a00 size: 18176 2025-08-26T21:59:31.2725487Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback WTI] Solver , workspace required: 337920, provided ptr: 0x7f962ae29a00 size: 18176 2025-08-26T21:59:31.2725677Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 337920, provided ptr: 0x7f962ae29a00 size: 18176 2025-08-26T21:59:31.2725716Z PASSED [0.5291s] [ 40%] 2025-08-26T21:59:31.2726048Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv_transpose3d_cuda_float32 MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback WTI] Solver , workspace required: 3840, provided ptr: 0x7f9546600200 size: 3328 2025-08-26T21:59:31.2726228Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 3840, provided ptr: 0x7f9546600200 size: 3328 2025-08-26T21:59:31.2727258Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback WTI] Solver , workspace required: 3840, provided ptr: 0x7f9546604800 size: 3328 2025-08-26T21:59:31.2727435Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 3840, provided ptr: 0x7f9546604800 size: 3328 2025-08-26T21:59:31.2727630Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback WTI] Solver , workspace required: 3840, provided ptr: 0x7f9546604800 size: 3328 2025-08-26T21:59:31.2727817Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 3840, provided ptr: 0x7f9546604800 size: 3328 2025-08-26T21:59:31.2727853Z PASSED [0.2680s] [ 40%] 2025-08-26T21:59:31.2728012Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_cosine_embedding_loss_cuda_float32 PASSED [0.1044s] [ 40%] 2025-08-26T21:59:31.2728156Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_cross_entropy_cuda_float32 PASSED [0.1042s] [ 40%] 2025-08-26T21:59:31.2728294Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_hardswish_cuda_float32 PASSED [0.0080s] [ 40%] 2025-08-26T21:59:31.2728444Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_interpolate_bicubic_cuda_float32 PASSED [0.0456s] [ 41%] 2025-08-26T21:59:31.2728605Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_interpolate_nearest-exact_cuda_float32 PASSED [0.0479s] [ 41%] 2025-08-26T21:59:31.2728787Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_interpolate_nearest_cuda_float32 PASSED [0.0372s] [ 41%] 2025-08-26T21:59:31.2728940Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_interpolate_trilinear_cuda_float32 PASSED [0.0446s] [ 41%] 2025-08-26T21:59:31.2729111Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_leaky_relu_cuda_float32 PASSED [0.0145s] [ 41%] 2025-08-26T21:59:31.2729257Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_max_unpool2d_grad_cuda_float32 PASSED [0.1392s] [ 41%] 2025-08-26T21:59:31.2729401Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_max_unpool3d_grad_cuda_float32 PASSED [0.0532s] [ 41%] 2025-08-26T21:59:31.2729547Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_mse_loss_functorch_cuda_float32 PASSED [0.0409s] [ 41%] 2025-08-26T21:59:31.2729778Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_multilabel_margin_loss_cuda_float32 PASSED [0.0315s] [ 41%] 2025-08-26T21:59:31.2729914Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_normalize_cuda_float32 PASSED [0.0226s] [ 41%] 2025-08-26T21:59:31.2730051Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_pad_reflect_cuda_float32 PASSED [0.0251s] [ 41%] 2025-08-26T21:59:31.2730184Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_pdist_cuda_float32 PASSED [0.0268s] [ 41%] 2025-08-26T21:59:31.2730326Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_pixel_unshuffle_cuda_float32 PASSED [0.0093s] [ 41%] 2025-08-26T21:59:31.2731298Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_relu6_cuda_float32 PASSED [0.0068s] [ 41%] 2025-08-26T21:59:31.2731475Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_scaled_dot_product_attention_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 41%] 2025-08-26T21:59:31.2731611Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_selu_cuda_float32 PASSED [0.0062s] [ 41%] 2025-08-26T21:59:31.2731751Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_smooth_l1_loss_cuda_float32 PASSED [0.0352s] [ 41%] 2025-08-26T21:59:31.2731895Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_soft_margin_loss_cuda_float32 PASSED [0.0338s] [ 41%] 2025-08-26T21:59:31.2732033Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_softplus_cuda_float32 PASSED [0.0149s] [ 41%] 2025-08-26T21:59:31.2732202Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_triplet_margin_with_distance_loss_cuda_float32 PASSED [0.1072s] [ 41%] 2025-08-26T21:59:31.2732320Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_norm_fro_cuda_float32 PASSED [0.0076s] [ 41%] 2025-08-26T21:59:31.2732450Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_normal_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 41%] 2025-08-26T21:59:31.2732612Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_ones_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 41%] 2025-08-26T21:59:31.2732732Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_pca_lowrank_cuda_float32 XFAIL [0.0038s] [ 41%] 2025-08-26T21:59:31.2732847Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_permute_cuda_float32 PASSED [0.0078s] [ 41%] 2025-08-26T21:59:31.2732988Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_polygamma_polygamma_n_1_cuda_float32 PASSED [0.0175s] [ 42%] 2025-08-26T21:59:31.2733102Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_pow_cuda_float32 PASSED [0.0465s] [ 42%] 2025-08-26T21:59:31.2733219Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_rad2deg_cuda_float32 PASSED [0.0040s] [ 42%] 2025-08-26T21:59:31.2733387Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_rand_like_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 42%] 2025-08-26T21:59:31.2733606Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_randint_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 42%] 2025-08-26T21:59:31.2733773Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_randint_like_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 42%] 2025-08-26T21:59:31.2733931Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_randn_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 42%] 2025-08-26T21:59:31.2734080Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_renorm_cuda_float32 PASSED [0.0168s] [ 42%] 2025-08-26T21:59:31.2734248Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_scalar_tensor_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 42%] 2025-08-26T21:59:31.2734361Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_scatter_cuda_float32 PASSED [0.0652s] [ 42%] 2025-08-26T21:59:31.2735357Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_searchsorted_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 42%] 2025-08-26T21:59:31.2735473Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_select_cuda_float32 PASSED [0.0110s] [ 42%] 2025-08-26T21:59:31.2735658Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_signal_windows_bartlett_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 42%] 2025-08-26T21:59:31.2735850Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_signal_windows_general_cosine_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 42%] 2025-08-26T21:59:31.2736041Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_signal_windows_general_hamming_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 42%] 2025-08-26T21:59:31.2736220Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_signal_windows_hamming_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 42%] 2025-08-26T21:59:31.2736396Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_signal_windows_hann_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 42%] 2025-08-26T21:59:31.2736512Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_slice_cuda_float32 PASSED [0.0083s] [ 42%] 2025-08-26T21:59:31.2736641Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_softmax_with_dtype_cuda_float32 PASSED [0.0136s] [ 42%] 2025-08-26T21:59:31.2736754Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_sort_cuda_float32 PASSED [0.0631s] [ 42%] 2025-08-26T21:59:31.2736924Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_airy_ai_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 42%] 2025-08-26T21:59:31.2737095Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_bessel_j1_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 42%] 2025-08-26T21:59:31.2737286Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_hermite_polynomial_h_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 42%] 2025-08-26T21:59:31.2737406Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_i1_cuda_float32 PASSED [0.0080s] [ 42%] 2025-08-26T21:59:31.2737601Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_legendre_polynomial_p_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 42%] 2025-08-26T21:59:31.2739193Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_ndtri_cuda_float32 PASSED [0.0068s] [ 42%] 2025-08-26T21:59:31.2739398Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_shifted_chebyshev_polynomial_t_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 43%] 2025-08-26T21:59:31.2739598Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_shifted_chebyshev_polynomial_u_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 43%] 2025-08-26T21:59:31.2739823Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_xlog1py_cuda_float32 PASSED [0.0393s] [ 43%] 2025-08-26T21:59:31.2741457Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_split_cuda_float32 PASSED [0.0058s] [ 43%] 2025-08-26T21:59:31.2741643Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_sqrt_cuda_float32 PASSED [0.0040s] [ 43%] 2025-08-26T21:59:31.2741759Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_squeeze_cuda_float32 PASSED [0.0132s] [ 43%] 2025-08-26T21:59:31.2741901Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_squeeze_multiple_cuda_float32 PASSED [0.0106s] [ 43%] 2025-08-26T21:59:31.2742033Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_std_cuda_float32 PASSED [0.0230s] [ 43%] 2025-08-26T21:59:31.2742155Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_std_unbiased_cuda_float32 PASSED [0.0060s] [ 43%] 2025-08-26T21:59:31.2742264Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_stft_cuda_float32 PASSED [0.0395s] [ 43%] 2025-08-26T21:59:31.2742381Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_svd_lowrank_cuda_float32 XFAIL [0.0039s] [ 43%] 2025-08-26T21:59:31.2742494Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_t_copy_cuda_float32 PASSED [0.0083s] [ 43%] 2025-08-26T21:59:31.2742622Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_take_along_dim_cuda_float32 PASSED [0.0154s] [ 43%] 2025-08-26T21:59:31.2742732Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_tan_cuda_float32 PASSED [0.0040s] [ 43%] 2025-08-26T21:59:31.2742845Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_trunc_cuda_float32 PASSED [0.0038s] [ 43%] 2025-08-26T21:59:31.2742964Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_unbind_copy_cuda_float32 XFAIL [0.0030s] [ 43%] 2025-08-26T21:59:31.2743084Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_unflatten_cuda_float32 PASSED [0.0157s] [ 43%] 2025-08-26T21:59:31.2743352Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_unique_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 43%] 2025-08-26T21:59:31.2743475Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_unsafe_chunk_cuda_float32 PASSED [0.0084s] [ 43%] 2025-08-26T21:59:31.2743600Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_var_unbiased_cuda_float32 PASSED [0.0056s] [ 43%] 2025-08-26T21:59:31.2743714Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_vstack_cuda_float32 PASSED [0.0195s] [ 43%] 2025-08-26T21:59:31.2743872Z functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_CubeGenVmapAutogradFunction_cuda_float32 PASSED [0.0161s] [ 43%] 2025-08-26T21:59:31.2743993Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_H_cuda_float32 PASSED [0.0057s] [ 43%] 2025-08-26T21:59:31.2744154Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_MulGenVmapAutogradFunction_cuda_float32 PASSED [0.0075s] [ 43%] 2025-08-26T21:59:31.2745228Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_NumpyMulAutogradFunction_cuda_float64 PASSED [0.0082s] [ 43%] 2025-08-26T21:59:31.2745388Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_NumpySortAutogradFunction_cuda_float64 PASSED [0.0064s] [ 44%] 2025-08-26T21:59:31.2745542Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_SelectAutogradFunction_cuda_float32 PASSED [0.0044s] [ 44%] 2025-08-26T21:59:31.2745718Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ZeroGradientsGenVmapAutogradFunction_cuda_float32 PASSED [0.0067s] [ 44%] 2025-08-26T21:59:31.2745932Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___getitem___cuda_float32 PASSED [0.0358s] [ 44%] 2025-08-26T21:59:31.2746061Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___radd___cuda_float64 PASSED [0.0205s] [ 44%] 2025-08-26T21:59:31.2746207Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___rmatmul___cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 44%] 2025-08-26T21:59:31.2746354Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___rmatmul___cuda_float64 SKIPPED [0.0001s] (Skipped!) [ 44%] 2025-08-26T21:59:31.2746479Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___rmul___cuda_float32 PASSED [0.0214s] [ 44%] 2025-08-26T21:59:31.2746636Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___rsub___cuda_float64 PASSED [0.0211s] [ 44%] 2025-08-26T21:59:31.2746781Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__batch_norm_with_update_cuda_float32 XFAIL [0.0061s] [ 44%] 2025-08-26T21:59:31.2746976Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__chunk_cat_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 44%] 2025-08-26T21:59:31.2747123Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__segment_reduce_lengths_cuda_float32 PASSED [0.1782s] [ 44%] 2025-08-26T21:59:31.2747270Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__softmax_backward_data_cuda_float32 PASSED [0.0073s] [ 44%] 2025-08-26T21:59:31.2747417Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__upsample_bilinear2d_aa_cuda_float32 PASSED [0.0132s] [ 44%] 2025-08-26T21:59:31.2747541Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_acos_cuda_float64 PASSED [0.0068s] [ 44%] 2025-08-26T21:59:31.2747667Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addbmm_cuda_float32 PASSED [0.0221s] [ 44%] 2025-08-26T21:59:31.2747794Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addcmul_cuda_float32 PASSED [0.0376s] [ 44%] 2025-08-26T21:59:31.2747936Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addmm_decomposed_cuda_float32 PASSED [0.0186s] [ 44%] 2025-08-26T21:59:31.2748068Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_alias_copy_cuda_float64 PASSED [0.0051s] [ 44%] 2025-08-26T21:59:31.2748236Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_all_cuda_float64 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 44%] 2025-08-26T21:59:31.2749288Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_allclose_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 44%] 2025-08-26T21:59:31.2749458Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_any_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 44%] 2025-08-26T21:59:31.2749629Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_arange_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 44%] 2025-08-26T21:59:31.2749881Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_argsort_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 44%] 2025-08-26T21:59:31.2750059Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_argwhere_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 44%] 2025-08-26T21:59:31.2750233Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_argwhere_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 44%] 2025-08-26T21:59:31.2750373Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_as_strided_copy_cuda_float32 PASSED [0.0104s] [ 45%] 2025-08-26T21:59:31.2750528Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_as_strided_partial_views_cuda_float64 PASSED [0.0070s] [ 45%] 2025-08-26T21:59:31.2750652Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_atan_cuda_float64 PASSED [0.0039s] [ 45%] 2025-08-26T21:59:31.2750776Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_atanh_cuda_float32 PASSED [0.0105s] [ 45%] 2025-08-26T21:59:31.2750953Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_bernoulli_cuda_float64 PASSED [0.0087s] [ 45%] 2025-08-26T21:59:31.2751078Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_bfloat16_cuda_float32 PASSED [0.0115s] [ 45%] 2025-08-26T21:59:31.2751242Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_bfloat16_functorch_no_channels_last_cuda_float32 PASSED [0.0089s] [ 45%] 2025-08-26T21:59:31.2751363Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_bmm_cuda_float32 PASSED [0.0056s] [ 45%] 2025-08-26T21:59:31.2751583Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_bucketize_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 45%] 2025-08-26T21:59:31.2751785Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_byte_functorch_no_channels_last_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 45%] 2025-08-26T21:59:31.2752007Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_byte_functorch_no_channels_last_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 45%] 2025-08-26T21:59:31.2752128Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cat_cuda_float32 PASSED [0.0188s] [ 45%] 2025-08-26T21:59:31.2752250Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cat_cuda_float64 PASSED [0.0188s] [ 45%] 2025-08-26T21:59:31.2752374Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cdist_cuda_float64 PASSED [0.7744s] [ 45%] 2025-08-26T21:59:31.2752501Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cdouble_cuda_float32 PASSED [0.0103s] [ 45%] 2025-08-26T21:59:31.2752627Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cfloat_cuda_float64 PASSED [0.0101s] [ 45%] 2025-08-26T21:59:31.2753630Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cholesky_solve_cuda_float32 PASSED [0.0394s] [ 45%] 2025-08-26T21:59:31.2753756Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_chunk_cuda_float32 PASSED [0.0460s] [ 45%] 2025-08-26T21:59:31.2753885Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_clamp_min_cuda_float32 PASSED [0.0242s] [ 45%] 2025-08-26T21:59:31.2754018Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_column_stack_cuda_float64 PASSED [0.0089s] [ 45%] 2025-08-26T21:59:31.2754153Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_combinations_cuda_float64 PASSED [0.0471s] [ 45%] 2025-08-26T21:59:31.2754283Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_contiguous_cuda_float32 PASSED [0.0052s] [ 45%] 2025-08-26T21:59:31.2754414Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_corrcoef_cuda_float32 PASSED [0.0171s] [ 45%] 2025-08-26T21:59:31.2754541Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_corrcoef_cuda_float64 PASSED [0.0159s] [ 45%] 2025-08-26T21:59:31.2754665Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cov_cuda_float64 PASSED [0.1063s] [ 45%] 2025-08-26T21:59:31.2754788Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cummin_cuda_float64 PASSED [0.0077s] [ 46%] 2025-08-26T21:59:31.2754914Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cumsum_cuda_float64 PASSED [0.0090s] [ 46%] 2025-08-26T21:59:31.2755062Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cumulative_trapezoid_cuda_float32 PASSED [0.0266s] [ 46%] 2025-08-26T21:59:31.2755190Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_deg2rad_cuda_float32 PASSED [0.0039s] [ 46%] 2025-08-26T21:59:31.2755314Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diag_cuda_float32 PASSED [0.0264s] [ 46%] 2025-08-26T21:59:31.2755445Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diag_embed_cuda_float32 PASSED [0.0239s] [ 46%] 2025-08-26T21:59:31.2755598Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diagonal_copy_cuda_float32 PASSED [0.0249s] [ 46%] 2025-08-26T21:59:31.2755734Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diagonal_copy_cuda_float64 PASSED [0.0261s] [ 46%] 2025-08-26T21:59:31.2755861Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diagonal_cuda_float32 PASSED [0.0233s] [ 46%] 2025-08-26T21:59:31.2755983Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diff_cuda_float64 PASSED [0.1748s] [ 46%] 2025-08-26T21:59:31.2756103Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_dist_cuda_float32 PASSED [0.1354s] [ 46%] 2025-08-26T21:59:31.2756251Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_dist_cuda_float64 PASSED [0.1312s] [ 46%] 2025-08-26T21:59:31.2757251Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_div_floor_rounding_cuda_float32 PASSED [0.0207s] [ 46%] 2025-08-26T21:59:31.2757396Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_div_no_rounding_mode_cuda_float32 PASSED [0.0235s] [ 46%] 2025-08-26T21:59:31.2757535Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_dot_cuda_float32 PASSED [0.0050s] [ 46%] 2025-08-26T21:59:31.2757658Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_einsum_cuda_float32 PASSED [0.0287s] [ 46%] 2025-08-26T21:59:31.2757838Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_empty_like_cuda_float64 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 46%] 2025-08-26T21:59:31.2758025Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_empty_permuted_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 46%] 2025-08-26T21:59:31.2758212Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_empty_strided_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 46%] 2025-08-26T21:59:31.2758338Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_erfinv_cuda_float64 PASSED [0.1744s] [ 46%] 2025-08-26T21:59:31.2758469Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_expand_as_cuda_float32 PASSED [0.0073s] [ 46%] 2025-08-26T21:59:31.2758601Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_expand_copy_cuda_float32 PASSED [0.0151s] [ 46%] 2025-08-26T21:59:31.2758726Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_expm1_cuda_float64 PASSED [0.0039s] [ 46%] 2025-08-26T21:59:31.2758853Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_fft2_cuda_float32 PASSED [0.0130s] [ 46%] 2025-08-26T21:59:31.2758980Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_fft_cuda_float32 PASSED [0.0246s] [ 46%] 2025-08-26T21:59:31.2759116Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_fftshift_cuda_float64 PASSED [0.0095s] [ 46%] 2025-08-26T21:59:31.2759246Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_hfft2_cuda_float64 PASSED [3.9822s] [ 47%] 2025-08-26T21:59:31.2759376Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_ihfftn_cuda_float32 PASSED [0.0500s] [ 47%] 2025-08-26T21:59:31.2759502Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_irfft2_cuda_float32 PASSED [0.0192s] [ 47%] 2025-08-26T21:59:31.2759628Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_irfft2_cuda_float64 PASSED [1.0397s] [ 47%] 2025-08-26T21:59:31.2759833Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_irfftn_cuda_float32 PASSED [0.0264s] [ 47%] 2025-08-26T21:59:31.2759959Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_rfft2_cuda_float64 PASSED [2.1528s] [ 47%] 2025-08-26T21:59:31.2760086Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_rfftn_cuda_float32 PASSED [0.0182s] [ 47%] 2025-08-26T21:59:31.2768430Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fill_cuda_float64 PASSED [0.0065s] [ 47%] 2025-08-26T21:59:31.2768666Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_flip_cuda_float64 PASSED [0.0154s] [ 47%] 2025-08-26T21:59:31.2768811Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fliplr_cuda_float64 PASSED [0.0049s] [ 47%] 2025-08-26T21:59:31.2768980Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_flipud_cuda_float64 PASSED [0.0049s] [ 47%] 2025-08-26T21:59:31.2769192Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_float_functorch_no_channels_last_cuda_float32 PASSED [0.0079s] [ 47%] 2025-08-26T21:59:31.2769344Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_float_power_cuda_float32 PASSED [0.0265s] [ 47%] 2025-08-26T21:59:31.2769513Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_floor_cuda_float32 PASSED [0.0039s] [ 47%] 2025-08-26T21:59:31.2769647Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_frac_cuda_float32 PASSED [0.0038s] [ 47%] 2025-08-26T21:59:31.2769887Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_frexp_cuda_float64 PASSED [0.1427s] [ 47%] 2025-08-26T21:59:31.2770087Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ge_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 47%] 2025-08-26T21:59:31.2770242Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_grid_sampler_3d_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 47%] 2025-08-26T21:59:31.2770426Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_hash_tensor_cuda_float64 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 47%] 2025-08-26T21:59:31.2770600Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_histc_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 47%] 2025-08-26T21:59:31.2770731Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_hypot_cuda_float64 PASSED [0.0228s] [ 47%] 2025-08-26T21:59:31.2770908Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_igamma_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 47%] 2025-08-26T21:59:31.2771053Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_copy_cuda_float32 PASSED [0.0096s] [ 47%] 2025-08-26T21:59:31.2771189Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_fill_cuda_float32 PASSED [0.0160s] [ 47%] 2025-08-26T21:59:31.2771329Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_fill_cuda_float64 PASSED [0.0153s] [ 47%] 2025-08-26T21:59:31.2771474Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_reduce_amax_cuda_float64 PASSED [0.0234s] [ 48%] 2025-08-26T21:59:31.2771621Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_reduce_amin_cuda_float64 PASSED [0.0229s] [ 48%] 2025-08-26T21:59:31.2771775Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_reduce_mean_cuda_float32 PASSED [0.0239s] [ 48%] 2025-08-26T21:59:31.2773603Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_inner_cuda_float32 PASSED [0.0072s] [ 48%] 2025-08-26T21:59:31.2773789Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_int_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 48%] 2025-08-26T21:59:31.2773969Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isfinite_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 48%] 2025-08-26T21:59:31.2774180Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_4inputs_with_extra_args_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 48%] 2025-08-26T21:59:31.2774376Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_binary_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 48%] 2025-08-26T21:59:31.2774507Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_kron_cuda_float64 PASSED [0.0048s] [ 48%] 2025-08-26T21:59:31.2774640Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_kthvalue_cuda_float32 PASSED [0.0216s] [ 48%] 2025-08-26T21:59:31.2774830Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_cholesky_ex_cuda_float64 PASSED [0.1344s] [ 48%] 2025-08-26T21:59:31.2774966Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_cond_cuda_float32 PASSED [0.0105s] [ 48%] 2025-08-26T21:59:31.2775102Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_cross_cuda_float64 PASSED [0.0091s] [ 48%] 2025-08-26T21:59:31.2775238Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_eigh_cuda_float64 PASSED [0.0486s] [ 48%] 2025-08-26T21:59:31.2775376Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_eigvals_cuda_float64 PASSED [0.3759s] [ 48%] 2025-08-26T21:59:31.2775557Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_eigvalsh_cuda_float32 PASSED [0.0165s] [ 48%] 2025-08-26T21:59:31.2775693Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_inv_ex_cuda_float32 PASSED [0.0159s] [ 48%] 2025-08-26T21:59:31.2775846Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_inv_ex_cuda_float64 PASSED [0.1967s] [ 48%] 2025-08-26T21:59:31.2776037Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_ldl_factor_cuda_float64 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 48%] 2025-08-26T21:59:31.2776174Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lstsq_cuda_float64 PASSED [0.0928s] [ 48%] 2025-08-26T21:59:31.2776304Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_cuda_float64 PASSED [0.1405s] [ 48%] 2025-08-26T21:59:31.2776446Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_factor_cuda_float64 PASSED [0.0992s] [ 48%] 2025-08-26T21:59:31.2776605Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_factor_ex_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 48%] 2025-08-26T21:59:31.2776751Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_factor_ex_cuda_float64 PASSED [0.0823s] [ 48%] 2025-08-26T21:59:31.2778064Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_matrix_rank_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 48%] 2025-08-26T21:59:31.2778270Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_matrix_rank_hermitian_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 48%] 2025-08-26T21:59:31.2778435Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_norm_subgradients_at_zero_cuda_float32 PASSED [0.1148s] [ 49%] 2025-08-26T21:59:31.2778601Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_norm_subgradients_at_zero_cuda_float64 PASSED [0.1152s] [ 49%] 2025-08-26T21:59:31.2778750Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_pinv_hermitian_cuda_float32 PASSED [0.0215s] [ 49%] 2025-08-26T21:59:31.2778974Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_pinv_singular_cuda_float64 SKIPPED [0.0005s] (test is slow; run with PYTORCH_TEST_WITH_SLOW to enable test) [ 49%] 2025-08-26T21:59:31.2779109Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_qr_cuda_float32 PASSED [0.1195s] [ 49%] 2025-08-26T21:59:31.2779238Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_qr_cuda_float64 PASSED [0.1249s] [ 49%] 2025-08-26T21:59:31.2779378Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_slogdet_cuda_float32 PASSED [0.0284s] [ 49%] 2025-08-26T21:59:31.2779514Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_solve_cuda_float32 PASSED [0.0521s] [ 49%] 2025-08-26T21:59:31.2779658Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_solve_ex_cuda_float32 PASSED [0.0513s] [ 49%] 2025-08-26T21:59:31.2779904Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_solve_triangular_cuda_float32 PASSED [0.6396s] [ 49%] 2025-08-26T21:59:31.2780077Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_svdvals_cuda_float64 PASSED [0.0529s] [ 49%] 2025-08-26T21:59:31.2780218Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_tensorinv_cuda_float32 PASSED [0.0084s] [ 49%] 2025-08-26T21:59:31.2780363Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_vector_norm_cuda_float64 PASSED [0.2933s] [ 49%] 2025-08-26T21:59:31.2780543Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linspace_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 49%] 2025-08-26T21:59:31.2780780Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linspace_tensor_overload_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 49%] 2025-08-26T21:59:31.2780914Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log1p_cuda_float64 PASSED [0.0040s] [ 49%] 2025-08-26T21:59:31.2781096Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log_normal_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 49%] 2025-08-26T21:59:31.2781249Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logaddexp_cuda_float64 PASSED [0.0250s] [ 49%] 2025-08-26T21:59:31.2781387Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logcumsumexp_cuda_float32 PASSED [0.0147s] [ 49%] 2025-08-26T21:59:31.2781513Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logit_cuda_float64 PASSED [0.0085s] [ 49%] 2025-08-26T21:59:31.2782799Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logspace_tensor_overload_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 49%] 2025-08-26T21:59:31.2782935Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logsumexp_cuda_float64 PASSED [0.0272s] [ 49%] 2025-08-26T21:59:31.2783198Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_long_cuda_float64 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 49%] 2025-08-26T21:59:31.2783331Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_lu_unpack_cuda_float32 PASSED [0.0983s] [ 49%] 2025-08-26T21:59:31.2783462Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_lu_unpack_cuda_float64 PASSED [0.0977s] [ 49%] 2025-08-26T21:59:31.2783596Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_amin_cuda_float64 PASSED [0.1367s] [ 50%] 2025-08-26T21:59:31.2783782Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_argmin_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 50%] 2025-08-26T21:59:31.2783916Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_fill_cuda_float32 PASSED [0.0224s] [ 50%] 2025-08-26T21:59:31.2784069Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_log_softmax_cuda_float64 PASSED [0.0421s] [ 50%] 2025-08-26T21:59:31.2784202Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_norm_cuda_float32 PASSED [0.6359s] [ 50%] 2025-08-26T21:59:31.2784342Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_prod_cuda_float64 PASSED [1.0472s] [ 50%] 2025-08-26T21:59:31.2784480Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_scatter_cuda_float32 PASSED [0.0155s] [ 50%] 2025-08-26T21:59:31.2784619Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_scatter_cuda_float64 PASSED [0.0149s] [ 50%] 2025-08-26T21:59:31.2784754Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_select_cuda_float32 XFAIL [0.0081s] [ 50%] 2025-08-26T21:59:31.2784896Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_softmax_cuda_float64 PASSED [0.0398s] [ 50%] 2025-08-26T21:59:31.2785034Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_softmin_cuda_float64 PASSED [0.0427s] [ 50%] 2025-08-26T21:59:31.2785168Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_std_cuda_float32 PASSED [0.1022s] [ 50%] 2025-08-26T21:59:31.2785340Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_matrix_exp_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 50%] 2025-08-26T21:59:31.2785489Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_max_reduction_no_dim_cuda_float32 PASSED [0.0062s] [ 50%] 2025-08-26T21:59:31.2785635Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_max_reduction_no_dim_cuda_float64 PASSED [0.0059s] [ 50%] 2025-08-26T21:59:31.2785787Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_min_reduction_with_dim_cuda_float64 PASSED [0.0089s] [ 50%] 2025-08-26T21:59:31.2787398Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_movedim_cuda_float32 PASSED [0.0053s] [ 50%] 2025-08-26T21:59:31.2787568Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mul_cuda_float32 PASSED [0.0211s] [ 50%] 2025-08-26T21:59:31.2808329Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mv_cuda_float64 PASSED [0.0049s] [ 50%] 2025-08-26T21:59:31.2808610Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mvlgamma_mvlgamma_p_3_cuda_float32 PASSED [0.0185s] [ 50%] 2025-08-26T21:59:31.2808761Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mvlgamma_mvlgamma_p_5_cuda_float32 PASSED [0.0183s] [ 50%] 2025-08-26T21:59:31.2808910Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mvlgamma_mvlgamma_p_5_cuda_float64 PASSED [0.3407s] [ 50%] 2025-08-26T21:59:31.2809040Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nanmean_cuda_float32 PASSED [0.0607s] [ 50%] 2025-08-26T21:59:31.2809174Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nanquantile_cuda_float32 PASSED [0.1502s] [ 50%] 2025-08-26T21:59:31.2809366Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_narrow_copy_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 50%] 2025-08-26T21:59:31.2809511Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_native_layer_norm_cuda_float32 PASSED [0.1500s] [ 51%] 2025-08-26T21:59:31.2809636Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_neg_cuda_float64 PASSED [0.0040s] [ 51%] 2025-08-26T21:59:31.2809918Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_empty_strided_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 51%] 2025-08-26T21:59:31.2810103Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_empty_strided_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 51%] 2025-08-26T21:59:31.2810278Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_ones_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 51%] 2025-08-26T21:59:31.2810455Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nextafter_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 51%] 2025-08-26T21:59:31.2810617Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_adaptive_avg_pool3d_cuda_float32 PASSED [0.0209s] [ 51%] 2025-08-26T21:59:31.2810782Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_adaptive_max_pool3d_cuda_float64 PASSED [0.0393s] [ 51%] 2025-08-26T21:59:31.2810942Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_binary_cross_entropy_cuda_float32 PASSED [0.0274s] [ 51%] 2025-08-26T21:59:31.2811103Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_binary_cross_entropy_cuda_float64 PASSED [0.0270s] [ 51%] 2025-08-26T21:59:31.2811280Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_binary_cross_entropy_with_logits_cuda_float32 PASSED [0.0625s] [ 51%] 2025-08-26T21:59:31.2813199Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_binary_cross_entropy_with_logits_cuda_float64 PASSED [0.0643s] [ 51%] 2025-08-26T21:59:31.2813354Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_celu_cuda_float64 PASSED [0.0065s] [ 51%] 2025-08-26T21:59:31.2813570Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_channel_shuffle_cuda_float64 PASSED [0.0070s] [ 51%] 2025-08-26T21:59:31.2813813Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv1d_cuda_float64 [W826 21:28:30.246138453 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2813921Z [W826 21:28:30.246446494 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2814023Z [W826 21:28:30.247045978 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2814166Z [W826 21:28:30.247106517 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2814264Z [W826 21:28:30.247326061 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2814362Z [W826 21:28:30.247371430 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2814477Z [W826 21:28:30.248561177 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2814575Z [W826 21:28:30.248626586 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2814672Z [W826 21:28:30.248834781 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2814770Z [W826 21:28:30.248889639 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2814867Z [W826 21:28:30.250171925 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2814967Z [W826 21:28:30.250338440 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2815065Z [W826 21:28:30.250604483 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2815165Z [W826 21:28:30.250648042 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2815263Z [W826 21:28:30.250848116 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2815360Z [W826 21:28:30.250888865 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2815456Z [W826 21:28:30.252051175 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2815553Z [W826 21:28:30.252120842 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2815650Z [W826 21:28:30.252334316 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2816705Z [W826 21:28:30.252389386 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2816803Z [W826 21:28:30.261774614 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2816902Z [W826 21:28:30.261930091 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2817000Z [W826 21:28:30.262203972 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2817097Z [W826 21:28:30.262260142 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2817192Z [W826 21:28:30.262437517 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2817289Z [W826 21:28:30.262477756 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2817387Z [W826 21:28:30.263323773 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2817487Z [W826 21:28:30.263383422 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2817583Z [W826 21:28:30.263562327 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2817700Z [W826 21:28:30.263608785 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2817798Z [W826 21:28:30.264547520 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2817895Z [W826 21:28:30.264689036 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2817991Z [W826 21:28:30.264916670 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2818089Z [W826 21:28:30.264957809 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2818185Z [W826 21:28:30.265131904 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2818311Z [W826 21:28:30.265174073 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2818408Z [W826 21:28:30.265979511 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2818506Z [W826 21:28:30.266043930 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2818615Z [W826 21:28:30.266306933 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2818713Z [W826 21:28:30.266356472 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2820002Z [W826 21:28:30.273528950 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2820103Z [W826 21:28:30.273685686 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2820199Z [W826 21:28:30.274092485 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2820300Z [W826 21:28:30.274144094 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2820396Z [W826 21:28:30.274331619 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2820495Z [W826 21:28:30.274375687 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2820592Z [W826 21:28:30.275192025 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2820689Z [W826 21:28:30.275257943 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2820785Z [W826 21:28:30.275425550 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2820885Z [W826 21:28:30.275475249 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2820982Z [W826 21:28:30.276426243 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2821080Z [W826 21:28:30.276566049 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2821176Z [W826 21:28:30.276794263 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2821276Z [W826 21:28:30.276834272 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2821373Z [W826 21:28:30.277014797 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2821471Z [W826 21:28:30.277060226 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2821568Z [W826 21:28:30.277874304 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2821665Z [W826 21:28:30.277932222 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2821761Z [W826 21:28:30.278120897 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2821858Z [W826 21:28:30.278174436 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2821897Z PASSED [0.0352s] [ 51%] 2025-08-26T21:59:31.2823087Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_cuda_float32 MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback AI] Solver , workspace required: 2400, provided ptr: 0x7f9457a02200 size: 1536 2025-08-26T21:59:31.2823404Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 2400, provided ptr: 0x7f9457a02200 size: 1536 2025-08-26T21:59:31.2823601Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback AI] Solver , workspace required: 2400, provided ptr: 0x7f9457a02600 size: 1024 2025-08-26T21:59:31.2823785Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 2400, provided ptr: 0x7f9457a02600 size: 1024 2025-08-26T21:59:31.2823823Z PASSED [0.2049s] [ 51%] 2025-08-26T21:59:31.2824089Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_cuda_float64 [W826 21:28:30.487847151 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2824191Z [W826 21:28:30.488294438 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2824306Z [W826 21:28:30.488724437 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2824403Z [W826 21:28:30.488782695 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2824500Z [W826 21:28:30.488984730 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2824597Z [W826 21:28:30.489041188 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2824692Z [W826 21:28:30.490233496 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2824791Z [W826 21:28:30.490305665 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2824887Z [W826 21:28:30.490507309 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2824985Z [W826 21:28:30.490562458 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2825082Z [W826 21:28:30.491802075 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2825179Z [W826 21:28:30.491951641 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2825275Z [W826 21:28:30.492223283 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2825372Z [W826 21:28:30.492275682 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2825468Z [W826 21:28:30.492460657 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2825568Z [W826 21:28:30.492504256 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2825665Z [W826 21:28:30.493662604 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2826634Z [W826 21:28:30.493737062 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2826735Z [W826 21:28:30.493929337 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2826832Z [W826 21:28:30.493986597 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2826929Z [W826 21:28:30.516920782 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2827025Z [W826 21:28:30.517085249 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2827120Z [W826 21:28:30.517324742 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2827221Z [W826 21:28:30.517374601 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2827316Z [W826 21:28:30.517538387 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2827433Z [W826 21:28:30.517582746 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2827529Z [W826 21:28:30.518415623 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2827627Z [W826 21:28:30.518490921 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2827723Z [W826 21:28:30.518654707 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2827820Z [W826 21:28:30.518710435 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2827916Z [W826 21:28:30.519658349 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2828052Z [W826 21:28:30.519798477 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2828149Z [W826 21:28:30.520020340 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2828247Z [W826 21:28:30.520070649 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2828360Z [W826 21:28:30.520246265 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2828458Z [W826 21:28:30.520291783 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2828555Z [W826 21:28:30.521144150 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2828652Z [W826 21:28:30.521220018 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2829617Z [W826 21:28:30.521393493 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2829821Z [W826 21:28:30.521450502 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2829917Z [W826 21:28:30.522387577 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2830015Z [W826 21:28:30.522529763 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2830113Z [W826 21:28:30.522777306 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2830213Z [W826 21:28:30.522825136 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2830309Z [W826 21:28:30.523009660 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2830406Z [W826 21:28:30.523058379 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2830502Z [W826 21:28:30.524167060 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2830603Z [W826 21:28:30.524234428 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2830699Z [W826 21:28:30.524424573 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2830797Z [W826 21:28:30.524476551 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2830895Z [W826 21:28:30.525716538 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2830992Z [W826 21:28:30.525859804 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2831088Z [W826 21:28:30.526111988 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2831188Z [W826 21:28:30.526162067 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2831286Z [W826 21:28:30.526342642 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2831385Z [W826 21:28:30.526386240 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2831482Z [W826 21:28:30.527475961 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2831614Z [W826 21:28:30.527543199 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2831711Z [W826 21:28:30.527734784 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2832670Z [W826 21:28:30.527786493 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2832768Z [W826 21:28:30.570646617 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2832864Z [W826 21:28:30.570866341 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2832960Z [W826 21:28:30.571289159 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2833095Z [W826 21:28:30.571443435 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2833191Z [W826 21:28:30.571703688 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2833289Z [W826 21:28:30.571844174 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2833401Z [W826 21:28:30.573049662 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2833497Z [W826 21:28:30.573237848 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2833593Z [W826 21:28:30.573518590 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2833689Z [W826 21:28:30.573670886 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2833785Z [W826 21:28:30.575049429 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2833882Z [W826 21:28:30.575236544 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2833978Z [W826 21:28:30.575573706 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2834077Z [W826 21:28:30.575689331 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2834174Z [W826 21:28:30.575920265 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2834271Z [W826 21:28:30.576040122 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2834368Z [W826 21:28:30.577262030 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2834467Z [W826 21:28:30.577401766 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2834564Z [W826 21:28:30.577653249 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2834663Z [W826 21:28:30.577773996 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2834759Z [W826 21:28:30.579040902 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2835707Z [W826 21:28:30.579191298 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2835806Z [W826 21:28:30.579450562 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2835903Z [W826 21:28:30.579502229 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2835998Z [W826 21:28:30.579668885 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2836094Z [W826 21:28:30.579714304 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2836190Z [W826 21:28:30.580563412 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2836290Z [W826 21:28:30.580634410 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2836385Z [W826 21:28:30.580804915 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2836502Z [W826 21:28:30.580859134 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2836600Z [W826 21:28:30.581795998 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2836697Z [W826 21:28:30.581935885 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2836793Z [W826 21:28:30.582159918 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2836889Z [W826 21:28:30.582211268 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2836986Z [W826 21:28:30.582372744 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2837112Z [W826 21:28:30.582416643 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2837209Z [W826 21:28:30.583253140 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2837306Z [W826 21:28:30.583321248 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2837417Z [W826 21:28:30.583494683 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2837514Z [W826 21:28:30.583551712 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2837550Z PASSED [0.0991s] [ 51%] 2025-08-26T21:59:31.2837710Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_no_bias_cuda_float32 PASSED [0.0052s] [ 51%] 2025-08-26T21:59:31.2838805Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_no_bias_cuda_float64 [W826 21:28:30.593486766 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2838906Z [W826 21:28:30.593743979 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2839003Z [W826 21:28:30.594152968 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2839103Z [W826 21:28:30.594242866 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2839199Z [W826 21:28:30.594435381 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2839296Z [W826 21:28:30.594501189 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2839392Z [W826 21:28:30.595411975 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2839489Z [W826 21:28:30.595494173 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2839590Z [W826 21:28:30.595681908 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2839791Z [W826 21:28:30.595751026 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2839827Z PASSED [0.0057s] [ 51%] 2025-08-26T21:59:31.2840088Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_groups_with_bias_cuda_float64 [W826 21:28:30.599545744 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2840187Z [W826 21:28:30.599784518 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2840283Z [W826 21:28:30.600328133 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2840379Z [W826 21:28:30.600482619 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2840477Z [W826 21:28:30.600766961 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2840575Z [W826 21:28:30.600909318 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2840672Z [W826 21:28:30.602150835 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2840803Z [W826 21:28:30.602331570 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2840901Z [W826 21:28:30.602610572 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2840997Z [W826 21:28:30.602753528 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2841891Z PASSED [0.0067s] [ 51%] 2025-08-26T21:59:31.2842085Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32 PASSED [0.0057s] [ 51%] 2025-08-26T21:59:31.2842369Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_with_bias_cuda_float64 [W826 21:28:30.613247268 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2842467Z [W826 21:28:30.613491891 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2842565Z [W826 21:28:30.613911070 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2842681Z [W826 21:28:30.613993428 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2842778Z [W826 21:28:30.614208592 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2842875Z [W826 21:28:30.614283280 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2842973Z [W826 21:28:30.615508347 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2843071Z [W826 21:28:30.615598675 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2843171Z [W826 21:28:30.615804150 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2843268Z [W826 21:28:30.615875588 NNPACK.cpp:56] Could not initialize NNPACK! Reason: Unsupported hardware. 2025-08-26T21:59:31.2843304Z PASSED [0.0062s] [ 51%] 2025-08-26T21:59:31.2843481Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv_transpose3d_cuda_float64 SKIPPED [0.0001s] (Skipped!) [ 51%] 2025-08-26T21:59:31.2843648Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_embedding_functorch_cuda_float64 PASSED [0.0125s] [ 51%] 2025-08-26T21:59:31.2843813Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_gaussian_nll_loss_cuda_float32 PASSED [1.1451s] [ 51%] 2025-08-26T21:59:31.2843972Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_gaussian_nll_loss_cuda_float64 PASSED [1.1647s] [ 51%] 2025-08-26T21:59:31.2844127Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_group_norm_cuda_float32 PASSED [0.0357s] [ 52%] 2025-08-26T21:59:31.2844281Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hardsigmoid_cuda_float32 PASSED [0.0142s] [ 52%] 2025-08-26T21:59:31.2844435Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hardswish_cuda_float64 PASSED [0.0080s] [ 52%] 2025-08-26T21:59:31.2844602Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hinge_embedding_loss_cuda_float32 PASSED [0.0242s] [ 52%] 2025-08-26T21:59:31.2844755Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_huber_loss_cuda_float32 PASSED [0.0334s] [ 52%] 2025-08-26T21:59:31.2845771Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_huber_loss_cuda_float64 PASSED [0.0328s] [ 52%] 2025-08-26T21:59:31.2845926Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_instance_norm_cuda_float64 PASSED [0.0216s] [ 52%] 2025-08-26T21:59:31.2846087Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_area_cuda_float32 PASSED [0.0389s] [ 52%] 2025-08-26T21:59:31.2846243Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_area_cuda_float64 PASSED [0.0383s] [ 52%] 2025-08-26T21:59:31.2846430Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_bicubic_cuda_float32 PASSED [0.0425s] [ 52%] 2025-08-26T21:59:31.2846591Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_bilinear_cuda_float64 PASSED [0.0401s] [ 52%] 2025-08-26T21:59:31.2846750Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_linear_cuda_float32 PASSED [0.0312s] [ 52%] 2025-08-26T21:59:31.2846911Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_trilinear_cuda_float64 PASSED [0.0387s] [ 52%] 2025-08-26T21:59:31.2847085Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_kl_div_cuda_float32 PASSED [0.0406s] [ 52%] 2025-08-26T21:59:31.2847230Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_l1_loss_cuda_float32 PASSED [0.0150s] [ 52%] 2025-08-26T21:59:31.2847395Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_layer_norm_cuda_float32 PASSED [0.0173s] [ 52%] 2025-08-26T21:59:31.2847538Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_linear_cuda_float64 PASSED [0.0463s] [ 52%] 2025-08-26T21:59:31.2847697Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_local_response_norm_cuda_float64 PASSED [0.0261s] [ 52%] 2025-08-26T21:59:31.2847854Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_margin_ranking_loss_cuda_float64 PASSED [0.0425s] [ 52%] 2025-08-26T21:59:31.2848003Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_pool1d_cuda_float64 PASSED [1.3938s] [ 52%] 2025-08-26T21:59:31.2848150Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_pool3d_cuda_float32 PASSED [0.9907s] [ 52%] 2025-08-26T21:59:31.2848302Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool1d_cuda_float64 PASSED [0.2569s] [ 52%] 2025-08-26T21:59:31.2848458Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool1d_grad_cuda_float32 PASSED [0.0454s] [ 52%] 2025-08-26T21:59:31.2848608Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool2d_cuda_float32 XFAIL [0.0636s] [ 52%] 2025-08-26T21:59:31.2848758Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool3d_cuda_float32 PASSED [0.1665s] [ 52%] 2025-08-26T21:59:31.2848909Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool3d_cuda_float64 PASSED [0.1700s] [ 53%] 2025-08-26T21:59:31.2850001Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_mish_cuda_float64 PASSED [0.0073s] [ 53%] 2025-08-26T21:59:31.2850174Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_multi_head_attention_forward_cuda_float32 PASSED [0.0227s] [ 53%] 2025-08-26T21:59:31.2850335Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_multi_margin_loss_cuda_float32 PASSED [0.0191s] [ 53%] 2025-08-26T21:59:31.2850500Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_multilabel_margin_loss_cuda_float32 PASSED [0.0126s] [ 53%] 2025-08-26T21:59:31.2850652Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pad_constant_cuda_float32 PASSED [0.0719s] [ 53%] 2025-08-26T21:59:31.2850801Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pad_constant_cuda_float64 PASSED [0.0729s] [ 53%] 2025-08-26T21:59:31.2850952Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pad_reflect_cuda_float32 PASSED [0.0232s] [ 53%] 2025-08-26T21:59:31.2851099Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pad_reflect_cuda_float64 PASSED [0.0209s] [ 53%] 2025-08-26T21:59:31.2851297Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pad_replicate_negative_cuda_float32 PASSED [0.0123s] [ 53%] 2025-08-26T21:59:31.2851453Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pairwise_distance_cuda_float32 PASSED [0.0196s] [ 53%] 2025-08-26T21:59:31.2851595Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pdist_cuda_float32 PASSED [0.0175s] [ 53%] 2025-08-26T21:59:31.2851750Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_poisson_nll_loss_cuda_float64 PASSED [0.2089s] [ 53%] 2025-08-26T21:59:31.2851892Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_relu6_cuda_float32 PASSED [0.0078s] [ 53%] 2025-08-26T21:59:31.2852071Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_relu6_cuda_float64 PASSED [0.0067s] [ 53%] 2025-08-26T21:59:31.2852213Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_relu_cuda_float32 PASSED [0.0087s] [ 53%] 2025-08-26T21:59:31.2852371Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_relu_cuda_float64 PASSED [0.0085s] [ 53%] 2025-08-26T21:59:31.2852513Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_rrelu_cuda_float64 PASSED [0.0111s] [ 53%] 2025-08-26T21:59:31.2852651Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_silu_cuda_float32 PASSED [0.0065s] [ 53%] 2025-08-26T21:59:31.2852808Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_smooth_l1_loss_cuda_float32 PASSED [0.0283s] [ 53%] 2025-08-26T21:59:31.2852970Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softmin_with_dtype_cuda_float32 PASSED [0.0141s] [ 53%] 2025-08-26T21:59:31.2853119Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softshrink_cuda_float32 PASSED [0.0177s] [ 53%] 2025-08-26T21:59:31.2854130Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softshrink_cuda_float64 PASSED [0.0099s] [ 53%] 2025-08-26T21:59:31.2854283Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_tanhshrink_cuda_float32 PASSED [0.0068s] [ 53%] 2025-08-26T21:59:31.2854430Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_tanhshrink_cuda_float64 PASSED [0.0068s] [ 53%] 2025-08-26T21:59:31.2854579Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_threshold_cuda_float32 PASSED [0.0088s] [ 53%] 2025-08-26T21:59:31.2854758Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_triplet_margin_with_distance_loss_cuda_float32 PASSED [0.0287s] [ 54%] 2025-08-26T21:59:31.2854922Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_upsample_bilinear_cuda_float32 PASSED [0.0089s] [ 54%] 2025-08-26T21:59:31.2855081Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_upsample_bilinear_cuda_float64 PASSED [0.0091s] [ 54%] 2025-08-26T21:59:31.2855248Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nonzero_static_cuda_float32 SKIPPED [0.0005s] (Only runs on cpu) [ 54%] 2025-08-26T21:59:31.2855376Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_norm_cuda_float32 PASSED [0.0749s] [ 54%] 2025-08-26T21:59:31.2855508Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_norm_fro_cuda_float32 PASSED [0.0076s] [ 54%] 2025-08-26T21:59:31.2855635Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_normal_cuda_float32 PASSED [0.0140s] [ 54%] 2025-08-26T21:59:31.2855799Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_normal_number_mean_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 54%] 2025-08-26T21:59:31.2855978Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ones_like_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 54%] 2025-08-26T21:59:31.2856152Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ops_aten_index_put_functorch_cuda_float32 PASSED [0.0572s] [ 54%] 2025-08-26T21:59:31.2856302Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polygamma_polygamma_n_3_cuda_float64 PASSED [0.0205s] [ 54%] 2025-08-26T21:59:31.2856452Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polygamma_polygamma_n_4_cuda_float64 PASSED [0.0181s] [ 54%] 2025-08-26T21:59:31.2856574Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_qr_cuda_float64 PASSED [0.1247s] [ 54%] 2025-08-26T21:59:31.2856750Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_rand_like_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 54%] 2025-08-26T21:59:31.2856949Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_randint_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 54%] 2025-08-26T21:59:31.2857123Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_randint_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 54%] 2025-08-26T21:59:31.2857315Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_randint_like_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 54%] 2025-08-26T21:59:31.2858304Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ravel_cuda_float32 PASSED [0.0070s] [ 54%] 2025-08-26T21:59:31.2858432Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_renorm_cuda_float64 PASSED [0.0113s] [ 54%] 2025-08-26T21:59:31.2858556Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_repeat_cuda_float64 PASSED [0.0371s] [ 54%] 2025-08-26T21:59:31.2858688Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_reshape_cuda_float32 PASSED [0.0143s] [ 54%] 2025-08-26T21:59:31.2858860Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_resize__cuda_float64 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 54%] 2025-08-26T21:59:31.2858998Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_resolve_conj_cuda_float32 PASSED [0.0054s] [ 54%] 2025-08-26T21:59:31.2859133Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_resolve_conj_cuda_float64 PASSED [0.0052s] [ 54%] 2025-08-26T21:59:31.2859274Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_round_decimals_3_cuda_float64 PASSED [0.0065s] [ 54%] 2025-08-26T21:59:31.2859419Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_round_decimals_neg_3_cuda_float64 PASSED [0.0065s] [ 55%] 2025-08-26T21:59:31.2859551Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_add_cuda_float32 PASSED [0.0196s] [ 55%] 2025-08-26T21:59:31.2859779Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_cuda_float64 PASSED [0.0235s] [ 55%] 2025-08-26T21:59:31.2859924Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_reduce_amin_cuda_float32 PASSED [0.0596s] [ 55%] 2025-08-26T21:59:31.2860113Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_searchsorted_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 55%] 2025-08-26T21:59:31.2860241Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_select_cuda_float32 PASSED [0.0116s] [ 55%] 2025-08-26T21:59:31.2860366Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_select_cuda_float64 PASSED [0.0119s] [ 55%] 2025-08-26T21:59:31.2860504Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_select_scatter_cuda_float32 PASSED [0.0144s] [ 55%] 2025-08-26T21:59:31.2860632Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sigmoid_cuda_float64 PASSED [0.0066s] [ 55%] 2025-08-26T21:59:31.2860760Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sign_cuda_float32 PASSED [0.0039s] [ 55%] 2025-08-26T21:59:31.2860964Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_bartlett_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 55%] 2025-08-26T21:59:31.2861195Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_bartlett_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 55%] 2025-08-26T21:59:31.2861388Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_blackman_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 55%] 2025-08-26T21:59:31.2862450Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_exponential_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 55%] 2025-08-26T21:59:31.2862695Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_general_cosine_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 55%] 2025-08-26T21:59:31.2862885Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_kaiser_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 55%] 2025-08-26T21:59:31.2863058Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signbit_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 55%] 2025-08-26T21:59:31.2863261Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sinc_cuda_float32 PASSED [0.0077s] [ 55%] 2025-08-26T21:59:31.2863396Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_slice_scatter_cuda_float32 PASSED [0.0239s] [ 55%] 2025-08-26T21:59:31.2863518Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sort_cuda_float64 PASSED [0.0587s] [ 55%] 2025-08-26T21:59:31.2863703Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_bessel_y1_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 55%] 2025-08-26T21:59:31.2863909Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_chebyshev_polynomial_t_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 55%] 2025-08-26T21:59:31.2864109Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_chebyshev_polynomial_u_cuda_float64 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 55%] 2025-08-26T21:59:31.2864314Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_chebyshev_polynomial_w_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 55%] 2025-08-26T21:59:31.2864518Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_chebyshev_polynomial_w_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 55%] 2025-08-26T21:59:31.2864652Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_entr_cuda_float32 PASSED [0.0057s] [ 55%] 2025-08-26T21:59:31.2864790Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_erfcx_cuda_float32 PASSED [0.0069s] [ 56%] 2025-08-26T21:59:31.2864987Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_hermite_polynomial_h_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 56%] 2025-08-26T21:59:31.2865190Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_hermite_polynomial_he_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 56%] 2025-08-26T21:59:31.2865389Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_hermite_polynomial_he_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 56%] 2025-08-26T21:59:31.2865522Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_i0e_cuda_float32 PASSED [0.0059s] [ 56%] 2025-08-26T21:59:31.2865652Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_i1_cuda_float32 PASSED [0.0081s] [ 56%] 2025-08-26T21:59:31.2865786Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_i1e_cuda_float32 PASSED [0.0083s] [ 56%] 2025-08-26T21:59:31.2865915Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_i1e_cuda_float64 PASSED [0.2780s] [ 56%] 2025-08-26T21:59:31.2866915Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_log_ndtr_cuda_float64 PASSED [0.1759s] [ 56%] 2025-08-26T21:59:31.2867133Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_modified_bessel_i0_cuda_float64 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 56%] 2025-08-26T21:59:31.2867268Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_ndtr_cuda_float32 PASSED [0.0073s] [ 56%] 2025-08-26T21:59:31.2867473Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_scaled_modified_bessel_k0_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 56%] 2025-08-26T21:59:31.2867721Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_shifted_chebyshev_polynomial_t_cuda_float64 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 56%] 2025-08-26T21:59:31.2867859Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_xlog1py_cuda_float32 PASSED [0.0246s] [ 56%] 2025-08-26T21:59:31.2868005Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_split_with_sizes_copy_cuda_float64 PASSED [0.0273s] [ 56%] 2025-08-26T21:59:31.2868145Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sqrt_cuda_float32 PASSED [0.0048s] [ 56%] 2025-08-26T21:59:31.2868271Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_squeeze_cuda_float32 PASSED [0.0143s] [ 56%] 2025-08-26T21:59:31.2868410Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_squeeze_multiple_cuda_float32 PASSED [0.0113s] [ 56%] 2025-08-26T21:59:31.2868537Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_std_mean_cuda_float32 PASSED [0.0421s] [ 56%] 2025-08-26T21:59:31.2868670Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_std_unbiased_cuda_float32 PASSED [0.0063s] [ 56%] 2025-08-26T21:59:31.2868802Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_std_unbiased_cuda_float64 PASSED [0.0060s] [ 56%] 2025-08-26T21:59:31.2868923Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_stft_cuda_float32 PASSED [0.0574s] [ 56%] 2025-08-26T21:59:31.2869044Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sub_cuda_float64 PASSED [0.0263s] [ 56%] 2025-08-26T21:59:31.2869165Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sum_cuda_float32 PASSED [0.0309s] [ 56%] 2025-08-26T21:59:31.2869295Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sum_to_size_cuda_float64 PASSED [0.0257s] [ 56%] 2025-08-26T21:59:31.2869414Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_svd_cuda_float64 PASSED [0.5691s] [ 57%] 2025-08-26T21:59:31.2869544Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_svd_lowrank_cuda_float32 PASSED [0.3067s] [ 57%] 2025-08-26T21:59:31.2869809Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_svd_lowrank_cuda_float64 PASSED [0.2962s] [ 57%] 2025-08-26T21:59:31.2869931Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_t_cuda_float32 PASSED [0.0074s] [ 57%] 2025-08-26T21:59:31.2870051Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_t_cuda_float64 PASSED [0.0065s] [ 57%] 2025-08-26T21:59:31.2871052Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_take_along_dim_cuda_float64 PASSED [0.0094s] [ 57%] 2025-08-26T21:59:31.2871175Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_take_cuda_float64 PASSED [0.0175s] [ 57%] 2025-08-26T21:59:31.2871308Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_tensor_split_cuda_float32 PASSED [0.0751s] [ 57%] 2025-08-26T21:59:31.2871428Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_to_cuda_float64 PASSED [0.0389s] [ 57%] 2025-08-26T21:59:31.2871595Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_torch_ops_aten__safe_softmax_default_cuda_float32 PASSED [0.0160s] [ 57%] 2025-08-26T21:59:31.2871722Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_transpose_cuda_float32 PASSED [0.0139s] [ 57%] 2025-08-26T21:59:31.2871891Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_trapezoid_cuda_float32 PASSED [0.0252s] [ 57%] 2025-08-26T21:59:31.2872014Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_trapz_cuda_float32 PASSED [0.0254s] [ 57%] 2025-08-26T21:59:31.2872136Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_triu_cuda_float32 PASSED [0.0144s] [ 57%] 2025-08-26T21:59:31.2872264Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_true_divide_cuda_float64 PASSED [0.0236s] [ 57%] 2025-08-26T21:59:31.2872395Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unfold_copy_cuda_float64 PASSED [0.0403s] [ 57%] 2025-08-26T21:59:31.2872566Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unsafe_chunk_cuda_float64 PASSED [0.0464s] [ 57%] 2025-08-26T21:59:31.2872703Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unsqueeze_copy_cuda_float32 PASSED [0.0153s] [ 57%] 2025-08-26T21:59:31.2872848Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unsqueeze_cuda_float32 PASSED [0.0155s] [ 57%] 2025-08-26T21:59:31.2872976Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unsqueeze_cuda_float64 PASSED [0.0156s] [ 57%] 2025-08-26T21:59:31.2873096Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_var_cuda_float32 PASSED [0.0207s] [ 57%] 2025-08-26T21:59:31.2873231Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_view_as_complex_cuda_float32 PASSED [0.0039s] [ 57%] 2025-08-26T21:59:31.2873353Z functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_zero__cuda_float32 PASSED [0.0073s] [ 57%] 2025-08-26T21:59:31.2873555Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_NumpyTakeAutogradFunction_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 57%] 2025-08-26T21:59:31.2873675Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall___radd___cuda_float32 PASSED [0.1297s] [ 57%] 2025-08-26T21:59:31.2873813Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__batch_norm_with_update_cuda_float32 XFAIL [0.0040s] [ 57%] 2025-08-26T21:59:31.2874844Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__chunk_cat_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 58%] 2025-08-26T21:59:31.2874985Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__native_batch_norm_legit_cuda_float32 XFAIL [0.0900s] [ 58%] 2025-08-26T21:59:31.2875173Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__segment_reduce_offsets_cuda_float32 SKIPPED [0.0022s] (Skipped! Forward AD not supported.) [ 58%] 2025-08-26T21:59:31.2875314Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__upsample_bilinear2d_aa_cuda_float32 PASSED [0.0283s] [ 58%] 2025-08-26T21:59:31.2875436Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_acos_cuda_float32 PASSED [0.0120s] [ 58%] 2025-08-26T21:59:31.2875554Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_add_cuda_float32 PASSED [0.1577s] [ 58%] 2025-08-26T21:59:31.2875676Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_addbmm_cuda_float32 PASSED [0.4971s] [ 58%] 2025-08-26T21:59:31.2875791Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_amax_cuda_float32 PASSED [0.0957s] [ 58%] 2025-08-26T21:59:31.2875907Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_amin_cuda_float32 PASSED [0.0956s] [ 58%] 2025-08-26T21:59:31.2876078Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_argwhere_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 58%] 2025-08-26T21:59:31.2876209Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_as_strided_scatter_cuda_float32 XFAIL [0.0032s] [ 58%] 2025-08-26T21:59:31.2876326Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_atan2_cuda_float32 PASSED [0.1562s] [ 58%] 2025-08-26T21:59:31.2876444Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_baddbmm_cuda_float32 PASSED [0.5161s] [ 58%] 2025-08-26T21:59:31.2876634Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_bfloat16_cuda_float32 SKIPPED [0.0022s] (Skipped! Forward AD not supported.) [ 58%] 2025-08-26T21:59:31.2876798Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_bool_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 58%] 2025-08-26T21:59:31.2876966Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_bucketize_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 58%] 2025-08-26T21:59:31.2877126Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_byte_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 58%] 2025-08-26T21:59:31.2877349Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_byte_functorch_no_channels_last_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 58%] 2025-08-26T21:59:31.2877513Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cdist_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 58%] 2025-08-26T21:59:31.2877658Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cholesky_inverse_cuda_float32 PASSED [0.0631s] [ 58%] 2025-08-26T21:59:31.2877775Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_chunk_cuda_float32 PASSED [0.0354s] [ 58%] 2025-08-26T21:59:31.2878750Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_clamp_max_cuda_float32 PASSED [0.1382s] [ 58%] 2025-08-26T21:59:31.2878868Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_conj_cuda_float32 PASSED [0.0119s] [ 58%] 2025-08-26T21:59:31.2879042Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_count_nonzero_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 58%] 2025-08-26T21:59:31.2879165Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cumprod_cuda_float32 PASSED [0.0521s] [ 58%] 2025-08-26T21:59:31.2879283Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_deg2rad_cuda_float32 PASSED [0.0065s] [ 59%] 2025-08-26T21:59:31.2879398Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_diag_cuda_float32 PASSED [0.0681s] [ 59%] 2025-08-26T21:59:31.2879517Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_dsplit_cuda_float32 PASSED [0.0200s] [ 59%] 2025-08-26T21:59:31.2879761Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_eq_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 59%] 2025-08-26T21:59:31.2879876Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_erfinv_cuda_float32 PASSED [0.0068s] [ 59%] 2025-08-26T21:59:31.2879991Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_expm1_cuda_float32 PASSED [0.0066s] [ 59%] 2025-08-26T21:59:31.2880149Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_eye_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 59%] 2025-08-26T21:59:31.2880269Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_fft_cuda_float32 PASSED [0.0699s] [ 59%] 2025-08-26T21:59:31.2880389Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_hfftn_cuda_float32 PASSED [0.0666s] [ 59%] 2025-08-26T21:59:31.2880511Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_ifft_cuda_float32 PASSED [0.0453s] [ 59%] 2025-08-26T21:59:31.2880632Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_ihfftn_cuda_float32 PASSED [0.0540s] [ 59%] 2025-08-26T21:59:31.2880753Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_irfft_cuda_float32 PASSED [0.0415s] [ 59%] 2025-08-26T21:59:31.2880873Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_irfftn_cuda_float32 PASSED [0.0421s] [ 59%] 2025-08-26T21:59:31.2880990Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_rfft2_cuda_float32 PASSED [0.0384s] [ 59%] 2025-08-26T21:59:31.2881109Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_rfft_cuda_float32 PASSED [0.0380s] [ 59%] 2025-08-26T21:59:31.2881225Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fliplr_cuda_float32 PASSED [0.0089s] [ 59%] 2025-08-26T21:59:31.2881340Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_flipud_cuda_float32 PASSED [0.0088s] [ 59%] 2025-08-26T21:59:31.2882411Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_floor_divide_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 59%] 2025-08-26T21:59:31.2882528Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fmin_cuda_float32 PASSED [0.1548s] [ 59%] 2025-08-26T21:59:31.2882644Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_frexp_cuda_float32 PASSED [0.0134s] [ 59%] 2025-08-26T21:59:31.2882805Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ge_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 59%] 2025-08-26T21:59:31.2882998Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_grid_sampler_3d_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 59%] 2025-08-26T21:59:31.2883155Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_gt_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 59%] 2025-08-26T21:59:31.2883317Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_half_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 59%] 2025-08-26T21:59:31.2883531Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ForwardHasDefaultArgsAutogradFunction_cuda_float32 PASSED [0.0078s] [ 59%] 2025-08-26T21:59:31.2883660Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_H_cuda_float32 PASSED [0.0046s] [ 59%] 2025-08-26T21:59:31.2883844Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ZeroGradientsGenVmapAutogradFunction_cuda_float32 PASSED [0.0230s] [ 60%] 2025-08-26T21:59:31.2883982Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule___rdiv___cuda_float32 PASSED [0.0575s] [ 60%] 2025-08-26T21:59:31.2884122Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule___rpow___cuda_float32 PASSED [0.0816s] [ 60%] 2025-08-26T21:59:31.2884277Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule__batch_norm_with_update_cuda_float32 XFAIL [0.0040s] [ 60%] 2025-08-26T21:59:31.2884483Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule__segment_reduce_offsets_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 60%] 2025-08-26T21:59:31.2884642Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule__upsample_bilinear2d_aa_cuda_float32 PASSED [0.0128s] [ 60%] 2025-08-26T21:59:31.2884774Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_abs_cuda_float32 PASSED [0.0037s] [ 60%] 2025-08-26T21:59:31.2884907Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_acos_cuda_float32 PASSED [0.0066s] [ 60%] 2025-08-26T21:59:31.2885038Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_add_cuda_float32 PASSED [0.0514s] [ 60%] 2025-08-26T21:59:31.2885173Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_addbmm_cuda_float32 PASSED [0.2681s] [ 60%] 2025-08-26T21:59:31.2885324Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_addmm_decomposed_cuda_float32 PASSED [0.1917s] [ 60%] 2025-08-26T21:59:31.2885457Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_amax_cuda_float32 PASSED [0.0387s] [ 60%] 2025-08-26T21:59:31.2885592Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_angle_cuda_float32 PASSED [0.0036s] [ 60%] 2025-08-26T21:59:31.2886662Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_any_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 60%] 2025-08-26T21:59:31.2886849Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_argwhere_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 60%] 2025-08-26T21:59:31.2887010Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_as_strided_partial_views_cuda_float32 XFAIL [0.0052s] [ 60%] 2025-08-26T21:59:31.2887160Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_as_strided_scatter_cuda_float32 XFAIL [0.0032s] [ 60%] 2025-08-26T21:59:31.2887315Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_asinh_cuda_float32 PASSED [0.0039s] [ 60%] 2025-08-26T21:59:31.2887448Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_atan2_cuda_float32 PASSED [0.0596s] [ 60%] 2025-08-26T21:59:31.2887579Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_atanh_cuda_float32 PASSED [0.0040s] [ 60%] 2025-08-26T21:59:31.2887722Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_atleast_2d_cuda_float32 PASSED [0.5046s] [ 60%] 2025-08-26T21:59:31.2887937Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_bfloat16_cuda_float32 SKIPPED [0.0024s] (Skipped! Forward AD not supported.) [ 60%] 2025-08-26T21:59:31.2888089Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_broadcast_tensors_cuda_float32 PASSED [0.1160s] [ 60%] 2025-08-26T21:59:31.2888285Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_chalf_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 60%] 2025-08-26T21:59:31.2888433Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_cholesky_inverse_cuda_float32 PASSED [0.0466s] [ 60%] 2025-08-26T21:59:31.2888577Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_cholesky_solve_cuda_float32 PASSED [0.1470s] [ 61%] 2025-08-26T21:59:31.2888709Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_chunk_cuda_float32 PASSED [0.0077s] [ 61%] 2025-08-26T21:59:31.2888850Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_clamp_min_cuda_float32 PASSED [0.0548s] [ 61%] 2025-08-26T21:59:31.2888986Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_clone_cuda_float32 PASSED [0.0046s] [ 61%] 2025-08-26T21:59:31.2889135Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_constant_pad_nd_cuda_float32 PASSED [0.0699s] [ 61%] 2025-08-26T21:59:31.2889276Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_diagonal_cuda_float32 PASSED [0.0244s] [ 61%] 2025-08-26T21:59:31.2889417Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_digamma_cuda_float32 PASSED [0.0078s] [ 61%] 2025-08-26T21:59:31.2889553Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_dist_cuda_float32 PASSED [0.3933s] [ 61%] 2025-08-26T21:59:31.2889770Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_double_cuda_float32 XFAIL [0.0084s] [ 61%] 2025-08-26T21:59:31.2890763Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_erf_cuda_float32 PASSED [0.0041s] [ 61%] 2025-08-26T21:59:31.2890900Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_erfc_cuda_float32 PASSED [0.0075s] [ 61%] 2025-08-26T21:59:31.2891033Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_exp2_cuda_float32 PASSED [0.0057s] [ 61%] 2025-08-26T21:59:31.2891175Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_fftn_cuda_float32 PASSED [0.0171s] [ 61%] 2025-08-26T21:59:31.2891319Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_fftshift_cuda_float32 PASSED [0.0087s] [ 61%] 2025-08-26T21:59:31.2891458Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_ifftn_cuda_float32 PASSED [0.0173s] [ 61%] 2025-08-26T21:59:31.2891599Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_irfft2_cuda_float32 PASSED [0.0139s] [ 61%] 2025-08-26T21:59:31.2891735Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_rfft_cuda_float32 PASSED [0.0139s] [ 61%] 2025-08-26T21:59:31.2891874Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_flatten_cuda_float32 PASSED [0.0087s] [ 61%] 2025-08-26T21:59:31.2892055Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_float_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 61%] 2025-08-26T21:59:31.2892224Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fmin_cuda_float32 PASSED [0.0548s] [ 61%] 2025-08-26T21:59:31.2892402Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ge_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 61%] 2025-08-26T21:59:31.2892565Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_grid_sampler_3d_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 61%] 2025-08-26T21:59:31.2892743Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_gt_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 61%] 2025-08-26T21:59:31.2892999Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_half_functorch_no_channels_last_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 61%] 2025-08-26T21:59:31.2893188Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_heaviside_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 61%] 2025-08-26T21:59:31.2893392Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_histc_cuda_float32 SKIPPED [0.0019s] (Skipped! Forward AD not supported.) [ 61%] 2025-08-26T21:59:31.2893587Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_reduce_amin_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 62%] 2025-08-26T21:59:31.2893782Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_reduce_mean_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 62%] 2025-08-26T21:59:31.2893927Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_select_cuda_float32 PASSED [0.0062s] [ 62%] 2025-08-26T21:59:31.2894141Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_int_functorch_no_channels_last_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 62%] 2025-08-26T21:59:31.2895186Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_isinf_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 62%] 2025-08-26T21:59:31.2895368Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_isnan_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 62%] 2025-08-26T21:59:31.2895549Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_isreal_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 62%] 2025-08-26T21:59:31.2895728Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_item_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 62%] 2025-08-26T21:59:31.2895928Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_jiterator_unary_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 62%] 2025-08-26T21:59:31.2896062Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_kron_cuda_float32 PASSED [0.0087s] [ 62%] 2025-08-26T21:59:31.2896214Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_cholesky_cuda_float32 PASSED [0.0668s] [ 62%] 2025-08-26T21:59:31.2896358Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_eigh_cuda_float32 PASSED [0.0348s] [ 62%] 2025-08-26T21:59:31.2896500Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_inv_cuda_float32 PASSED [0.0225s] [ 62%] 2025-08-26T21:59:31.2896696Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_ldl_factor_cuda_float32 SKIPPED [0.0022s] (Skipped! Forward AD not supported.) [ 62%] 2025-08-26T21:59:31.2896894Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_matrix_rank_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 62%] 2025-08-26T21:59:31.2897036Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_pinv_cuda_float32 PASSED [0.1022s] [ 62%] 2025-08-26T21:59:31.2897220Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_qr_cuda_float32 PASSED [0.1153s] [ 62%] 2025-08-26T21:59:31.2897368Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_solve_ex_cuda_float32 PASSED [0.1855s] [ 62%] 2025-08-26T21:59:31.2897515Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_vecdot_cuda_float32 PASSED [0.2365s] [ 62%] 2025-08-26T21:59:31.2897666Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_vector_norm_cuda_float32 PASSED [0.3553s] [ 62%] 2025-08-26T21:59:31.2897889Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logical_and_cuda_float32 SKIPPED [0.0023s] (Skipped! Forward AD not supported.) [ 62%] 2025-08-26T21:59:31.2898080Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logical_or_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 62%] 2025-08-26T21:59:31.2898280Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_long_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 62%] 2025-08-26T21:59:31.2898493Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_long_functorch_no_channels_last_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 62%] 2025-08-26T21:59:31.2898634Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_lu_unpack_cuda_float32 PASSED [0.0707s] [ 62%] 2025-08-26T21:59:31.2899783Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_argmax_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 63%] 2025-08-26T21:59:31.2899941Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_log_softmax_cuda_float32 PASSED [0.0674s] [ 63%] 2025-08-26T21:59:31.2900090Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_logaddexp_cuda_float32 PASSED [0.1447s] [ 63%] 2025-08-26T21:59:31.2900248Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_mean_cuda_float32 SKIPPED [0.0002s] (Skipped!) [ 63%] 2025-08-26T21:59:31.2900389Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_norm_cuda_float32 PASSED [1.3732s] [ 63%] 2025-08-26T21:59:31.2900535Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_normalize_cuda_float32 PASSED [0.1647s] [ 63%] 2025-08-26T21:59:31.2900680Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_scatter_cuda_float32 XFAIL [0.0034s] [ 63%] 2025-08-26T21:59:31.2900820Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_sum_cuda_float32 PASSED [0.2022s] [ 63%] 2025-08-26T21:59:31.2900959Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_matrix_exp_cuda_float32 PASSED [0.0303s] [ 63%] 2025-08-26T21:59:31.2901095Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_median_cuda_float32 PASSED [0.0222s] [ 63%] 2025-08-26T21:59:31.2901253Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_min_reduction_with_dim_cuda_float32 PASSED [0.0075s] [ 63%] 2025-08-26T21:59:31.2901383Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_mm_cuda_float32 PASSED [0.0186s] [ 63%] 2025-08-26T21:59:31.2901515Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_mode_cuda_float32 PASSED [0.0189s] [ 63%] 2025-08-26T21:59:31.2901650Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_movedim_cuda_float32 PASSED [0.0048s] [ 63%] 2025-08-26T21:59:31.2901787Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_msort_cuda_float32 PASSED [0.0058s] [ 63%] 2025-08-26T21:59:31.2901927Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nanmedian_cuda_float32 PASSED [0.0221s] [ 63%] 2025-08-26T21:59:31.2902100Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nanquantile_cuda_float32 XFAIL [0.0039s] [ 63%] 2025-08-26T21:59:31.2902248Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_native_batch_norm_cuda_float32 XFAIL [0.0400s] [ 63%] 2025-08-26T21:59:31.2902453Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_native_dropout_backward_cuda_float32 SKIPPED [0.0022s] (Skipped! Forward AD not supported.) [ 63%] 2025-08-26T21:59:31.2902632Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ne_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 63%] 2025-08-26T21:59:31.2902861Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nextafter_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 63%] 2025-08-26T21:59:31.2904070Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_batch_norm_without_cudnn_cuda_float32 XFAIL [0.6424s] [ 63%] 2025-08-26T21:59:31.2904257Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv1d_cuda_float32 PASSED [0.3611s] [ 63%] 2025-08-26T21:59:31.2904590Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_cuda_float32 MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback AI] Solver , workspace required: 2400, provided ptr: 0x7f93ee804200 size: 1536 2025-08-26T21:59:31.2904774Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 2400, provided ptr: 0x7f93ee804200 size: 1536 2025-08-26T21:59:31.2904964Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback AI] Solver , workspace required: 2400, provided ptr: 0x7f93ee803a00 size: 1024 2025-08-26T21:59:31.2905143Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 2400, provided ptr: 0x7f93ee803a00 size: 1024 2025-08-26T21:59:31.2905182Z PASSED [1.3092s] [ 63%] 2025-08-26T21:59:31.2905349Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_no_bias_cuda_float32 PASSED [0.0112s] [ 63%] 2025-08-26T21:59:31.2905520Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_stride_no_bias_cuda_float32 PASSED [0.0311s] [ 63%] 2025-08-26T21:59:31.2905702Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_stride_padding_no_bias_cuda_float32 PASSED [0.0301s] [ 64%] 2025-08-26T21:59:31.2905896Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32 PASSED [0.0592s] [ 64%] 2025-08-26T21:59:31.2906065Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv_transpose1d_cuda_float32 PASSED [0.3923s] [ 64%] 2025-08-26T21:59:31.2906236Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_embedding_functorch_cuda_float32 PASSED [0.0112s] [ 64%] 2025-08-26T21:59:31.2906404Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_interpolate_area_cuda_float32 PASSED [0.0333s] [ 64%] 2025-08-26T21:59:31.2906566Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_layer_norm_cuda_float32 PASSED [0.1989s] [ 64%] 2025-08-26T21:59:31.2906725Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_leaky_relu_cuda_float32 PASSED [0.0134s] [ 64%] 2025-08-26T21:59:31.2906881Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_max_pool3d_cuda_float32 PASSED [0.8700s] [ 64%] 2025-08-26T21:59:31.2907039Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_mse_loss_cuda_float32 PASSED [0.0544s] [ 64%] 2025-08-26T21:59:31.2907224Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_multilabel_soft_margin_loss_cuda_float32 PASSED [0.0785s] [ 64%] 2025-08-26T21:59:31.2907395Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_normalize_cuda_float32 PASSED [0.0237s] [ 64%] 2025-08-26T21:59:31.2907554Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_pad_constant_cuda_float32 PASSED [0.0633s] [ 64%] 2025-08-26T21:59:31.2908573Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_relu6_cuda_float32 PASSED [0.0059s] [ 64%] 2025-08-26T21:59:31.2908739Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_rrelu_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 64%] 2025-08-26T21:59:31.2908930Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_soft_margin_loss_cuda_float32 XFAIL [0.0032s] [ 64%] 2025-08-26T21:59:31.2909085Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_softplus_cuda_float32 PASSED [0.0070s] [ 64%] 2025-08-26T21:59:31.2909257Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_softshrink_cuda_float32 PASSED [0.0085s] [ 64%] 2025-08-26T21:59:31.2909412Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_threshold_cuda_float32 PASSED [0.0077s] [ 64%] 2025-08-26T21:59:31.2909580Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_triplet_margin_loss_cuda_float32 PASSED [0.4220s] [ 64%] 2025-08-26T21:59:31.2909862Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_normal_in_place_cuda_float32 SKIPPED [0.0022s] (Skipped! Forward AD not supported.) [ 64%] 2025-08-26T21:59:31.2910048Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ones_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 64%] 2025-08-26T21:59:31.2910299Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32 SKIPPED [0.0024s] (Skipped! Forward AD not supported.) [ 64%] 2025-08-26T21:59:31.2910439Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_outer_cuda_float32 PASSED [0.0082s] [ 64%] 2025-08-26T21:59:31.2910579Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_permute_cuda_float32 PASSED [0.0072s] [ 64%] 2025-08-26T21:59:31.2910738Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_polygamma_polygamma_n_0_cuda_float32 PASSED [0.0148s] [ 64%] 2025-08-26T21:59:31.2910895Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_polygamma_polygamma_n_1_cuda_float32 PASSED [0.0147s] [ 65%] 2025-08-26T21:59:31.2911054Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_polygamma_polygamma_n_2_cuda_float32 PASSED [0.0150s] [ 65%] 2025-08-26T21:59:31.2911213Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_polygamma_polygamma_n_3_cuda_float32 PASSED [0.0150s] [ 65%] 2025-08-26T21:59:31.2911355Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_positive_cuda_float32 PASSED [0.0037s] [ 65%] 2025-08-26T21:59:31.2911547Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_randint_like_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 65%] 2025-08-26T21:59:31.2911732Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_randn_cuda_float32 SKIPPED [0.0022s] (Skipped! Forward AD not supported.) [ 65%] 2025-08-26T21:59:31.2911925Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_randn_like_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 65%] 2025-08-26T21:59:31.2912065Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_renorm_cuda_float32 XFAIL [0.0040s] [ 65%] 2025-08-26T21:59:31.2913085Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_repeat_interleave_cuda_float32 PASSED [0.0110s] [ 65%] 2025-08-26T21:59:31.2913272Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_reshape_cuda_float32 PASSED [0.0100s] [ 65%] 2025-08-26T21:59:31.2913461Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_resize__cuda_float32 SKIPPED [0.0022s] (Skipped! Forward AD not supported.) [ 65%] 2025-08-26T21:59:31.2913596Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_roll_cuda_float32 PASSED [0.0219s] [ 65%] 2025-08-26T21:59:31.2913745Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_round_decimals_0_cuda_float32 PASSED [0.0058s] [ 65%] 2025-08-26T21:59:31.2913899Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_round_decimals_neg_3_cuda_float32 PASSED [0.0058s] [ 65%] 2025-08-26T21:59:31.2914075Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_rsqrt_cuda_float32 PASSED [0.0073s] [ 65%] 2025-08-26T21:59:31.2914229Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_scatter_reduce_amax_cuda_float32 PASSED [0.2115s] [ 65%] 2025-08-26T21:59:31.2914384Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_select_cuda_float32 PASSED [0.0093s] [ 65%] 2025-08-26T21:59:31.2914530Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_select_scatter_cuda_float32 PASSED [0.0312s] [ 65%] 2025-08-26T21:59:31.2914713Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_short_cuda_float32 SKIPPED [0.0023s] (Skipped! Forward AD not supported.) [ 65%] 2025-08-26T21:59:31.2914931Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_short_functorch_no_channels_last_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 65%] 2025-08-26T21:59:31.2915070Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sigmoid_cuda_float32 PASSED [0.0061s] [ 65%] 2025-08-26T21:59:31.2915206Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sign_cuda_float32 PASSED [0.0038s] [ 65%] 2025-08-26T21:59:31.2915422Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_signal_windows_general_hamming_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 65%] 2025-08-26T21:59:31.2915556Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sinh_cuda_float32 PASSED [0.0037s] [ 65%] 2025-08-26T21:59:31.2915751Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_airy_ai_cuda_float32 SKIPPED [0.0022s] (Skipped! Forward AD not supported.) [ 65%] 2025-08-26T21:59:31.2915949Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_bessel_y0_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 65%] 2025-08-26T21:59:31.2916096Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_i0e_cuda_float32 PASSED [0.0057s] [ 66%] 2025-08-26T21:59:31.2916238Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_i1_cuda_float32 PASSED [0.0065s] [ 66%] 2025-08-26T21:59:31.2916446Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_modified_bessel_i1_cuda_float32 SKIPPED [0.0022s] (Skipped! Forward AD not supported.) [ 66%] 2025-08-26T21:59:31.2917513Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_modified_bessel_k0_cuda_float32 SKIPPED [0.0022s] (Skipped! Forward AD not supported.) [ 66%] 2025-08-26T21:59:31.2917661Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_ndtri_cuda_float32 PASSED [0.0073s] [ 66%] 2025-08-26T21:59:31.2917810Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_xlog1py_cuda_float32 PASSED [0.0699s] [ 66%] 2025-08-26T21:59:31.2917944Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sqrt_cuda_float32 PASSED [0.0037s] [ 66%] 2025-08-26T21:59:31.2918086Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_squeeze_copy_cuda_float32 XFAIL [0.0032s] [ 66%] 2025-08-26T21:59:31.2918240Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sub_cuda_float32 PASSED [0.0519s] [ 66%] 2025-08-26T21:59:31.2918380Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sum_to_size_cuda_float32 PASSED [0.0214s] [ 66%] 2025-08-26T21:59:31.2918508Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_t_cuda_float32 PASSED [0.0068s] [ 66%] 2025-08-26T21:59:31.2918639Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_take_cuda_float32 XFAIL [0.0037s] [ 66%] 2025-08-26T21:59:31.2918768Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_tan_cuda_float32 PASSED [0.0038s] [ 66%] 2025-08-26T21:59:31.2918936Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_tensor_split_cuda_float32 XFAIL [0.0030s] [ 66%] 2025-08-26T21:59:31.2919076Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_tensordot_cuda_float32 PASSED [0.0285s] [ 66%] 2025-08-26T21:59:31.2919223Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_tile_cuda_float32 PASSED [0.0620s] [ 66%] 2025-08-26T21:59:31.2919410Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_to_sparse_cuda_float32 SKIPPED [0.0024s] (Skipped! Forward AD not supported.) [ 66%] 2025-08-26T21:59:31.2919542Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_topk_cuda_float32 PASSED [0.0212s] [ 66%] 2025-08-26T21:59:31.2919758Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_var_cuda_float32 PASSED [0.0235s] [ 66%] 2025-08-26T21:59:31.2919896Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_view_as_cuda_float32 PASSED [0.0191s] [ 66%] 2025-08-26T21:59:31.2920038Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_view_copy_cuda_float32 PASSED [0.0112s] [ 66%] 2025-08-26T21:59:31.2920172Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_xlogy_cuda_float32 PASSED [0.0675s] [ 66%] 2025-08-26T21:59:31.2920306Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_zero__cuda_float32 PASSED [0.0065s] [ 66%] 2025-08-26T21:59:31.2920482Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_heaviside_cuda_float32 SKIPPED [0.0023s] (Skipped! Forward AD not supported.) [ 66%] 2025-08-26T21:59:31.2921519Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_igammac_cuda_float32 SKIPPED [0.0022s] (Skipped! Forward AD not supported.) [ 66%] 2025-08-26T21:59:31.2921647Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_index_fill_cuda_float32 PASSED [0.0729s] [ 67%] 2025-08-26T21:59:31.2921774Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_index_put_cuda_float32 PASSED [0.0783s] [ 67%] 2025-08-26T21:59:31.2921906Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_index_put_functorch_cuda_float32 PASSED [0.1423s] [ 67%] 2025-08-26T21:59:31.2922033Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_index_select_cuda_float32 PASSED [0.0145s] [ 67%] 2025-08-26T21:59:31.2922237Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_jiterator_4inputs_with_extra_args_cuda_float32 SKIPPED [0.0022s] (Skipped! Forward AD not supported.) [ 67%] 2025-08-26T21:59:31.2922414Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_jiterator_unary_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 67%] 2025-08-26T21:59:31.2922531Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ldexp_cuda_float32 PASSED [0.1505s] [ 67%] 2025-08-26T21:59:31.2922660Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_cholesky_cuda_float32 PASSED [0.0950s] [ 67%] 2025-08-26T21:59:31.2922785Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_cond_cuda_float32 PASSED [0.0315s] [ 67%] 2025-08-26T21:59:31.2922908Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_det_cuda_float32 PASSED [0.0437s] [ 67%] 2025-08-26T21:59:31.2923084Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_diagonal_cuda_float32 PASSED [0.0588s] [ 67%] 2025-08-26T21:59:31.2923212Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_eigvals_cuda_float32 PASSED [0.0535s] [ 67%] 2025-08-26T21:59:31.2923439Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_householder_product_cuda_float32 SKIPPED [0.0005s] (skipCUDAIfRocm: test doesn't currently work on the ROCm stack) [ 67%] 2025-08-26T21:59:31.2923562Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_inv_cuda_float32 PASSED [0.0356s] [ 67%] 2025-08-26T21:59:31.2923682Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_lu_cuda_float32 PASSED [0.3441s] [ 67%] 2025-08-26T21:59:31.2923849Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_lu_factor_cuda_float32 PASSED [0.2800s] [ 67%] 2025-08-26T21:59:31.2923981Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_lu_factor_ex_cuda_float32 PASSED [0.2627s] [ 67%] 2025-08-26T21:59:31.2924128Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_lu_solve_cuda_float32 PASSED [1.9294s] [ 67%] 2025-08-26T21:59:31.2924313Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_matrix_rank_cuda_float32 SKIPPED [0.0024s] (Skipped! Forward AD not supported.) [ 67%] 2025-08-26T21:59:31.2924443Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_multi_dot_cuda_float32 PASSED [2.0968s] [ 67%] 2025-08-26T21:59:31.2924570Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_tensorinv_cuda_float32 PASSED [0.0178s] [ 67%] 2025-08-26T21:59:31.2925557Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_vector_norm_cuda_float32 PASSED [0.8518s] [ 67%] 2025-08-26T21:59:31.2925760Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_long_functorch_no_channels_last_cuda_float32 SKIPPED [0.0023s] (Skipped! Forward AD not supported.) [ 67%] 2025-08-26T21:59:31.2925920Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_lt_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 67%] 2025-08-26T21:59:31.2926043Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_lu_unpack_cuda_float32 PASSED [0.2203s] [ 67%] 2025-08-26T21:59:31.2926158Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_mH_cuda_float32 PASSED [0.0219s] [ 67%] 2025-08-26T21:59:31.2926282Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_amin_cuda_float32 PASSED [0.5128s] [ 68%] 2025-08-26T21:59:31.2926407Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_cumsum_cuda_float32 PASSED [0.0800s] [ 68%] 2025-08-26T21:59:31.2926535Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_logaddexp_cuda_float32 PASSED [0.2670s] [ 68%] 2025-08-26T21:59:31.2926660Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_norm_cuda_float32 PASSED [2.6066s] [ 68%] 2025-08-26T21:59:31.2926781Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_prod_cuda_float32 PASSED [0.6285s] [ 68%] 2025-08-26T21:59:31.2926901Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_matmul_cuda_float32 PASSED [0.2720s] [ 68%] 2025-08-26T21:59:31.2927022Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_max_binary_cuda_float32 PASSED [0.4985s] [ 68%] 2025-08-26T21:59:31.2927175Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_max_pool2d_with_indices_backward_cuda_float32 PASSED [7.4342s] [ 68%] 2025-08-26T21:59:31.2927318Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_meshgrid_variadic_tensors_cuda_float32 PASSED [1.7689s] [ 68%] 2025-08-26T21:59:31.2927454Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_min_reduction_no_dim_cuda_float32 PASSED [0.0121s] [ 68%] 2025-08-26T21:59:31.2927570Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_mode_cuda_float32 PASSED [0.0386s] [ 68%] 2025-08-26T21:59:31.2927685Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_mul_cuda_float32 PASSED [0.1462s] [ 68%] 2025-08-26T21:59:31.2927860Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_multinomial_cuda_float32 SKIPPED [0.0023s] (Skipped! Forward AD not supported.) [ 68%] 2025-08-26T21:59:31.2928018Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_mvlgamma_mvlgamma_p_5_cuda_float32 PASSED [0.0497s] [ 68%] 2025-08-26T21:59:31.2928132Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_neg_cuda_float32 PASSED [0.0067s] [ 68%] 2025-08-26T21:59:31.2928300Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_new_ones_cuda_float32 SKIPPED [0.0025s] (Skipped! Forward AD not supported.) [ 68%] 2025-08-26T21:59:31.2929305Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_adaptive_avg_pool3d_cuda_float32 PASSED [0.0521s] [ 68%] 2025-08-26T21:59:31.2929499Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_alpha_dropout_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 68%] 2025-08-26T21:59:31.2929640Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_avg_pool3d_cuda_float32 PASSED [0.0351s] [ 68%] 2025-08-26T21:59:31.2930034Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_bilinear_cuda_float32 PASSED [12.2012s] [ 68%] 2025-08-26T21:59:31.2930165Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_celu_cuda_float32 PASSED [0.0120s] [ 68%] 2025-08-26T21:59:31.2930300Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv1d_cuda_float32 PASSED [0.6605s] [ 68%] 2025-08-26T21:59:31.2930447Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_no_bias_cuda_float32 PASSED [0.0210s] [ 68%] 2025-08-26T21:59:31.2930606Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_stride_no_bias_cuda_float32 PASSED [0.0208s] [ 68%] 2025-08-26T21:59:31.2930795Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32 PASSED [0.0916s] [ 68%] 2025-08-26T21:59:31.2930950Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_with_bias_cuda_float32 PASSED [0.0798s] [ 69%] 2025-08-26T21:59:31.2931102Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv_transpose1d_cuda_float32 PASSED [0.7127s] [ 69%] 2025-08-26T21:59:31.2931250Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_cross_entropy_cuda_float32 PASSED [0.3204s] [ 69%] 2025-08-26T21:59:31.2931392Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_hardsigmoid_cuda_float32 PASSED [0.0128s] [ 69%] 2025-08-26T21:59:31.2931532Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_hardswish_cuda_float32 PASSED [0.0185s] [ 69%] 2025-08-26T21:59:31.2931688Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_hinge_embedding_loss_cuda_float32 PASSED [0.2239s] [ 69%] 2025-08-26T21:59:31.2931832Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_huber_loss_cuda_float32 PASSED [0.2241s] [ 69%] 2025-08-26T21:59:31.2931977Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_layer_norm_cuda_float32 PASSED [0.4247s] [ 69%] 2025-08-26T21:59:31.2932123Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_logsigmoid_cuda_float32 PASSED [0.0127s] [ 69%] 2025-08-26T21:59:31.2932265Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_max_pool2d_cuda_float32 PASSED [6.3359s] [ 69%] 2025-08-26T21:59:31.2932428Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_max_unpool2d_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 69%] 2025-08-26T21:59:31.2932588Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_max_unpool3d_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 69%] 2025-08-26T21:59:31.2933612Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_mse_loss_functorch_cuda_float32 PASSED [0.1911s] [ 69%] 2025-08-26T21:59:31.2933820Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_multilabel_margin_loss_cuda_float32 SKIPPED [0.0023s] (Skipped! Forward AD not supported.) [ 69%] 2025-08-26T21:59:31.2934004Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_pad_circular_cuda_float32 PASSED [0.0373s] [ 69%] 2025-08-26T21:59:31.2934137Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_relu_cuda_float32 PASSED [0.0186s] [ 69%] 2025-08-26T21:59:31.2934282Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_smooth_l1_loss_cuda_float32 PASSED [0.1926s] [ 69%] 2025-08-26T21:59:31.2934434Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_softmin_with_dtype_cuda_float32 PASSED [0.0370s] [ 69%] 2025-08-26T21:59:31.2934618Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_softplus_cuda_float32 PASSED [0.0130s] [ 69%] 2025-08-26T21:59:31.2934756Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_softsign_cuda_float32 PASSED [0.0166s] [ 69%] 2025-08-26T21:59:31.2934925Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_triplet_margin_with_distance_loss_cuda_float32 PASSED [0.8788s] [ 69%] 2025-08-26T21:59:31.2935067Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_norm_fro_cuda_float32 PASSED [0.0164s] [ 69%] 2025-08-26T21:59:31.2935187Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_norm_inf_cuda_float32 PASSED [0.0251s] [ 69%] 2025-08-26T21:59:31.2935350Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ones_cuda_float32 SKIPPED [0.0022s] (Skipped! Forward AD not supported.) [ 69%] 2025-08-26T21:59:31.2935489Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_pca_lowrank_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 69%] 2025-08-26T21:59:31.2935617Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_permute_copy_cuda_float32 PASSED [0.0202s] [ 69%] 2025-08-26T21:59:31.2935734Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_polar_cuda_float32 PASSED [0.1823s] [ 70%] 2025-08-26T21:59:31.2935874Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_polygamma_polygamma_n_0_cuda_float32 PASSED [0.0432s] [ 70%] 2025-08-26T21:59:31.2936015Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_polygamma_polygamma_n_3_cuda_float32 PASSED [0.0431s] [ 70%] 2025-08-26T21:59:31.2936132Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_prod_cuda_float32 PASSED [0.1981s] [ 70%] 2025-08-26T21:59:31.2936247Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_put_cuda_float32 PASSED [0.4714s] [ 70%] 2025-08-26T21:59:31.2936367Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_quantile_cuda_float32 XFAIL [0.2925s] [ 70%] 2025-08-26T21:59:31.2936481Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_real_cuda_float32 PASSED [0.0125s] [ 70%] 2025-08-26T21:59:31.2937477Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_reciprocal_cuda_float32 PASSED [0.0130s] [ 70%] 2025-08-26T21:59:31.2937595Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_repeat_cuda_float32 PASSED [0.1391s] [ 70%] 2025-08-26T21:59:31.2937770Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_resize_as__cuda_float32 SKIPPED [0.0023s] (Skipped! Forward AD not supported.) [ 70%] 2025-08-26T21:59:31.2937885Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_rsub_cuda_float32 PASSED [0.1666s] [ 70%] 2025-08-26T21:59:31.2938061Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_scalar_tensor_cuda_float32 SKIPPED [0.0023s] (Skipped! Forward AD not supported.) [ 70%] 2025-08-26T21:59:31.2938187Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_scatter_add_cuda_float32 PASSED [0.1149s] [ 70%] 2025-08-26T21:59:31.2938321Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_scatter_reduce_amin_cuda_float32 PASSED [0.4372s] [ 70%] 2025-08-26T21:59:31.2938519Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_short_functorch_no_channels_last_cuda_float32 SKIPPED [0.0023s] (Skipped! Forward AD not supported.) [ 70%] 2025-08-26T21:59:31.2938714Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_exponential_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 70%] 2025-08-26T21:59:31.2938934Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_hamming_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 70%] 2025-08-26T21:59:31.2939120Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_kaiser_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 70%] 2025-08-26T21:59:31.2939235Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sinc_cuda_float32 PASSED [0.0148s] [ 70%] 2025-08-26T21:59:31.2939418Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sparse_sampled_addmm_cuda_float32 SKIPPED [0.0022s] (Skipped! Forward AD not supported.) [ 70%] 2025-08-26T21:59:31.2939624Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_bessel_j0_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 70%] 2025-08-26T21:59:31.2939881Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_bessel_y0_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 70%] 2025-08-26T21:59:31.2940113Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_chebyshev_polynomial_t_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 70%] 2025-08-26T21:59:31.2940311Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_chebyshev_polynomial_v_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 70%] 2025-08-26T21:59:31.2940508Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_chebyshev_polynomial_w_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 70%] 2025-08-26T21:59:31.2940636Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_i0e_cuda_float32 PASSED [0.0110s] [ 71%] 2025-08-26T21:59:31.2940759Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_i1_cuda_float32 PASSED [0.0122s] [ 71%] 2025-08-26T21:59:31.2940957Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_legendre_polynomial_p_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 71%] 2025-08-26T21:59:31.2942022Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_modified_bessel_i1_cuda_float32 SKIPPED [0.0020s] (Skipped! Forward AD not supported.) [ 71%] 2025-08-26T21:59:31.2942150Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_ndtr_cuda_float32 PASSED [0.0146s] [ 71%] 2025-08-26T21:59:31.2942360Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_shifted_chebyshev_polynomial_v_cuda_float32 SKIPPED [0.0022s] (Skipped! Forward AD not supported.) [ 71%] 2025-08-26T21:59:31.2942557Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_spherical_bessel_j0_cuda_float32 SKIPPED [0.0021s] (Skipped! Forward AD not supported.) [ 71%] 2025-08-26T21:59:31.2942674Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sqrt_cuda_float32 PASSED [0.0065s] [ 71%] 2025-08-26T21:59:31.2942796Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_std_mean_cuda_float32 PASSED [0.0818s] [ 71%] 2025-08-26T21:59:31.2942915Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_take_cuda_float32 PASSED [0.0375s] [ 71%] 2025-08-26T21:59:31.2943030Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_tile_cuda_float32 PASSED [0.1583s] [ 71%] 2025-08-26T21:59:31.2943254Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_torch_ops_aten__safe_softmax_default_cuda_float32 PASSED [0.0466s] [ 71%] 2025-08-26T21:59:31.2943372Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_trace_cuda_float32 PASSED [0.0063s] [ 71%] 2025-08-26T21:59:31.2943492Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_trapz_cuda_float32 PASSED [0.1339s] [ 71%] 2025-08-26T21:59:31.2943608Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_tril_cuda_float32 PASSED [0.0351s] [ 71%] 2025-08-26T21:59:31.2943733Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_true_divide_cuda_float32 PASSED [0.1412s] [ 71%] 2025-08-26T21:59:31.2943885Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_trunc_cuda_float32 PASSED [0.0064s] [ 71%] 2025-08-26T21:59:31.2944009Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_unsafe_chunk_cuda_float32 PASSED [0.0359s] [ 71%] 2025-08-26T21:59:31.2944123Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_view_cuda_float32 PASSED [0.0290s] [ 71%] 2025-08-26T21:59:31.2944239Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_vstack_cuda_float32 PASSED [0.1332s] [ 71%] 2025-08-26T21:59:31.2944351Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_where_cuda_float32 PASSED [0.0962s] [ 71%] 2025-08-26T21:59:31.2944465Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_xlogy_cuda_float32 PASSED [0.1622s] [ 71%] 2025-08-26T21:59:31.2944614Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_zero__cuda_float32 PASSED [0.0149s] [ 71%] 2025-08-26T21:59:31.2944784Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ForwardHasDefaultArgsAutogradFunction_cuda_float32 PASSED [0.0477s] [ 71%] 2025-08-26T21:59:31.2944951Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_MulGenVmapAutogradFunction_cuda_float32 PASSED [0.3070s] [ 71%] 2025-08-26T21:59:31.2945938Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp___rmatmul___cuda_float32 PASSED [2.5507s] [ 71%] 2025-08-26T21:59:31.2946058Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp___rmod___cuda_float32 PASSED [1.3048s] [ 72%] 2025-08-26T21:59:31.2946230Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp__chunk_cat_cuda_float32 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 72%] 2025-08-26T21:59:31.2946374Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp__native_batch_norm_legit_cuda_float32 XFAIL [0.0060s] [ 72%] 2025-08-26T21:59:31.2946513Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp__segment_reduce_lengths_cuda_float32 XFAIL [0.0036s] [ 72%] 2025-08-26T21:59:31.2946652Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp__unsafe_masked_index_cuda_float32 PASSED [0.2366s] [ 72%] 2025-08-26T21:59:31.2946811Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp__unsafe_masked_index_put_accumulate_cuda_float32 PASSED [1.2361s] [ 72%] 2025-08-26T21:59:31.2946927Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_add_cuda_float32 PASSED [1.3081s] [ 72%] 2025-08-26T21:59:31.2947047Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_addcdiv_cuda_float32 PASSED [10.9970s] [ 72%] 2025-08-26T21:59:31.2947161Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_addr_cuda_float32 PASSED [3.4729s] [ 72%] 2025-08-26T21:59:31.2947328Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_aminmax_cuda_float32 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 72%] 2025-08-26T21:59:31.2947494Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_arange_cuda_float32 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 72%] 2025-08-26T21:59:31.2947657Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_argmax_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 72%] 2025-08-26T21:59:31.2947827Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_argwhere_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 72%] 2025-08-26T21:59:31.2947959Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_as_strided_scatter_cuda_float32 XFAIL [0.0039s] [ 72%] 2025-08-26T21:59:31.2948075Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_asinh_cuda_float32 PASSED [0.0305s] [ 72%] 2025-08-26T21:59:31.2948213Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_atleast_1d_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 72%] 2025-08-26T21:59:31.2948351Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_atleast_3d_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 72%] 2025-08-26T21:59:31.2948474Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_block_diag_cuda_float32 PASSED [2.0949s] [ 72%] 2025-08-26T21:59:31.2948620Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_broadcast_to_cuda_float32 PASSED [0.1338s] [ 72%] 2025-08-26T21:59:31.2948735Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cdist_cuda_float32 XFAIL [0.0033s] [ 72%] 2025-08-26T21:59:31.2949824Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ceil_cuda_float32 PASSED [0.0210s] [ 72%] 2025-08-26T21:59:31.2949941Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_chalf_cuda_float32 XFAIL [0.0782s] [ 72%] 2025-08-26T21:59:31.2950070Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cholesky_inverse_cuda_float32 PASSED [0.4659s] [ 72%] 2025-08-26T21:59:31.2950197Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cholesky_solve_cuda_float32 PASSED [2.4992s] [ 72%] 2025-08-26T21:59:31.2950372Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_clamp_cuda_float32 PASSED [2.2371s] [ 72%] 2025-08-26T21:59:31.2950494Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_clamp_min_cuda_float32 PASSED [1.2082s] [ 73%] 2025-08-26T21:59:31.2950628Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_clone_cuda_float32 PASSED [0.0400s] [ 73%] 2025-08-26T21:59:31.2950753Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_conj_physical_cuda_float32 PASSED [0.0209s] [ 73%] 2025-08-26T21:59:31.2950867Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cosh_cuda_float32 PASSED [0.0665s] [ 73%] 2025-08-26T21:59:31.2951041Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_count_nonzero_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 73%] 2025-08-26T21:59:31.2951177Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cumulative_trapezoid_cuda_float32 PASSED [1.3438s] [ 73%] 2025-08-26T21:59:31.2951293Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_diag_cuda_float32 PASSED [0.3442s] [ 73%] 2025-08-26T21:59:31.2951406Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_dist_cuda_float32 PASSED [11.5186s] [ 73%] 2025-08-26T21:59:31.2951536Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_div_floor_rounding_cuda_float32 PASSED [1.1122s] [ 73%] 2025-08-26T21:59:31.2951710Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_empty_strided_cuda_float32 SKIPPED [0.0013s] (Skipped! Autograd not supported.) [ 73%] 2025-08-26T21:59:31.2951826Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_exp_cuda_float32 PASSED [0.0631s] [ 73%] 2025-08-26T21:59:31.2951944Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_fftn_cuda_float32 PASSED [0.2159s] [ 73%] 2025-08-26T21:59:31.2952069Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_fftshift_cuda_float32 PASSED [0.1128s] [ 73%] 2025-08-26T21:59:31.2952188Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_ifftn_cuda_float32 PASSED [0.2299s] [ 73%] 2025-08-26T21:59:31.2952310Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_irfft2_cuda_float32 PASSED [0.1939s] [ 73%] 2025-08-26T21:59:31.2952428Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_irfft_cuda_float32 PASSED [0.2104s] [ 73%] 2025-08-26T21:59:31.2953413Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_flatten_cuda_float32 PASSED [0.1194s] [ 73%] 2025-08-26T21:59:31.2953528Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_float_cuda_float32 XFAIL [0.0739s] [ 73%] 2025-08-26T21:59:31.2953683Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_float_functorch_no_channels_last_cuda_float32 PASSED [0.0750s] [ 73%] 2025-08-26T21:59:31.2953797Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fmin_cuda_float32 PASSED [1.2766s] [ 73%] 2025-08-26T21:59:31.2953912Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fmod_cuda_float32 PASSED [1.3087s] [ 73%] 2025-08-26T21:59:31.2954028Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_frexp_cuda_float32 PASSED [0.0829s] [ 73%] 2025-08-26T21:59:31.2954192Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_full_cuda_float32 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 73%] 2025-08-26T21:59:31.2954392Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_full_like_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 73%] 2025-08-26T21:59:31.2954561Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_hash_tensor_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 73%] 2025-08-26T21:59:31.2954721Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_histc_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 73%] 2025-08-26T21:59:31.2954839Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_hstack_cuda_float32 PASSED [1.3079s] [ 74%] 2025-08-26T21:59:31.2955001Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_igammac_cuda_float32 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 74%] 2025-08-26T21:59:31.2955174Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_copy_cuda_float32 PASSED [0.3889s] [ 74%] 2025-08-26T21:59:31.2955296Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_fill_cuda_float32 PASSED [0.5237s] [ 74%] 2025-08-26T21:59:31.2955432Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_put_cuda_float32 PASSED [0.5800s] [ 74%] 2025-08-26T21:59:31.2955566Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_put_functorch_cuda_float32 PASSED [0.9805s] [ 74%] 2025-08-26T21:59:31.2955698Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_reduce_amax_cuda_float32 XFAIL [0.0034s] [ 74%] 2025-08-26T21:59:31.2955828Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_reduce_prod_cuda_float32 XFAIL [0.0031s] [ 74%] 2025-08-26T21:59:31.2955955Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_select_cuda_float32 PASSED [0.0703s] [ 74%] 2025-08-26T21:59:31.2956152Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_int_functorch_no_channels_last_cuda_float32 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 74%] 2025-08-26T21:59:31.2956313Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_isin_cuda_float32 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 74%] 2025-08-26T21:59:31.2957371Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_isposinf_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 74%] 2025-08-26T21:59:31.2957566Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_jiterator_binary_return_by_ref_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 74%] 2025-08-26T21:59:31.2957688Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_kthvalue_cuda_float32 PASSED [0.2267s] [ 74%] 2025-08-26T21:59:31.2957809Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_eig_cuda_float32 PASSED [0.6489s] [ 74%] 2025-08-26T21:59:31.2957939Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_eigvalsh_cuda_float32 PASSED [0.2586s] [ 74%] 2025-08-26T21:59:31.2958060Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_inv_cuda_float32 PASSED [0.2533s] [ 74%] 2025-08-26T21:59:31.2958185Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_inv_ex_cuda_float32 PASSED [0.2434s] [ 74%] 2025-08-26T21:59:31.2958365Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_ldl_factor_cuda_float32 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 74%] 2025-08-26T21:59:31.2958589Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_lstsq_grad_oriented_cuda_float32 SKIPPED [0.0002s] (test is slow; run with PYTORCH_TEST_WITH_SLOW to enable test) [ 74%] 2025-08-26T21:59:31.2958720Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_lu_factor_cuda_float32 PASSED [2.2845s] [ 74%] 2025-08-26T21:59:31.2958919Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_matrix_rank_hermitian_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 74%] 2025-08-26T21:59:31.2959044Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_norm_cuda_float32 PASSED [3.4937s] [ 74%] 2025-08-26T21:59:31.2959170Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_pinv_cuda_float32 PASSED [1.6358s] [ 74%] 2025-08-26T21:59:31.2959324Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_pinv_hermitian_cuda_float32 PASSED [0.5494s] [ 74%] 2025-08-26T21:59:31.2959448Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_solve_cuda_float32 PASSED [4.2101s] [ 75%] 2025-08-26T21:59:31.2959575Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_svdvals_cuda_float32 PASSED [1.3437s] [ 75%] 2025-08-26T21:59:31.2959790Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_tensorinv_cuda_float32 PASSED [0.0938s] [ 75%] 2025-08-26T21:59:31.2960029Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linspace_tensor_overload_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 75%] 2025-08-26T21:59:31.2960146Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_log10_cuda_float32 PASSED [0.0630s] [ 75%] 2025-08-26T21:59:31.2960261Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_log1p_cuda_float32 PASSED [0.0229s] [ 75%] 2025-08-26T21:59:31.2960420Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_log_softmax_with_dtype_cuda_float32 PASSED [0.1880s] [ 75%] 2025-08-26T21:59:31.2960591Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logical_and_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 75%] 2025-08-26T21:59:31.2961635Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logical_or_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 75%] 2025-08-26T21:59:31.2961795Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_long_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 75%] 2025-08-26T21:59:31.2961955Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_lt_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 75%] 2025-08-26T21:59:31.2962069Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_mT_cuda_float32 PASSED [0.0937s] [ 75%] 2025-08-26T21:59:31.2962196Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_cumsum_cuda_float32 PASSED [0.4102s] [ 75%] 2025-08-26T21:59:31.2962325Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_logaddexp_cuda_float32 PASSED [2.3597s] [ 75%] 2025-08-26T21:59:31.2962454Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_logsumexp_cuda_float32 PASSED [2.7618s] [ 75%] 2025-08-26T21:59:31.2962577Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_norm_cuda_float32 PASSED [15.1231s] [ 75%] 2025-08-26T21:59:31.2962701Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_prod_cuda_float32 PASSED [4.6234s] [ 75%] 2025-08-26T21:59:31.2962827Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_softmax_cuda_float32 PASSED [0.8137s] [ 75%] 2025-08-26T21:59:31.2962956Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_softmin_cuda_float32 PASSED [0.8480s] [ 75%] 2025-08-26T21:59:31.2963089Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_min_reduction_no_dim_cuda_float32 PASSED [0.0696s] [ 75%] 2025-08-26T21:59:31.2963229Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_min_reduction_with_dim_cuda_float32 PASSED [0.0909s] [ 75%] 2025-08-26T21:59:31.2963345Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_mul_cuda_float32 PASSED [1.1996s] [ 75%] 2025-08-26T21:59:31.2963482Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_mvlgamma_mvlgamma_p_1_cuda_float32 XFAIL [0.2020s] [ 75%] 2025-08-26T21:59:31.2963615Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_mvlgamma_mvlgamma_p_5_cuda_float32 XFAIL [0.2044s] [ 75%] 2025-08-26T21:59:31.2963738Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nanmedian_cuda_float32 PASSED [0.6731s] [ 75%] 2025-08-26T21:59:31.2963904Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_new_ones_cuda_float32 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 75%] 2025-08-26T21:59:31.2964059Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_adaptive_avg_pool2d_cuda_float32 PASSED [0.2538s] [ 76%] 2025-08-26T21:59:31.2964225Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_avg_pool1d_cuda_float32 PASSED [0.2385s] [ 76%] 2025-08-26T21:59:31.2964366Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_avg_pool2d_cuda_float32 PASSED [0.1792s] [ 76%] 2025-08-26T21:59:31.2965388Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_binary_cross_entropy_with_logits_cuda_float32 PASSED [8.8730s] [ 76%] 2025-08-26T21:59:31.2965704Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv2d_cuda_float32 MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback AI] Solver , workspace required: 4800, provided ptr: 0x7f95b180a800 size: 1536 2025-08-26T21:59:31.2965912Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 4800, provided ptr: 0x7f95b180a800 size: 1536 2025-08-26T21:59:31.2966112Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback AI] Solver , workspace required: 4800, provided ptr: 0x7f95b180a800 size: 1536 2025-08-26T21:59:31.2966312Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 4800, provided ptr: 0x7f95b180a800 size: 1536 2025-08-26T21:59:31.2966351Z PASSED [28.9777s] [ 76%] 2025-08-26T21:59:31.2966510Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv2d_stride_no_bias_cuda_float32 PASSED [0.2421s] [ 76%] 2025-08-26T21:59:31.2966660Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv2d_with_bias_cuda_float32 PASSED [1.0616s] [ 76%] 2025-08-26T21:59:31.2966811Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv_transpose3d_cuda_float32 PASSED [8.5972s] [ 76%] 2025-08-26T21:59:31.2966953Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_embedding_cuda_float32 PASSED [0.0775s] [ 76%] 2025-08-26T21:59:31.2967102Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_gaussian_nll_loss_cuda_float32 XFAIL [0.0063s] [ 76%] 2025-08-26T21:59:31.2967244Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_grid_sample_cuda_float32 XFAIL [0.0035s] [ 76%] 2025-08-26T21:59:31.2967386Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_group_norm_cuda_float32 PASSED [1.9959s] [ 76%] 2025-08-26T21:59:31.2967526Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_hardshrink_cuda_float32 PASSED [0.1312s] [ 76%] 2025-08-26T21:59:31.2967667Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_hardsigmoid_cuda_float32 XFAIL [0.0037s] [ 76%] 2025-08-26T21:59:31.2967821Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_interpolate_bicubic_cuda_float32 PASSED [0.5331s] [ 76%] 2025-08-26T21:59:31.2967976Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_interpolate_bilinear_cuda_float32 PASSED [0.5445s] [ 76%] 2025-08-26T21:59:31.2968129Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_interpolate_linear_cuda_float32 PASSED [0.4054s] [ 76%] 2025-08-26T21:59:31.2968266Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_kl_div_cuda_float32 PASSED [3.2799s] [ 76%] 2025-08-26T21:59:31.2968417Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_local_response_norm_cuda_float32 PASSED [0.7817s] [ 76%] 2025-08-26T21:59:31.2968560Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_pool1d_cuda_float32 PASSED [23.1690s] [ 76%] 2025-08-26T21:59:31.2969642Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_pool2d_cuda_float32 SKIPPED [0.0003s] (test is slow; run with PYTORCH_TEST_WITH_SLOW to enable test) [ 76%] 2025-08-26T21:59:31.2969867Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_unpool1d_cuda_float32 PASSED [3.8500s] [ 76%] 2025-08-26T21:59:31.2970039Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_unpool3d_cuda_float32 PASSED [2.6555s] [ 76%] 2025-08-26T21:59:31.2970190Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_unpool3d_grad_cuda_float32 PASSED [0.2429s] [ 76%] 2025-08-26T21:59:31.2970341Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_mse_loss_functorch_cuda_float32 PASSED [2.0323s] [ 76%] 2025-08-26T21:59:31.2970505Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_multi_head_attention_forward_cuda_float32 XFAIL [0.6773s] [ 77%] 2025-08-26T21:59:31.2970648Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_normalize_cuda_float32 PASSED [0.5230s] [ 77%] 2025-08-26T21:59:31.2970853Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_pad_replicate_negative_cuda_float32 PASSED [0.1584s] [ 77%] 2025-08-26T21:59:31.2971003Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_pairwise_distance_cuda_float32 PASSED [1.3191s] [ 77%] 2025-08-26T21:59:31.2971172Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_poisson_nll_loss_cuda_float32 PASSED [15.3941s] [ 77%] 2025-08-26T21:59:31.2971306Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_prelu_cuda_float32 PASSED [3.3728s] [ 77%] 2025-08-26T21:59:31.2971440Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_rrelu_cuda_float32 XFAIL [0.0056s] [ 77%] 2025-08-26T21:59:31.2971593Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_triplet_margin_loss_cuda_float32 PASSED [8.5459s] [ 77%] 2025-08-26T21:59:31.2971766Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_triplet_margin_with_distance_loss_cuda_float32 PASSED [9.1275s] [ 77%] 2025-08-26T21:59:31.2971902Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_unfold_cuda_float32 PASSED [3.0695s] [ 77%] 2025-08-26T21:59:31.2972053Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_upsample_nearest_cuda_float32 PASSED [0.2642s] [ 77%] 2025-08-26T21:59:31.2972221Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nonzero_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 77%] 2025-08-26T21:59:31.2972344Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_norm_fro_cuda_float32 PASSED [0.0893s] [ 77%] 2025-08-26T21:59:31.2972519Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_normal_in_place_cuda_float32 SKIPPED [0.0013s] (Skipped! Autograd not supported.) [ 77%] 2025-08-26T21:59:31.2972642Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_pca_lowrank_cuda_float32 XFAIL [0.0146s] [ 77%] 2025-08-26T21:59:31.2972764Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_pinverse_cuda_float32 PASSED [0.4884s] [ 77%] 2025-08-26T21:59:31.2973762Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_positive_cuda_float32 PASSED [0.0202s] [ 77%] 2025-08-26T21:59:31.2973876Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_qr_cuda_float32 PASSED [6.3012s] [ 77%] 2025-08-26T21:59:31.2974000Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_remainder_cuda_float32 PASSED [1.2432s] [ 77%] 2025-08-26T21:59:31.2974119Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_reshape_cuda_float32 PASSED [0.1353s] [ 77%] 2025-08-26T21:59:31.2974235Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_roll_cuda_float32 PASSED [0.2983s] [ 77%] 2025-08-26T21:59:31.2974365Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_round_decimals_0_cuda_float32 PASSED [0.0553s] [ 77%] 2025-08-26T21:59:31.2974501Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_scatter_reduce_amax_cuda_float32 PASSED [5.1141s] [ 77%] 2025-08-26T21:59:31.2974638Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_scatter_reduce_amin_cuda_float32 PASSED [4.9884s] [ 77%] 2025-08-26T21:59:31.2974773Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_scatter_reduce_prod_cuda_float32 XFAIL [0.0081s] [ 77%] 2025-08-26T21:59:31.2974989Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_short_functorch_no_channels_last_cuda_float32 SKIPPED [0.0013s] (Skipped! Autograd not supported.) [ 77%] 2025-08-26T21:59:31.2975178Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_blackman_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 78%] 2025-08-26T21:59:31.2975361Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_cosine_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 78%] 2025-08-26T21:59:31.2975554Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_general_cosine_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 78%] 2025-08-26T21:59:31.2975772Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_general_hamming_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 78%] 2025-08-26T21:59:31.2975955Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_kaiser_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 78%] 2025-08-26T21:59:31.2976131Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sparse_mm_reduce_cuda_float32 SKIPPED [0.0004s] (Only runs on cpu) [ 78%] 2025-08-26T21:59:31.2976313Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_bessel_j0_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 78%] 2025-08-26T21:59:31.2976493Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_bessel_y1_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 78%] 2025-08-26T21:59:31.2976693Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_chebyshev_polynomial_u_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 78%] 2025-08-26T21:59:31.2976822Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_erfcx_cuda_float32 PASSED [0.0717s] [ 78%] 2025-08-26T21:59:31.2977016Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_laguerre_polynomial_l_cuda_float32 SKIPPED [0.0013s] (Skipped! Autograd not supported.) [ 78%] 2025-08-26T21:59:31.2978001Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_ndtr_cuda_float32 PASSED [0.0835s] [ 78%] 2025-08-26T21:59:31.2978199Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_scaled_modified_bessel_k0_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 78%] 2025-08-26T21:59:31.2978403Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_shifted_chebyshev_polynomial_u_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 78%] 2025-08-26T21:59:31.2978593Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_spherical_bessel_j0_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 78%] 2025-08-26T21:59:31.2978712Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_split_cuda_float32 PASSED [0.3796s] [ 78%] 2025-08-26T21:59:31.2978829Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_square_cuda_float32 PASSED [0.0671s] [ 78%] 2025-08-26T21:59:31.2978947Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_stack_cuda_float32 PASSED [2.9066s] [ 78%] 2025-08-26T21:59:31.2979071Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_std_unbiased_cuda_float32 PASSED [0.0686s] [ 78%] 2025-08-26T21:59:31.2979185Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_stft_cuda_float32 PASSED [0.4449s] [ 78%] 2025-08-26T21:59:31.2979299Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sub_cuda_float32 PASSED [1.3481s] [ 78%] 2025-08-26T21:59:31.2979422Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_svd_lowrank_cuda_float32 XFAIL [0.0135s] [ 78%] 2025-08-26T21:59:31.2979534Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_t_cuda_float32 PASSED [0.0585s] [ 78%] 2025-08-26T21:59:31.2979648Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_take_cuda_float32 PASSED [0.2185s] [ 78%] 2025-08-26T21:59:31.2979875Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_tensordot_cuda_float32 PASSED [1.0512s] [ 78%] 2025-08-26T21:59:31.2979991Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_tile_cuda_float32 PASSED [0.5133s] [ 79%] 2025-08-26T21:59:31.2980109Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_trace_cuda_float32 PASSED [0.0250s] [ 79%] 2025-08-26T21:59:31.2980223Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_tril_cuda_float32 PASSED [0.1697s] [ 79%] 2025-08-26T21:59:31.2980335Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_triu_cuda_float32 PASSED [0.1641s] [ 79%] 2025-08-26T21:59:31.2980459Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_unbind_copy_cuda_float32 XFAIL [0.0044s] [ 79%] 2025-08-26T21:59:31.2980705Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_unbind_cuda_float32 SKIPPED [0.0002s] (test is slow; run with PYTORCH_TEST_WITH_SLOW to enable test) [ 79%] 2025-08-26T21:59:31.2980834Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_unsqueeze_copy_cuda_float32 PASSED [0.1867s] [ 79%] 2025-08-26T21:59:31.2980969Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_var_cuda_float32 PASSED [0.3004s] [ 79%] 2025-08-26T21:59:31.2981965Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_var_unbiased_cuda_float32 PASSED [0.0558s] [ 79%] 2025-08-26T21:59:31.2982093Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_view_as_complex_cuda_float32 XFAIL [0.0050s] [ 79%] 2025-08-26T21:59:31.2982208Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_view_cuda_float32 PASSED [0.1390s] [ 79%] 2025-08-26T21:59:31.2982324Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_vstack_cuda_float32 PASSED [1.3858s] [ 79%] 2025-08-26T21:59:31.2982441Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_xlogy_cuda_float32 PASSED [1.5783s] [ 79%] 2025-08-26T21:59:31.2982605Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_zeros_cuda_float32 SKIPPED [0.0013s] (Skipped! Autograd not supported.) [ 79%] 2025-08-26T21:59:31.2982764Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvmap_CubeGenVmapAutogradFunction_cuda_float32 PASSED [0.0434s] [ 79%] 2025-08-26T21:59:31.2982918Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvmap_MulGenVmapAutogradFunction_cuda_float32 PASSED [0.1466s] [ 79%] 2025-08-26T21:59:31.2983076Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvmap_SelectGenVmapAutogradFunction_cuda_float32 PASSED [0.0237s] [ 79%] 2025-08-26T21:59:31.2983292Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_MulGenVmapAutogradFunction_cuda_float32 PASSED [0.0336s] [ 79%] 2025-08-26T21:59:31.2983437Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_NumpyCubeAutogradFunction_cuda_float32 PASSED [0.0290s] [ 79%] 2025-08-26T21:59:31.2983596Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_NumpyExpMarkDirtyAutogradFunction_cuda_float32 PASSED [0.0128s] [ 79%] 2025-08-26T21:59:31.2983740Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_NumpySortAutogradFunction_cuda_float32 PASSED [0.0147s] [ 79%] 2025-08-26T21:59:31.2983894Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_SelectGenVmapAutogradFunction_cuda_float32 PASSED [0.0094s] [ 79%] 2025-08-26T21:59:31.2984062Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ZeroGradientsGenVmapAutogradFunction_cuda_float32 PASSED [0.0354s] [ 79%] 2025-08-26T21:59:31.2984193Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp___getitem___functorch_cuda_float32 PASSED [0.3825s] [ 79%] 2025-08-26T21:59:31.2984360Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp__chunk_cat_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 79%] 2025-08-26T21:59:31.2984511Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp__native_batch_norm_legit_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 79%] 2025-08-26T21:59:31.2984649Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp__segment_reduce_lengths_cuda_float32 PASSED [0.5602s] [ 80%] 2025-08-26T21:59:31.2984787Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp__segment_reduce_offsets_cuda_float32 PASSED [0.4368s] [ 80%] 2025-08-26T21:59:31.2984929Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_acos_cuda_float32 PASSED [0.0128s] [ 80%] 2025-08-26T21:59:31.2985899Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_addbmm_cuda_float32 PASSED [0.1842s] [ 80%] 2025-08-26T21:59:31.2986015Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_addcmul_cuda_float32 PASSED [0.2870s] [ 80%] 2025-08-26T21:59:31.2986125Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_amin_cuda_float32 PASSED [0.0754s] [ 80%] 2025-08-26T21:59:31.2986286Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_arange_cuda_float32 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 80%] 2025-08-26T21:59:31.2986475Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_argmax_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 80%] 2025-08-26T21:59:31.2986588Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_atan2_cuda_float32 PASSED [0.0994s] [ 80%] 2025-08-26T21:59:31.2986720Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_atleast_1d_cuda_float32 PASSED [1.9022s] [ 80%] 2025-08-26T21:59:31.2986838Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_atleast_2d_cuda_float32 PASSED [1.9837s] [ 80%] 2025-08-26T21:59:31.2986969Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_bernoulli_cuda_float32 SKIPPED [0.0002s] (Skipped!) [ 80%] 2025-08-26T21:59:31.2987082Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_bfloat16_cuda_float32 XFAIL [0.0167s] [ 80%] 2025-08-26T21:59:31.2987197Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_block_diag_cuda_float32 PASSED [0.0890s] [ 80%] 2025-08-26T21:59:31.2987356Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_byte_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 80%] 2025-08-26T21:59:31.2987478Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cartesian_prod_cuda_float32 PASSED [0.0417s] [ 80%] 2025-08-26T21:59:31.2987592Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cdouble_cuda_float32 XFAIL [0.0164s] [ 80%] 2025-08-26T21:59:31.2987703Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cfloat_cuda_float32 XFAIL [0.0159s] [ 80%] 2025-08-26T21:59:31.2987896Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_char_functorch_no_channels_last_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 80%] 2025-08-26T21:59:31.2988018Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cholesky_solve_cuda_float32 PASSED [0.1426s] [ 80%] 2025-08-26T21:59:31.2988135Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_clamp_min_cuda_float32 PASSED [0.0768s] [ 80%] 2025-08-26T21:59:31.2988260Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_constant_pad_nd_cuda_float32 PASSED [0.1517s] [ 80%] 2025-08-26T21:59:31.2988378Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_contiguous_cuda_float32 PASSED [0.0079s] [ 80%] 2025-08-26T21:59:31.2988487Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cosh_cuda_float32 PASSED [0.0112s] [ 80%] 2025-08-26T21:59:31.2989455Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_erfinv_cuda_float32 PASSED [0.0060s] [ 80%] 2025-08-26T21:59:31.2989568Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_exp_cuda_float32 PASSED [0.0115s] [ 81%] 2025-08-26T21:59:31.2989822Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_exponential_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 81%] 2025-08-26T21:59:31.2989936Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_fftn_cuda_float32 PASSED [0.0349s] [ 81%] 2025-08-26T21:59:31.2990051Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_hfft_cuda_float32 PASSED [0.0364s] [ 81%] 2025-08-26T21:59:31.2990166Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_ifft_cuda_float32 PASSED [0.0341s] [ 81%] 2025-08-26T21:59:31.2990281Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_ifftn_cuda_float32 PASSED [0.0370s] [ 81%] 2025-08-26T21:59:31.2990435Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_ifftshift_cuda_float32 PASSED [0.0194s] [ 81%] 2025-08-26T21:59:31.2990552Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_ihfft2_cuda_float32 PASSED [0.0573s] [ 81%] 2025-08-26T21:59:31.2990667Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_irfftn_cuda_float32 PASSED [0.0383s] [ 81%] 2025-08-26T21:59:31.2990777Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_flip_cuda_float32 PASSED [0.0319s] [ 81%] 2025-08-26T21:59:31.2990886Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_floor_cuda_float32 PASSED [0.0057s] [ 81%] 2025-08-26T21:59:31.2990995Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fmod_cuda_float32 PASSED [0.0871s] [ 81%] 2025-08-26T21:59:31.2991187Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_full_cuda_float32 SKIPPED [0.0013s] (Skipped! Autograd not supported.) [ 81%] 2025-08-26T21:59:31.2991344Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ge_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 81%] 2025-08-26T21:59:31.2991509Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_grid_sampler_3d_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 81%] 2025-08-26T21:59:31.2991674Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_CubeGenVmapAutogradFunction_cuda_float32 PASSED [0.0154s] [ 81%] 2025-08-26T21:59:31.2991857Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_NumpyCubeNotComposableAutogradFunction_cuda_float32 XFAIL [0.0042s] [ 81%] 2025-08-26T21:59:31.2992030Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_ScaleGradGenVmapAutogradFunction_cuda_float32 PASSED [0.0079s] [ 81%] 2025-08-26T21:59:31.2992194Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_SortGenVmapAutogradFunction_cuda_float32 PASSED [0.0156s] [ 81%] 2025-08-26T21:59:31.2992372Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_ZeroGradientsGenVmapAutogradFunction_cuda_float32 PASSED [0.0261s] [ 81%] 2025-08-26T21:59:31.2993383Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule___getitem___cuda_float32 XFAIL [0.0607s] [ 81%] 2025-08-26T21:59:31.2993536Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule___getitem___functorch_cuda_float32 PASSED [0.2770s] [ 81%] 2025-08-26T21:59:31.2993674Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule___rmatmul___cuda_float32 PASSED [0.0900s] [ 81%] 2025-08-26T21:59:31.2993842Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule__batch_norm_with_update_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 81%] 2025-08-26T21:59:31.2993995Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule__segment_reduce_lengths_cuda_float32 XFAIL [0.0041s] [ 81%] 2025-08-26T21:59:31.2994164Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule__unsafe_masked_index_put_accumulate_cuda_float32 PASSED [0.6240s] [ 81%] 2025-08-26T21:59:31.2994296Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_acos_cuda_float32 PASSED [0.0136s] [ 82%] 2025-08-26T21:59:31.2994448Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_addmm_decomposed_cuda_float32 PASSED [0.0716s] [ 82%] 2025-08-26T21:59:31.2994637Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_allclose_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 82%] 2025-08-26T21:59:31.2994815Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_any_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 82%] 2025-08-26T21:59:31.2994997Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_argmin_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 82%] 2025-08-26T21:59:31.2995182Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_argwhere_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 82%] 2025-08-26T21:59:31.2995316Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_atan2_cuda_float32 PASSED [0.0860s] [ 82%] 2025-08-26T21:59:31.2995464Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_atan_cuda_float32 PASSED [0.0059s] [ 82%] 2025-08-26T21:59:31.2995594Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_atanh_cuda_float32 PASSED [0.0062s] [ 82%] 2025-08-26T21:59:31.2995729Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_atleast_1d_cuda_float32 PASSED [0.4651s] [ 82%] 2025-08-26T21:59:31.2995865Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_atleast_2d_cuda_float32 PASSED [0.4823s] [ 82%] 2025-08-26T21:59:31.2995990Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_bmm_cuda_float32 PASSED [0.0094s] [ 82%] 2025-08-26T21:59:31.2996192Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_byte_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 82%] 2025-08-26T21:59:31.2996334Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cartesian_prod_cuda_float32 PASSED [0.0217s] [ 82%] 2025-08-26T21:59:31.2996473Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cat_cuda_float32 PASSED [0.0757s] [ 82%] 2025-08-26T21:59:31.2996650Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cauchy_cuda_float32 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 82%] 2025-08-26T21:59:31.2997643Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cdist_cuda_float32 PASSED [1.1932s] [ 82%] 2025-08-26T21:59:31.2997777Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cholesky_cuda_float32 PASSED [0.0657s] [ 82%] 2025-08-26T21:59:31.2997915Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_clamp_min_cuda_float32 PASSED [0.0383s] [ 82%] 2025-08-26T21:59:31.2998041Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cosh_cuda_float32 PASSED [0.0086s] [ 82%] 2025-08-26T21:59:31.2998170Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cummin_cuda_float32 XFAIL [0.0035s] [ 82%] 2025-08-26T21:59:31.2998324Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cumulative_trapezoid_cuda_float32 PASSED [0.0552s] [ 82%] 2025-08-26T21:59:31.2998459Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_diagonal_cuda_float32 PASSED [0.0262s] [ 82%] 2025-08-26T21:59:31.2998605Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_diagonal_scatter_cuda_float32 PASSED [0.0577s] [ 82%] 2025-08-26T21:59:31.2998757Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_div_no_rounding_mode_cuda_float32 PASSED [0.0756s] [ 82%] 2025-08-26T21:59:31.2998924Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_double_functorch_no_channels_last_cuda_float32 PASSED [0.0091s] [ 83%] 2025-08-26T21:59:31.2999060Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_expand_as_cuda_float32 PASSED [0.0106s] [ 83%] 2025-08-26T21:59:31.2999192Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_expand_cuda_float32 PASSED [0.0174s] [ 83%] 2025-08-26T21:59:31.2999333Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_fftshift_cuda_float32 PASSED [0.0114s] [ 83%] 2025-08-26T21:59:31.2999465Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_ifft2_cuda_float32 PASSED [0.0193s] [ 83%] 2025-08-26T21:59:31.2999599Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_ifft_cuda_float32 PASSED [0.0214s] [ 83%] 2025-08-26T21:59:31.2999827Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_ihfftn_cuda_float32 XFAIL [0.0038s] [ 83%] 2025-08-26T21:59:31.2999961Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_irfft_cuda_float32 PASSED [0.0210s] [ 83%] 2025-08-26T21:59:31.3000093Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_rfft_cuda_float32 PASSED [0.0199s] [ 83%] 2025-08-26T21:59:31.3000263Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fill_cuda_float32 XFAIL [0.0032s] [ 83%] 2025-08-26T21:59:31.3000393Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_flatten_cuda_float32 PASSED [0.0112s] [ 83%] 2025-08-26T21:59:31.3000523Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_flipud_cuda_float32 PASSED [0.0056s] [ 83%] 2025-08-26T21:59:31.3001512Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_gather_cuda_float32 PASSED [0.0258s] [ 83%] 2025-08-26T21:59:31.3001685Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_ge_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 83%] 2025-08-26T21:59:31.3001907Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_geqrf_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 83%] 2025-08-26T21:59:31.3002062Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_grid_sampler_3d_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 83%] 2025-08-26T21:59:31.3002249Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_gt_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 83%] 2025-08-26T21:59:31.3002430Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_hash_tensor_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 83%] 2025-08-26T21:59:31.3002611Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_heaviside_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 83%] 2025-08-26T21:59:31.3002739Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_hypot_cuda_float32 PASSED [0.0408s] [ 83%] 2025-08-26T21:59:31.3002866Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_i0_cuda_float32 PASSED [0.0123s] [ 83%] 2025-08-26T21:59:31.3003042Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_igamma_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 83%] 2025-08-26T21:59:31.3003179Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_index_fill_cuda_float32 XFAIL [0.0079s] [ 83%] 2025-08-26T21:59:31.3003327Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_index_put_functorch_cuda_float32 PASSED [0.0798s] [ 83%] 2025-08-26T21:59:31.3003473Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_index_reduce_amin_cuda_float32 XFAIL [0.0035s] [ 83%] 2025-08-26T21:59:31.3003654Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_isfinite_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 83%] 2025-08-26T21:59:31.3003831Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_isin_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 84%] 2025-08-26T21:59:31.3004006Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_isreal_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 84%] 2025-08-26T21:59:31.3004211Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_jiterator_2inputs_2outputs_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 84%] 2025-08-26T21:59:31.3004344Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_kthvalue_cuda_float32 PASSED [0.0223s] [ 84%] 2025-08-26T21:59:31.3004571Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_ldl_solve_cuda_float32 SKIPPED [0.0005s] (skipCUDAIfRocm: test doesn't currently work on the ROCm stack) [ 84%] 2025-08-26T21:59:31.3004716Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_lu_factor_cuda_float32 PASSED [0.1970s] [ 84%] 2025-08-26T21:59:31.3004865Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_matrix_power_cuda_float32 PASSED [0.1495s] [ 84%] 2025-08-26T21:59:31.3005915Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_matrix_rank_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 84%] 2025-08-26T21:59:31.3006079Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_solve_cuda_float32 PASSED [0.1769s] [ 84%] 2025-08-26T21:59:31.3006219Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_vander_cuda_float32 PASSED [0.0470s] [ 84%] 2025-08-26T21:59:31.3006358Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_vecdot_cuda_float32 PASSED [0.1650s] [ 84%] 2025-08-26T21:59:31.3006542Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linspace_cuda_float32 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 84%] 2025-08-26T21:59:31.3006706Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_log_softmax_cuda_float32 PASSED [0.0364s] [ 84%] 2025-08-26T21:59:31.3006857Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_log_softmax_with_dtype_cuda_float32 PASSED [0.0411s] [ 84%] 2025-08-26T21:59:31.3006989Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_logdet_cuda_float32 PASSED [0.0415s] [ 84%] 2025-08-26T21:59:31.3007184Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_logical_or_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 84%] 2025-08-26T21:59:31.3007353Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_lt_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 84%] 2025-08-26T21:59:31.3007486Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_lu_solve_cuda_float32 PASSED [0.8379s] [ 84%] 2025-08-26T21:59:31.3007622Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_amin_cuda_float32 PASSED [0.2313s] [ 84%] 2025-08-26T21:59:31.3007759Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_fill_cuda_float32 XFAIL [0.0074s] [ 84%] 2025-08-26T21:59:31.3007924Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_fill_functorch_Scalar_only_cuda_float32 PASSED [0.0192s] [ 84%] 2025-08-26T21:59:31.3008070Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_logaddexp_cuda_float32 PASSED [0.0833s] [ 84%] 2025-08-26T21:59:31.3008214Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_logsumexp_cuda_float32 PASSED [0.2857s] [ 84%] 2025-08-26T21:59:31.3008352Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_median_cuda_float32 PASSED [0.0519s] [ 84%] 2025-08-26T21:59:31.3008488Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_std_cuda_float32 PASSED [0.2585s] [ 84%] 2025-08-26T21:59:31.3008653Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_max_pool2d_with_indices_backward_cuda_float32 PASSED [3.3389s] [ 85%] 2025-08-26T21:59:31.3008781Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_mm_cuda_float32 PASSED [0.0176s] [ 85%] 2025-08-26T21:59:31.3008909Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_mv_cuda_float32 PASSED [0.0079s] [ 85%] 2025-08-26T21:59:31.3009977Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nansum_cuda_float32 PASSED [0.0694s] [ 85%] 2025-08-26T21:59:31.3010126Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_native_layer_norm_cuda_float32 PASSED [0.4632s] [ 85%] 2025-08-26T21:59:31.3010252Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_neg_cuda_float32 PASSED [0.0056s] [ 85%] 2025-08-26T21:59:31.3010404Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_cuda_float32 PASSED [0.8578s] [ 85%] 2025-08-26T21:59:31.3010573Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_stride_no_bias_cuda_float32 PASSED [0.0102s] [ 85%] 2025-08-26T21:59:31.3010741Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_stride_with_bias_cuda_float32 PASSED [0.0175s] [ 85%] 2025-08-26T21:59:31.3010966Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32 PASSED [0.0462s] [ 85%] 2025-08-26T21:59:31.3011117Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_ctc_loss_cuda_float32 XFAIL [0.0044s] [ 85%] 2025-08-26T21:59:31.3011272Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_embedding_bag_cuda_float32 XFAIL [0.0105s] [ 85%] 2025-08-26T21:59:31.3011425Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_embedding_cuda_float32 PASSED [0.0144s] [ 85%] 2025-08-26T21:59:31.3011618Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_gaussian_nll_loss_cuda_float32 XFAIL [0.0041s] [ 85%] 2025-08-26T21:59:31.3011774Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_hardshrink_cuda_float32 PASSED [0.0125s] [ 85%] 2025-08-26T21:59:31.3011926Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_hardswish_cuda_float32 PASSED [0.0093s] [ 85%] 2025-08-26T21:59:31.3012108Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_hinge_embedding_loss_cuda_float32 PASSED [0.0852s] [ 85%] 2025-08-26T21:59:31.3012271Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_interpolate_linear_cuda_float32 PASSED [0.0391s] [ 85%] 2025-08-26T21:59:31.3012420Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_kl_div_cuda_float32 PASSED [0.1082s] [ 85%] 2025-08-26T21:59:31.3012573Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_layer_norm_cuda_float32 PASSED [0.1241s] [ 85%] 2025-08-26T21:59:31.3012732Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_leaky_relu_cuda_float32 PASSED [0.0184s] [ 85%] 2025-08-26T21:59:31.3012890Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_max_unpool3d_cuda_float32 XFAIL [0.0036s] [ 85%] 2025-08-26T21:59:31.3013043Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_mse_loss_cuda_float32 PASSED [0.0427s] [ 85%] 2025-08-26T21:59:31.3013206Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_mse_loss_functorch_cuda_float32 PASSED [0.0645s] [ 85%] 2025-08-26T21:59:31.3014221Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_normalize_cuda_float32 PASSED [0.0373s] [ 85%] 2025-08-26T21:59:31.3014377Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_pad_circular_cuda_float32 PASSED [0.0340s] [ 85%] 2025-08-26T21:59:31.3014534Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_pixel_shuffle_cuda_float32 PASSED [0.0109s] [ 86%] 2025-08-26T21:59:31.3014692Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_pixel_unshuffle_cuda_float32 PASSED [0.0118s] [ 86%] 2025-08-26T21:59:31.3014842Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_prelu_cuda_float32 PASSED [0.0971s] [ 86%] 2025-08-26T21:59:31.3014992Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_rms_norm_cuda_float32 PASSED [0.0782s] [ 86%] 2025-08-26T21:59:31.3015147Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_tanhshrink_cuda_float32 PASSED [0.0087s] [ 86%] 2025-08-26T21:59:31.3015312Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nonzero_static_cuda_float32 SKIPPED [0.0005s] (Only runs on cpu) [ 86%] 2025-08-26T21:59:31.3015448Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_norm_fro_cuda_float32 PASSED [0.0094s] [ 86%] 2025-08-26T21:59:31.3015581Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_norm_inf_cuda_float32 PASSED [0.0133s] [ 86%] 2025-08-26T21:59:31.3015772Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_normal_in_place_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 86%] 2025-08-26T21:59:31.3016031Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 86%] 2025-08-26T21:59:31.3016187Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_ops_aten_index_put_functorch_cuda_float32 PASSED [0.7259s] [ 86%] 2025-08-26T21:59:31.3016321Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_pinverse_cuda_float32 PASSED [0.0688s] [ 86%] 2025-08-26T21:59:31.3016500Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_polygamma_polygamma_n_1_cuda_float32 PASSED [0.0213s] [ 86%] 2025-08-26T21:59:31.3016655Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_polygamma_polygamma_n_3_cuda_float32 PASSED [0.0208s] [ 86%] 2025-08-26T21:59:31.3016782Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_put_cuda_float32 XFAIL [0.0036s] [ 86%] 2025-08-26T21:59:31.3016937Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_remainder_cuda_float32 PASSED [0.0426s] [ 86%] 2025-08-26T21:59:31.3017084Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_repeat_interleave_cuda_float32 PASSED [0.0148s] [ 86%] 2025-08-26T21:59:31.3017266Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_resize__cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 86%] 2025-08-26T21:59:31.3017396Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_rot90_cuda_float32 PASSED [0.0660s] [ 86%] 2025-08-26T21:59:31.3018411Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_scatter_reduce_amax_cuda_float32 PASSED [0.2469s] [ 86%] 2025-08-26T21:59:31.3018558Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_scatter_reduce_sum_cuda_float32 PASSED [0.1696s] [ 86%] 2025-08-26T21:59:31.3018736Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_short_cuda_float32 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 86%] 2025-08-26T21:59:31.3018938Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_signal_windows_exponential_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 86%] 2025-08-26T21:59:31.3019143Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_signal_windows_general_cosine_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 86%] 2025-08-26T21:59:31.3019339Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_signal_windows_hamming_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 86%] 2025-08-26T21:59:31.3019537Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_signal_windows_nuttall_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 87%] 2025-08-26T21:59:31.3019744Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_sin_cuda_float32 PASSED [0.0043s] [ 87%] 2025-08-26T21:59:31.3019873Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_sinh_cuda_float32 PASSED [0.0042s] [ 87%] 2025-08-26T21:59:31.3020019Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_softmax_with_dtype_cuda_float32 PASSED [0.0440s] [ 87%] 2025-08-26T21:59:31.3020208Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_bessel_j1_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 87%] 2025-08-26T21:59:31.3020413Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_laguerre_polynomial_l_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 87%] 2025-08-26T21:59:31.3020621Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_legendre_polynomial_p_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 87%] 2025-08-26T21:59:31.3020855Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_modified_bessel_i0_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 87%] 2025-08-26T21:59:31.3021055Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_modified_bessel_k0_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 87%] 2025-08-26T21:59:31.3021273Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_shifted_chebyshev_polynomial_w_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 87%] 2025-08-26T21:59:31.3021475Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_spherical_bessel_j0_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 87%] 2025-08-26T21:59:31.3021696Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_zeta_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 87%] 2025-08-26T21:59:31.3021846Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_split_with_sizes_copy_cuda_float32 PASSED [0.0297s] [ 87%] 2025-08-26T21:59:31.3021997Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_std_mean_cuda_float32 PASSED [0.0639s] [ 87%] 2025-08-26T21:59:31.3022122Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_svd_cuda_float32 PASSED [1.8726s] [ 87%] 2025-08-26T21:59:31.3023185Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_tanh_cuda_float32 PASSED [0.0062s] [ 87%] 2025-08-26T21:59:31.3023325Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_tensor_split_cuda_float32 XFAIL [0.0032s] [ 87%] 2025-08-26T21:59:31.3023454Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_topk_cuda_float32 PASSED [0.0346s] [ 87%] 2025-08-26T21:59:31.3023722Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_torch_ops_aten__efficient_attention_forward_cuda_float32 SKIPPED [0.0006s] (Efficient attention on ROCM doesn't support custom_mask_type==2) [ 87%] 2025-08-26T21:59:31.3023866Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_transpose_copy_cuda_float32 XFAIL [0.0034s] [ 87%] 2025-08-26T21:59:31.3024000Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_trapezoid_cuda_float32 PASSED [0.0625s] [ 87%] 2025-08-26T21:59:31.3024129Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_tril_cuda_float32 PASSED [0.0160s] [ 87%] 2025-08-26T21:59:31.3024311Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_uniform_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 87%] 2025-08-26T21:59:31.3024452Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_unsafe_chunk_cuda_float32 PASSED [0.0574s] [ 87%] 2025-08-26T21:59:31.3024593Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_unsqueeze_copy_cuda_float32 XFAIL [0.0032s] [ 87%] 2025-08-26T21:59:31.3024726Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_view_as_cuda_float32 PASSED [0.0129s] [ 87%] 2025-08-26T21:59:31.3024843Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_hstack_cuda_float32 PASSED [0.0507s] [ 88%] 2025-08-26T21:59:31.3024957Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_hypot_cuda_float32 PASSED [0.0972s] [ 88%] 2025-08-26T21:59:31.3025120Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_igammac_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 88%] 2025-08-26T21:59:31.3025238Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_add_cuda_float32 PASSED [0.1829s] [ 88%] 2025-08-26T21:59:31.3025355Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_copy_cuda_float32 PASSED [0.0629s] [ 88%] 2025-08-26T21:59:31.3025483Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_reduce_prod_cuda_float32 XFAIL [0.0048s] [ 88%] 2025-08-26T21:59:31.3025594Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_inner_cuda_float32 PASSED [0.0248s] [ 88%] 2025-08-26T21:59:31.3025805Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_int_functorch_no_channels_last_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 88%] 2025-08-26T21:59:31.3025965Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_isreal_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 88%] 2025-08-26T21:59:31.3026122Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_item_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 88%] 2025-08-26T21:59:31.3026293Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_jiterator_unary_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 88%] 2025-08-26T21:59:31.3027295Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ldexp_cuda_float32 PASSED [0.0997s] [ 88%] 2025-08-26T21:59:31.3027449Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_le_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 88%] 2025-08-26T21:59:31.3027562Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_lerp_cuda_float32 PASSED [0.2607s] [ 88%] 2025-08-26T21:59:31.3027703Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_cholesky_cuda_float32 PASSED [0.0978s] [ 88%] 2025-08-26T21:59:31.3027823Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_cross_cuda_float32 PASSED [0.0321s] [ 88%] 2025-08-26T21:59:31.3027940Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_det_cuda_float32 PASSED [0.0681s] [ 88%] 2025-08-26T21:59:31.3028077Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_lstsq_grad_oriented_cuda_float32 PASSED [6.9697s] [ 88%] 2025-08-26T21:59:31.3028204Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_lu_factor_ex_cuda_float32 PASSED [0.2458s] [ 88%] 2025-08-26T21:59:31.3028329Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_multi_dot_cuda_float32 PASSED [0.3486s] [ 88%] 2025-08-26T21:59:31.3028461Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_norm_cuda_float32 Command took >30min, returning 124 2025-08-26T21:59:31.3028499Z Got exit code 124 2025-08-26T21:59:31.3028538Z Retrying single test... 2025-08-26T21:59:31.3028978Z /opt/conda/envs/py_3.12/lib/python3.12/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-26T21:59:31.3029016Z import pkg_resources 2025-08-26T21:59:31.3029164Z Test results will be stored in test-reports/python-pytest/functorch.test_ops/functorch.test_ops-10a96f72bbe5f0e7.xml 2025-08-26T21:59:31.3029227Z ============================= test session starts ============================== 2025-08-26T21:59:31.3029346Z platform linux -- Python 3.12.11, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.12/bin/python 2025-08-26T21:59:31.3029384Z cachedir: .pytest_cache 2025-08-26T21:59:31.3029541Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-08-26T21:59:31.3029590Z rootdir: /var/lib/jenkins/pytorch 2025-08-26T21:59:31.3029629Z configfile: pytest.ini 2025-08-26T21:59:31.3030777Z plugins: hypothesis-5.35.1, subtests-0.13.1, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, xdist-3.3.1, xdoctest-1.1.0, typeguard-4.3.0 2025-08-26T21:59:31.3030861Z collecting ... collected 10221 items / 2548 deselected / 7673 selected 2025-08-26T21:59:31.3031040Z stepcurrent: skipping 2263 already run items. Running only test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_norm_cuda_float32 2025-08-26T21:59:31.3031083Z Running 1 items in this shard 2025-08-26T21:59:31.3031087Z 2025-08-26T21:59:31.3031212Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_norm_cuda_float32 PASSED [1.1624s] [100%] 2025-08-26T21:59:31.3031215Z 2025-08-26T21:59:31.3031411Z - generated xml file: /var/lib/jenkins/pytorch/test/test-reports/python-pytest/functorch.test_ops/functorch.test_ops-10a96f72bbe5f0e7.xml - 2025-08-26T21:59:31.3031516Z ====================== 1 passed, 2548 deselected in 1.62s ====================== 2025-08-26T21:59:31.3031552Z Got exit code 0 2025-08-26T21:59:31.3031634Z Test succeeeded in new process, continuing with the rest of the tests 2025-08-26T21:59:31.3032054Z /opt/conda/envs/py_3.12/lib/python3.12/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-26T21:59:31.3032092Z import pkg_resources 2025-08-26T21:59:31.3032269Z Test results will be stored in test-reports/python-pytest/functorch.test_ops/functorch.test_ops-b1788e2590fe6c4e.xml 2025-08-26T21:59:31.3032327Z ============================= test session starts ============================== 2025-08-26T21:59:31.3032439Z platform linux -- Python 3.12.11, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.12/bin/python 2025-08-26T21:59:31.3032497Z cachedir: .pytest_cache 2025-08-26T21:59:31.3032653Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-08-26T21:59:31.3032697Z rootdir: /var/lib/jenkins/pytorch 2025-08-26T21:59:31.3032735Z configfile: pytest.ini 2025-08-26T21:59:31.3032893Z plugins: hypothesis-5.35.1, subtests-0.13.1, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, xdist-3.3.1, xdoctest-1.1.0, typeguard-4.3.0 2025-08-26T21:59:31.3032971Z collecting ... collected 10221 items / 2264 deselected / 7957 selected 2025-08-26T21:59:31.3033025Z stepcurrent: skipping 2264 already run items. 2025-08-26T21:59:31.3033939Z Running 285 items in this shard 2025-08-26T21:59:31.3033942Z 2025-08-26T21:59:31.3034080Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_pinv_hermitian_cuda_float32 PASSED [0.9486s] [ 0%] 2025-08-26T21:59:31.3034292Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_pinv_singular_cuda_float32 SKIPPED [0.0006s] (test is slow; run with PYTORCH_TEST_WITH_SLOW to enable test) [ 0%] 2025-08-26T21:59:31.3034420Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_solve_ex_cuda_float32 PASSED [0.4118s] [ 1%] 2025-08-26T21:59:31.3034550Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_vector_norm_cuda_float32 PASSED [0.8315s] [ 1%] 2025-08-26T21:59:31.3034714Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linspace_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 1%] 2025-08-26T21:59:31.3034828Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_log10_cuda_float32 PASSED [0.0256s] [ 2%] 2025-08-26T21:59:31.3034993Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_log_normal_cuda_float32 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 2%] 2025-08-26T21:59:31.3035115Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_log_softmax_cuda_float32 PASSED [0.0501s] [ 2%] 2025-08-26T21:59:31.3035235Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_logaddexp_cuda_float32 PASSED [0.1236s] [ 3%] 2025-08-26T21:59:31.3035428Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_long_functorch_no_channels_last_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 3%] 2025-08-26T21:59:31.3035539Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mH_cuda_float32 PASSED [0.0184s] [ 3%] 2025-08-26T21:59:31.3035660Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_amin_cuda_float32 PASSED [0.3643s] [ 4%] 2025-08-26T21:59:31.3035783Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_cumprod_cuda_float32 PASSED [0.1352s] [ 4%] 2025-08-26T21:59:31.3035911Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_logaddexp_cuda_float32 PASSED [0.1452s] [ 4%] 2025-08-26T21:59:31.3036031Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_norm_cuda_float32 PASSED [1.7769s] [ 5%] 2025-08-26T21:59:31.3036171Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_softmin_cuda_float32 PASSED [0.1038s] [ 5%] 2025-08-26T21:59:31.3036288Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_std_cuda_float32 PASSED [0.2602s] [ 5%] 2025-08-26T21:59:31.3036404Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_sum_cuda_float32 PASSED [0.3017s] [ 6%] 2025-08-26T21:59:31.3036521Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_matrix_exp_cuda_float32 PASSED [0.0636s] [ 6%] 2025-08-26T21:59:31.3036654Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_max_reduction_with_dim_cuda_float32 PASSED [0.0253s] [ 7%] 2025-08-26T21:59:31.3036764Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mean_cuda_float32 PASSED [0.0719s] [ 7%] 2025-08-26T21:59:31.3037774Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_median_cuda_float32 PASSED [0.0610s] [ 7%] 2025-08-26T21:59:31.3037915Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_meshgrid_variadic_tensors_cuda_float32 PASSED [1.1648s] [ 8%] 2025-08-26T21:59:31.3038059Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_min_reduction_no_dim_cuda_float32 PASSED [0.0115s] [ 8%] 2025-08-26T21:59:31.3038169Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mode_cuda_float32 PASSED [0.0583s] [ 8%] 2025-08-26T21:59:31.3038284Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_movedim_cuda_float32 PASSED [0.0100s] [ 9%] 2025-08-26T21:59:31.3038395Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mul_cuda_float32 PASSED [0.0853s] [ 9%] 2025-08-26T21:59:31.3038504Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mv_cuda_float32 PASSED [0.0691s] [ 9%] 2025-08-26T21:59:31.3038661Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ne_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 10%] 2025-08-26T21:59:31.3038825Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_new_empty_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 10%] 2025-08-26T21:59:31.3039000Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_new_empty_strided_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 10%] 2025-08-26T21:59:31.3039163Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_new_full_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 11%] 2025-08-26T21:59:31.3039325Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_new_zeros_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 11%] 2025-08-26T21:59:31.3039477Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_adaptive_max_pool1d_cuda_float32 PASSED [0.0382s] [ 11%] 2025-08-26T21:59:31.3039626Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_adaptive_max_pool2d_cuda_float32 PASSED [0.0942s] [ 12%] 2025-08-26T21:59:31.3039838Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_bilinear_cuda_float32 PASSED [1.7195s] [ 12%] 2025-08-26T21:59:31.3039985Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_channel_shuffle_cuda_float32 PASSED [0.0131s] [ 12%] 2025-08-26T21:59:31.3040298Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv2d_cuda_float32 MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback AI] Solver , workspace required: 2400, provided ptr: 0x7fb80ae01000 size: 1024 2025-08-26T21:59:31.3040480Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 2400, provided ptr: 0x7fb80ae01000 size: 1024 2025-08-26T21:59:31.3040668Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback AI] Solver , workspace required: 2400, provided ptr: 0x7fb80ae01000 size: 1024 2025-08-26T21:59:31.3040846Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 2400, provided ptr: 0x7fb80ae01000 size: 1024 2025-08-26T21:59:31.3041044Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback AI] Solver , workspace required: 2400, provided ptr: 0x7fb80ae01600 size: 1024 2025-08-26T21:59:31.3042152Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 2400, provided ptr: 0x7fb80ae01600 size: 1024 2025-08-26T21:59:31.3042338Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback AI] Solver , workspace required: 4800, provided ptr: 0x7fb80ae03400 size: 1536 2025-08-26T21:59:31.3042512Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 4800, provided ptr: 0x7fb80ae03400 size: 1536 2025-08-26T21:59:31.3042707Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback AI] Solver , workspace required: 4800, provided ptr: 0x7fb80ae03400 size: 1536 2025-08-26T21:59:31.3042933Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 4800, provided ptr: 0x7fb80ae03400 size: 1536 2025-08-26T21:59:31.3043117Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback AI] Solver , workspace required: 2400, provided ptr: 0x7fb80ae03600 size: 1536 2025-08-26T21:59:31.3043313Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 2400, provided ptr: 0x7fb80ae03600 size: 1536 2025-08-26T21:59:31.3043495Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback AI] Solver , workspace required: 2400, provided ptr: 0x7fb80ae03600 size: 1536 2025-08-26T21:59:31.3043671Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 2400, provided ptr: 0x7fb80ae03600 size: 1536 2025-08-26T21:59:31.3043857Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback AI] Solver , workspace required: 2400, provided ptr: 0x7fb80ae02a00 size: 1024 2025-08-26T21:59:31.3044033Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 2400, provided ptr: 0x7fb80ae02a00 size: 1024 2025-08-26T21:59:31.3044230Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback AI] Solver , workspace required: 2400, provided ptr: 0x7fb80ae05000 size: 1024 2025-08-26T21:59:31.3044417Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 2400, provided ptr: 0x7fb80ae05000 size: 1024 2025-08-26T21:59:31.3044454Z PASSED [1.2074s] [ 13%] 2025-08-26T21:59:31.3044602Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv2d_no_bias_cuda_float32 PASSED [0.0189s] [ 13%] 2025-08-26T21:59:31.3044754Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_cosine_similarity_cuda_float32 PASSED [0.1444s] [ 14%] 2025-08-26T21:59:31.3044915Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_dropout3d_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 14%] 2025-08-26T21:59:31.3045043Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_elu_cuda_float32 PASSED [0.0184s] [ 14%] 2025-08-26T21:59:31.3045197Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_embedding_functorch_cuda_float32 PASSED [0.0794s] [ 15%] 2025-08-26T21:59:31.3045340Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_grid_sample_cuda_float32 PASSED [0.3131s] [ 15%] 2025-08-26T21:59:31.3045481Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_hardsigmoid_cuda_float32 PASSED [0.0181s] [ 15%] 2025-08-26T21:59:31.3046483Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_hardswish_cuda_float32 PASSED [0.0225s] [ 16%] 2025-08-26T21:59:31.3046628Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_instance_norm_cuda_float32 PASSED [0.0585s] [ 16%] 2025-08-26T21:59:31.3046775Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_interpolate_area_cuda_float32 PASSED [0.0918s] [ 16%] 2025-08-26T21:59:31.3046925Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_interpolate_bicubic_cuda_float32 PASSED [0.0899s] [ 17%] 2025-08-26T21:59:31.3047094Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_interpolate_nearest_cuda_float32 PASSED [0.0872s] [ 17%] 2025-08-26T21:59:31.3047252Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_interpolate_trilinear_cuda_float32 PASSED [0.0912s] [ 17%] 2025-08-26T21:59:31.3047392Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_leaky_relu_cuda_float32 PASSED [0.0378s] [ 18%] 2025-08-26T21:59:31.3047532Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_max_unpool2d_cuda_float32 XFAIL [0.2856s] [ 18%] 2025-08-26T21:59:31.3047678Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_max_unpool2d_grad_cuda_float32 XFAIL [0.0551s] [ 18%] 2025-08-26T21:59:31.3047883Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_multi_head_attention_forward_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 19%] 2025-08-26T21:59:31.3048022Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_pad_constant_cuda_float32 PASSED [0.1615s] [ 19%] 2025-08-26T21:59:31.3048174Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_pad_reflect_cuda_float32 PASSED [0.0490s] [ 20%] 2025-08-26T21:59:31.3048325Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_pad_replicate_negative_cuda_float32 PASSED [0.0295s] [ 20%] 2025-08-26T21:59:31.3048468Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_pixel_unshuffle_cuda_float32 PASSED [0.0163s] [ 20%] 2025-08-26T21:59:31.3048614Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_rrelu_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 21%] 2025-08-26T21:59:31.3048788Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_scaled_dot_product_attention_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 21%] 2025-08-26T21:59:31.3048936Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_softmin_with_dtype_cuda_float32 PASSED [0.0294s] [ 21%] 2025-08-26T21:59:31.3049074Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_softshrink_cuda_float32 PASSED [0.0242s] [ 22%] 2025-08-26T21:59:31.3049224Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nonzero_static_cuda_float32 SKIPPED [0.0005s] (Only runs on cpu) [ 22%] 2025-08-26T21:59:31.3049450Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 22%] 2025-08-26T21:59:31.3049575Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_permute_copy_cuda_float32 PASSED [0.0174s] [ 23%] 2025-08-26T21:59:31.3050693Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_pinverse_cuda_float32 PASSED [0.0628s] [ 23%] 2025-08-26T21:59:31.3050813Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_positive_cuda_float32 PASSED [0.0058s] [ 23%] 2025-08-26T21:59:31.3050924Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_qr_cuda_float32 PASSED [0.4427s] [ 24%] 2025-08-26T21:59:31.3051089Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_rand_like_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 24%] 2025-08-26T21:59:31.3051255Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_randint_like_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 24%] 2025-08-26T21:59:31.3051375Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_reciprocal_cuda_float32 PASSED [0.0120s] [ 25%] 2025-08-26T21:59:31.3051537Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_resize_as__cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 25%] 2025-08-26T21:59:31.3051665Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_round_decimals_0_cuda_float32 PASSED [0.0113s] [ 25%] 2025-08-26T21:59:31.3051779Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_rsqrt_cuda_float32 PASSED [0.0122s] [ 26%] 2025-08-26T21:59:31.3051938Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_short_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 26%] 2025-08-26T21:59:31.3052153Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_bartlett_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 27%] 2025-08-26T21:59:31.3052335Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_blackman_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 27%] 2025-08-26T21:59:31.3052515Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_gaussian_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 27%] 2025-08-26T21:59:31.3052704Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_general_hamming_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 28%] 2025-08-26T21:59:31.3052921Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_hamming_cuda_float32 SKIPPED [0.0009s] (Skipped! Autograd not supported.) [ 28%] 2025-08-26T21:59:31.3053083Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signbit_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 28%] 2025-08-26T21:59:31.3053215Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sin_cuda_float32 PASSED [0.0167s] [ 29%] 2025-08-26T21:59:31.3053326Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sinc_cuda_float32 PASSED [0.0144s] [ 29%] 2025-08-26T21:59:31.3053435Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sinh_cuda_float32 PASSED [0.0147s] [ 29%] 2025-08-26T21:59:31.3053566Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_softmax_with_dtype_cuda_float32 PASSED [0.0287s] [ 30%] 2025-08-26T21:59:31.3053735Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_airy_ai_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 30%] 2025-08-26T21:59:31.3054790Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_chebyshev_polynomial_t_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 30%] 2025-08-26T21:59:31.3054981Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_chebyshev_polynomial_u_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 31%] 2025-08-26T21:59:31.3055173Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_chebyshev_polynomial_w_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 31%] 2025-08-26T21:59:31.3055296Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_erfcx_cuda_float32 PASSED [0.0132s] [ 31%] 2025-08-26T21:59:31.3055485Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_hermite_polynomial_he_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 32%] 2025-08-26T21:59:31.3055605Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_i0e_cuda_float32 PASSED [0.0113s] [ 32%] 2025-08-26T21:59:31.3055725Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_i1_cuda_float32 PASSED [0.0161s] [ 32%] 2025-08-26T21:59:31.3055845Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_i1e_cuda_float32 PASSED [0.0156s] [ 33%] 2025-08-26T21:59:31.3055973Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_log_ndtr_cuda_float32 PASSED [0.0155s] [ 33%] 2025-08-26T21:59:31.3056157Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_modified_bessel_k0_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 34%] 2025-08-26T21:59:31.3056280Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_ndtri_cuda_float32 PASSED [0.0135s] [ 34%] 2025-08-26T21:59:31.3056472Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_scaled_modified_bessel_k0_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 34%] 2025-08-26T21:59:31.3056674Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_shifted_chebyshev_polynomial_t_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 35%] 2025-08-26T21:59:31.3056788Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_split_cuda_float32 PASSED [0.0188s] [ 35%] 2025-08-26T21:59:31.3056933Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_split_list_args_cuda_float32 PASSED [0.0419s] [ 35%] 2025-08-26T21:59:31.3057045Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sqrt_cuda_float32 PASSED [0.0061s] [ 36%] 2025-08-26T21:59:31.3057167Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_squeeze_copy_cuda_float32 PASSED [0.0303s] [ 36%] 2025-08-26T21:59:31.3057283Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_squeeze_cuda_float32 PASSED [0.0285s] [ 36%] 2025-08-26T21:59:31.3057409Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_squeeze_multiple_cuda_float32 PASSED [0.0212s] [ 37%] 2025-08-26T21:59:31.3057519Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_std_cuda_float32 PASSED [0.0460s] [ 37%] 2025-08-26T21:59:31.3057668Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_std_mean_cuda_float32 PASSED [0.0916s] [ 37%] 2025-08-26T21:59:31.3058655Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_std_mean_unbiased_cuda_float32 PASSED [0.0185s] [ 38%] 2025-08-26T21:59:31.3058781Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_t_cuda_float32 PASSED [0.0109s] [ 38%] 2025-08-26T21:59:31.3058937Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_torch_ops_aten__safe_softmax_default_cuda_float32 PASSED [0.0316s] [ 38%] 2025-08-26T21:59:31.3059054Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_transpose_cuda_float32 PASSED [0.0240s] [ 39%] 2025-08-26T21:59:31.3059171Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_trapezoid_cuda_float32 PASSED [0.0767s] [ 39%] 2025-08-26T21:59:31.3059282Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_trapz_cuda_float32 PASSED [0.0765s] [ 40%] 2025-08-26T21:59:31.3059392Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_tril_cuda_float32 PASSED [0.0250s] [ 40%] 2025-08-26T21:59:31.3059503Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_zero__cuda_float32 PASSED [0.0113s] [ 40%] 2025-08-26T21:59:31.3059761Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_zeros_like_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 41%] 2025-08-26T21:59:31.3059934Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_NumpyCubeNotComposableAutogradFunction_cuda_float32 XFAIL [0.0049s] [ 41%] 2025-08-26T21:59:31.3060082Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_SelectAutogradFunction_cuda_float32 PASSED [0.0195s] [ 41%] 2025-08-26T21:59:31.3060250Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ZeroGradientsGenVmapAutogradFunction_cuda_float32 PASSED [0.2144s] [ 42%] 2025-08-26T21:59:31.3060370Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp___rdiv___cuda_float32 PASSED [0.7388s] [ 42%] 2025-08-26T21:59:31.3060512Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp__batch_norm_with_update_cuda_float32 XFAIL [0.0089s] [ 42%] 2025-08-26T21:59:31.3060717Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp__segment_reduce_lengths_cuda_float32 SKIPPED [0.0011s] (Skipped! Operation does not support gradgrad) [ 43%] 2025-08-26T21:59:31.3060854Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp__unsafe_masked_index_cuda_float32 PASSED [0.1654s] [ 43%] 2025-08-26T21:59:31.3060976Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_addbmm_cuda_float32 PASSED [2.9208s] [ 43%] 2025-08-26T21:59:31.3061096Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_addcdiv_cuda_float32 PASSED [5.3212s] [ 44%] 2025-08-26T21:59:31.3061265Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_argsort_cuda_float32 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 44%] 2025-08-26T21:59:31.3061394Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_as_strided_copy_cuda_float32 XFAIL [0.0214s] [ 44%] 2025-08-26T21:59:31.3061540Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_as_strided_partial_views_cuda_float32 XFAIL [0.0070s] [ 45%] 2025-08-26T21:59:31.3061657Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_asin_cuda_float32 PASSED [0.0248s] [ 45%] 2025-08-26T21:59:31.3062664Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_atleast_3d_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 45%] 2025-08-26T21:59:31.3062821Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_block_diag_cuda_float32 PASSED [1.3174s] [ 46%] 2025-08-26T21:59:31.3063002Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_broadcast_shapes_cuda_float32 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 46%] 2025-08-26T21:59:31.3063237Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cat_cuda_float32 PASSED [0.5053s] [ 47%] 2025-08-26T21:59:31.3063416Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cdist_cuda_float32 SKIPPED [0.0012s] (Skipped! Operation does not support gradgrad) [ 47%] 2025-08-26T21:59:31.3063575Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_chalf_cuda_float32 XFAIL [0.0633s] [ 47%] 2025-08-26T21:59:31.3063696Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_clamp_min_cuda_float32 PASSED [0.6080s] [ 48%] 2025-08-26T21:59:31.3063815Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_complex_cuda_float32 PASSED [0.6366s] [ 48%] 2025-08-26T21:59:31.3063946Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cos_cuda_float32 PASSED [0.0387s] [ 48%] 2025-08-26T21:59:31.3064060Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cross_cuda_float32 PASSED [0.2263s] [ 49%] 2025-08-26T21:59:31.3064176Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cummax_cuda_float32 PASSED [0.0419s] [ 49%] 2025-08-26T21:59:31.3064292Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cumprod_cuda_float32 PASSED [0.3855s] [ 49%] 2025-08-26T21:59:31.3064429Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cumulative_trapezoid_cuda_float32 PASSED [0.7151s] [ 50%] 2025-08-26T21:59:31.3064553Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_diag_embed_cuda_float32 PASSED [0.1922s] [ 50%] 2025-08-26T21:59:31.3064672Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_digamma_cuda_float32 PASSED [0.0360s] [ 50%] 2025-08-26T21:59:31.3064804Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_div_floor_rounding_cuda_float32 PASSED [0.5717s] [ 51%] 2025-08-26T21:59:31.3064937Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_div_trunc_rounding_cuda_float32 PASSED [0.5599s] [ 51%] 2025-08-26T21:59:31.3065050Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_dot_cuda_float32 PASSED [0.0817s] [ 51%] 2025-08-26T21:59:31.3065166Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_double_cuda_float32 XFAIL [0.0527s] [ 52%] 2025-08-26T21:59:31.3065282Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_einsum_cuda_float32 PASSED [0.7421s] [ 52%] 2025-08-26T21:59:31.3065459Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_empty_permuted_cuda_float32 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 52%] 2025-08-26T21:59:31.3066502Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_empty_strided_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 53%] 2025-08-26T21:59:31.3066622Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_exp_cuda_float32 PASSED [0.0367s] [ 53%] 2025-08-26T21:59:31.3066743Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_expand_as_cuda_float32 PASSED [0.0386s] [ 54%] 2025-08-26T21:59:31.3066860Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_expand_cuda_float32 PASSED [0.1134s] [ 54%] 2025-08-26T21:59:31.3067018Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_eye_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 54%] 2025-08-26T21:59:31.3067139Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_fft2_cuda_float32 PASSED [2.5993s] [ 55%] 2025-08-26T21:59:31.3067259Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_hfft2_cuda_float32 PASSED [4.8155s] [ 55%] 2025-08-26T21:59:31.3067379Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_ifftn_cuda_float32 PASSED [1.1109s] [ 55%] 2025-08-26T21:59:31.3067499Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_ihfft2_cuda_float32 PASSED [0.3238s] [ 56%] 2025-08-26T21:59:31.3067639Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_irfft_cuda_float32 PASSED [0.9479s] [ 56%] 2025-08-26T21:59:31.3067811Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_floor_divide_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 56%] 2025-08-26T21:59:31.3067927Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fmod_cuda_float32 PASSED [0.6655s] [ 57%] 2025-08-26T21:59:31.3068095Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_hash_tensor_cuda_float32 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 57%] 2025-08-26T21:59:31.3068285Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_histc_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 57%] 2025-08-26T21:59:31.3068401Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_hstack_cuda_float32 PASSED [0.8446s] [ 58%] 2025-08-26T21:59:31.3068534Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_index_reduce_amax_cuda_float32 PASSED [0.7748s] [ 58%] 2025-08-26T21:59:31.3068679Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_index_reduce_amin_cuda_float32 PASSED [0.7211s] [ 58%] 2025-08-26T21:59:31.3068805Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_index_select_cuda_float32 PASSED [0.0419s] [ 59%] 2025-08-26T21:59:31.3068920Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_inner_cuda_float32 PASSED [0.1614s] [ 59%] 2025-08-26T21:59:31.3069086Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_isfinite_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 60%] 2025-08-26T21:59:31.3069247Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_item_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 60%] 2025-08-26T21:59:31.3070359Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_jiterator_binary_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 60%] 2025-08-26T21:59:31.3070556Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_jiterator_binary_return_by_ref_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 61%] 2025-08-26T21:59:31.3070717Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_le_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 61%] 2025-08-26T21:59:31.3070847Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_cholesky_cuda_float32 PASSED [0.3732s] [ 61%] 2025-08-26T21:59:31.3070973Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_cond_cuda_float32 PASSED [0.1158s] [ 62%] 2025-08-26T21:59:31.3071096Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_det_cuda_float32 PASSED [0.3376s] [ 62%] 2025-08-26T21:59:31.3071229Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_diagonal_cuda_float32 PASSED [0.1859s] [ 62%] 2025-08-26T21:59:31.3071353Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_eig_cuda_float32 PASSED [0.7577s] [ 63%] 2025-08-26T21:59:31.3071486Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_eigvalsh_cuda_float32 PASSED [0.1499s] [ 63%] 2025-08-26T21:59:31.3071668Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_ldl_factor_cuda_float32 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 63%] 2025-08-26T21:59:31.3071798Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_lu_solve_cuda_float32 PASSED [17.2307s] [ 64%] 2025-08-26T21:59:31.3071932Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_matrix_power_cuda_float32 PASSED [0.4299s] [ 64%] 2025-08-26T21:59:31.3072125Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_matrix_rank_hermitian_cuda_float32 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 64%] 2025-08-26T21:59:31.3072281Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_norm_subgradients_at_zero_cuda_float32 PASSED [1.3853s] [ 65%] 2025-08-26T21:59:31.3072406Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_pinv_cuda_float32 PASSED [0.8580s] [ 65%] 2025-08-26T21:59:31.3072572Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_svdvals_cuda_float32 PASSED [0.7128s] [ 65%] 2025-08-26T21:59:31.3072688Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_log_cuda_float32 PASSED [0.0373s] [ 66%] 2025-08-26T21:59:31.3072809Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_log_softmax_cuda_float32 PASSED [0.0997s] [ 66%] 2025-08-26T21:59:31.3072935Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_logcumsumexp_cuda_float32 PASSED [0.1560s] [ 67%] 2025-08-26T21:59:31.3073051Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_logdet_cuda_float32 PASSED [0.1879s] [ 67%] 2025-08-26T21:59:31.3073209Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_logsumexp_cuda_float32 PASSED [0.2545s] [ 67%] 2025-08-26T21:59:31.3074263Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_long_functorch_no_channels_last_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 68%] 2025-08-26T21:59:31.3074397Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_lu_cuda_float32 PASSED [1.2262s] [ 68%] 2025-08-26T21:59:31.3074517Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_lu_solve_cuda_float32 PASSED [4.0095s] [ 68%] 2025-08-26T21:59:31.3074646Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_logsumexp_cuda_float32 PASSED [1.4959s] [ 69%] 2025-08-26T21:59:31.3074772Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_median_cuda_float32 PASSED [0.2689s] [ 69%] 2025-08-26T21:59:31.3074906Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_max_reduction_no_dim_cuda_float32 PASSED [0.0319s] [ 69%] 2025-08-26T21:59:31.3075046Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_max_reduction_with_dim_cuda_float32 PASSED [0.0548s] [ 70%] 2025-08-26T21:59:31.3075184Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_mvlgamma_mvlgamma_p_5_cuda_float32 PASSED [0.1676s] [ 70%] 2025-08-26T21:59:31.3075308Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nanquantile_cuda_float32 PASSED [4.3951s] [ 70%] 2025-08-26T21:59:31.3075484Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_narrow_copy_cuda_float32 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 71%] 2025-08-26T21:59:31.3075655Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_new_zeros_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 71%] 2025-08-26T21:59:31.3075808Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_adaptive_avg_pool3d_cuda_float32 PASSED [0.1626s] [ 71%] 2025-08-26T21:59:31.3075960Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_adaptive_max_pool1d_cuda_float32 PASSED [0.1213s] [ 72%] 2025-08-26T21:59:31.3076109Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_channel_shuffle_cuda_float32 PASSED [0.0422s] [ 72%] 2025-08-26T21:59:31.3076245Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv1d_cuda_float32 PASSED [3.7668s] [ 72%] 2025-08-26T21:59:31.3076564Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv2d_cuda_float32 MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback AI] Solver , workspace required: 2400, provided ptr: 0x7fb715807c00 size: 1024 2025-08-26T21:59:31.3076745Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 2400, provided ptr: 0x7fb715807c00 size: 1024 2025-08-26T21:59:31.3076932Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback AI] Solver , workspace required: 2400, provided ptr: 0x7fb715801800 size: 1536 2025-08-26T21:59:31.3077111Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 2400, provided ptr: 0x7fb715801800 size: 1536 2025-08-26T21:59:31.3077296Z MIOpen(HIP): Warning [IsEnoughWorkspace] [GetSolutionsFallback AI] Solver , workspace required: 2400, provided ptr: 0x7fb715809000 size: 1024 2025-08-26T21:59:31.3077497Z MIOpen(HIP): Warning [IsEnoughWorkspace] [EvaluateInvokers] Solver , workspace required: 2400, provided ptr: 0x7fb715809000 size: 1024 2025-08-26T21:59:31.3077536Z PASSED [14.1514s] [ 73%] 2025-08-26T21:59:31.3078552Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_cosine_similarity_cuda_float32 PASSED [1.5521s] [ 73%] 2025-08-26T21:59:31.3078695Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_embedding_cuda_float32 PASSED [0.0452s] [ 74%] 2025-08-26T21:59:31.3078884Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_feature_alpha_dropout_with_train_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 74%] 2025-08-26T21:59:31.3079047Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_gelu_cuda_float32 PASSED [0.1636s] [ 74%] 2025-08-26T21:59:31.3079191Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_hardshrink_cuda_float32 PASSED [0.0812s] [ 75%] 2025-08-26T21:59:31.3079344Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_hardswish_cuda_float32 PASSED [0.0573s] [ 75%] 2025-08-26T21:59:31.3079499Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_hinge_embedding_loss_cuda_float32 PASSED [0.9589s] [ 75%] 2025-08-26T21:59:31.3079634Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_l1_loss_cuda_float32 PASSED [0.5771s] [ 76%] 2025-08-26T21:59:31.3079853Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_logsigmoid_cuda_float32 PASSED [0.0549s] [ 76%] 2025-08-26T21:59:31.3079998Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_max_unpool3d_cuda_float32 PASSED [1.4747s] [ 76%] 2025-08-26T21:59:31.3080145Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_pad_circular_cuda_float32 PASSED [0.1648s] [ 77%] 2025-08-26T21:59:31.3080295Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_pixel_unshuffle_cuda_float32 PASSED [0.0563s] [ 77%] 2025-08-26T21:59:31.3080429Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_relu6_cuda_float32 PASSED [0.0420s] [ 77%] 2025-08-26T21:59:31.3080671Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_scaled_dot_product_attention_cuda_float32 SKIPPED [0.0006s] (skipIfRocm: test doesn't currently work on the ROCm stack) [ 78%] 2025-08-26T21:59:31.3080804Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_silu_cuda_float32 PASSED [0.0678s] [ 78%] 2025-08-26T21:59:31.3080950Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_smooth_l1_loss_cuda_float32 PASSED [1.0248s] [ 78%] 2025-08-26T21:59:31.3081105Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_triplet_margin_loss_cuda_float32 PASSED [4.1065s] [ 79%] 2025-08-26T21:59:31.3081239Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_unfold_cuda_float32 PASSED [1.7550s] [ 79%] 2025-08-26T21:59:31.3081393Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_upsample_bilinear_cuda_float32 PASSED [0.0625s] [ 80%] 2025-08-26T21:59:31.3081510Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_norm_cuda_float32 PASSED [0.8430s] [ 80%] 2025-08-26T21:59:31.3081687Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_normal_in_place_cuda_float32 SKIPPED [0.0012s] (Skipped! Autograd not supported.) [ 80%] 2025-08-26T21:59:31.3082704Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_normal_number_mean_cuda_float32 SKIPPED [0.0001s] (Skipped!) [ 81%] 2025-08-26T21:59:31.3082850Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ops_aten_index_put_functorch_cuda_float32 PASSED [1.7349s] [ 81%] 2025-08-26T21:59:31.3082982Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ormqr_cuda_float32 SKIPPED [0.0002s] (Skipped!) [ 81%] 2025-08-26T21:59:31.3083103Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_pinverse_cuda_float32 PASSED [0.2890s] [ 82%] 2025-08-26T21:59:31.3083281Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_polygamma_polygamma_n_1_cuda_float32 PASSED [0.1386s] [ 82%] 2025-08-26T21:59:31.3083420Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_polygamma_polygamma_n_4_cuda_float32 PASSED [0.1368s] [ 82%] 2025-08-26T21:59:31.3083540Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_positive_cuda_float32 PASSED [0.0141s] [ 83%] 2025-08-26T21:59:31.3083655Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_pow_cuda_float32 PASSED [1.0044s] [ 83%] 2025-08-26T21:59:31.3083825Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_randn_like_cuda_float32 SKIPPED [0.0013s] (Skipped! Autograd not supported.) [ 83%] 2025-08-26T21:59:31.3083974Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ravel_cuda_float32 PASSED [0.0424s] [ 84%] 2025-08-26T21:59:31.3084099Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_reciprocal_cuda_float32 PASSED [0.0436s] [ 84%] 2025-08-26T21:59:31.3084219Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_remainder_cuda_float32 PASSED [0.6818s] [ 84%] 2025-08-26T21:59:31.3084360Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_reshape_as_cuda_float32 PASSED [0.0546s] [ 85%] 2025-08-26T21:59:31.3084524Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_resize__cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 85%] 2025-08-26T21:59:31.3084654Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_round_decimals_3_cuda_float32 PASSED [0.0355s] [ 85%] 2025-08-26T21:59:31.3084770Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_rsqrt_cuda_float32 PASSED [0.0448s] [ 86%] 2025-08-26T21:59:31.3084905Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_scatter_reduce_amax_cuda_float32 PASSED [1.9791s] [ 86%] 2025-08-26T21:59:31.3085021Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_select_cuda_float32 PASSED [0.0773s] [ 87%] 2025-08-26T21:59:31.3085210Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_signal_windows_gaussian_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 87%] 2025-08-26T21:59:31.3085391Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_signal_windows_hann_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 87%] 2025-08-26T21:59:31.3085525Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sparse_sampled_addmm_cuda_float32 XFAIL [0.0147s] [ 88%] 2025-08-26T21:59:31.3086559Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_bessel_j0_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 88%] 2025-08-26T21:59:31.3086738Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_bessel_y0_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 88%] 2025-08-26T21:59:31.3086933Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_chebyshev_polynomial_t_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 89%] 2025-08-26T21:59:31.3087130Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_chebyshev_polynomial_u_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 89%] 2025-08-26T21:59:31.3087325Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_chebyshev_polynomial_v_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 89%] 2025-08-26T21:59:31.3087454Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_i0e_cuda_float32 PASSED [0.0441s] [ 90%] 2025-08-26T21:59:31.3087645Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_modified_bessel_i1_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 90%] 2025-08-26T21:59:31.3087778Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_ndtri_cuda_float32 PASSED [0.0436s] [ 90%] 2025-08-26T21:59:31.3087988Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_shifted_chebyshev_polynomial_u_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 91%] 2025-08-26T21:59:31.3088194Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_spherical_bessel_j0_cuda_float32 SKIPPED [0.0011s] (Skipped! Autograd not supported.) [ 91%] 2025-08-26T21:59:31.3088364Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_zeta_cuda_float32 SKIPPED [0.0010s] (Skipped! Autograd not supported.) [ 91%] 2025-08-26T21:59:31.3088481Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_split_cuda_float32 PASSED [0.0839s] [ 92%] 2025-08-26T21:59:31.3088612Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_split_list_args_cuda_float32 PASSED [0.2090s] [ 92%] 2025-08-26T21:59:31.3088738Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_squeeze_copy_cuda_float32 PASSED [0.1044s] [ 92%] 2025-08-26T21:59:31.3088879Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_squeeze_cuda_float32 PASSED [0.1015s] [ 93%] 2025-08-26T21:59:31.3088996Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_std_cuda_float32 PASSED [0.2194s] [ 93%] 2025-08-26T21:59:31.3089138Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sum_to_size_cuda_float32 PASSED [0.2013s] [ 94%] 2025-08-26T21:59:31.3089253Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_svd_cuda_float32 PASSED [10.8946s] [ 94%] 2025-08-26T21:59:31.3089368Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_t_copy_cuda_float32 PASSED [0.0412s] [ 94%] 2025-08-26T21:59:31.3089483Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_tile_cuda_float32 PASSED [0.3124s] [ 95%] 2025-08-26T21:59:31.3089596Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_trace_cuda_float32 PASSED [0.0166s] [ 95%] 2025-08-26T21:59:31.3090712Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_transpose_copy_cuda_float32 PASSED [0.1036s] [ 95%] 2025-08-26T21:59:31.3090837Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_trapezoid_cuda_float32 PASSED [0.6775s] [ 96%] 2025-08-26T21:59:31.3090968Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_triangular_solve_cuda_float32 PASSED [2.6851s] [ 96%] 2025-08-26T21:59:31.3091086Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_triu_cuda_float32 PASSED [0.1005s] [ 96%] 2025-08-26T21:59:31.3091212Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_true_divide_cuda_float32 PASSED [0.7639s] [ 97%] 2025-08-26T21:59:31.3091339Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unsafe_chunk_cuda_float32 PASSED [0.7196s] [ 97%] 2025-08-26T21:59:31.3091466Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unsqueeze_copy_cuda_float32 PASSED [0.1285s] [ 97%] 2025-08-26T21:59:31.3091586Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unsqueeze_cuda_float32 PASSED [0.1148s] [ 98%] 2025-08-26T21:59:31.3091706Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_var_mean_cuda_float32 PASSED [0.4049s] [ 98%] 2025-08-26T21:59:31.3091825Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_view_copy_cuda_float32 PASSED [0.0875s] [ 98%] 2025-08-26T21:59:31.3091942Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_xlogy_cuda_float32 PASSED [0.7555s] [ 99%] 2025-08-26T21:59:31.3092094Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_NumpyCubeAutogradFunction_cuda_float32 PASSED [0.0753s] [ 99%] 2025-08-26T21:59:31.3092238Z functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_SelectAutogradFunction_cuda_float32 PASSED [0.0176s] [100%] 2025-08-26T21:59:31.3092241Z 2025-08-26T21:59:31.3092436Z - generated xml file: /var/lib/jenkins/pytorch/test/test-reports/python-pytest/functorch.test_ops/functorch.test_ops-b1788e2590fe6c4e.xml - 2025-08-26T21:59:31.3092522Z === 203 passed, 73 skipped, 2264 deselected, 9 xfailed in 134.89s (0:02:14) ==== 2025-08-26T21:59:31.3092718Z The following tests failed and then succeeded when run in a new process['test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_norm_cuda_float32'] 2025-08-26T21:59:31.3092720Z 2025-08-26T21:59:31.3092863Z FINISHED PRINTING LOG FILE of functorch/test_ops 1/4 (test/test-reports/functorch.test_ops_1.4_f780c88dbb7ecde5_.log) 2025-08-26T21:59:31.3092905Z 2025-08-26T21:59:31.3092998Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading 2025-08-26T21:59:31.3093046Z Uploading artifacts took 0.00 seconds 2025-08-26T21:59:31.3093110Z Running test_decomp 3/12 ... [2025-08-26 21:59:31.171603] 2025-08-26T21:59:31.3093156Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T21:59:31.3093436Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_decomp.py', '--shard-id=3', '--num-shards=12', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 21:59:31.171809] 2025-08-26T22:10:24.7002758Z 2025-08-26T22:10:24.7004385Z test_decomp 3/12 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_3.12_1f9b515f0f62f66a_.log 2025-08-26T22:10:24.7093379Z Running 751 items in this shard: test/test_decomp.py::TestDecompCUDA::test_comprehensive_H_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_H_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_H_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___getitem___cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rand___cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmul___cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmul___cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___ror___cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___ror___cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___ror___cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rsub___cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__chunk_cat_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive__chunk_cat_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive__segment_reduce_lengths_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_abs_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_abs_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_abs_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acosh_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acosh_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addcmul_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_all_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_all_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_allclose_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amax_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_aminmax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_aminmax_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_angle_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_angle_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_arange_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argmax_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argsort_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argwhere_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_partial_views_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_partial_views_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_scatter_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_scatter_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan2_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_1d_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_1d_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_2d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_3d_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_baddbmm_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bernoulli_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bfloat16_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_not_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_not_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_right_shift_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bool_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_tensors_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_tensors_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cdouble_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cdouble_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ceil_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cfloat_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chalf_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_char_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_char_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_max_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_min_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_combinations_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_conj_physical_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_copysign_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_corrcoef_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cos_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cosh_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_count_nonzero_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cross_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumprod_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumsum_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumsum_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumsum_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumulative_trapezoid_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_embed_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagflat_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_scatter_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_scatter_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diff_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diff_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_digamma_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_floor_rounding_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_no_rounding_mode_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_no_rounding_mode_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_double_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_einsum_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_like_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_strided_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eq_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_equal_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_equal_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exp_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eye_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fft2_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fft2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftn_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftshift_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftshift_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft2_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft2_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfftn_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft2_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftshift_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftshift_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftshift_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfft2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfft_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft2_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfftn_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfftn_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfftn_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfft_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fill_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fliplr_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fliplr_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flipud_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_power_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_divide_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_divide_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_divide_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_divide_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmax_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmax_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmin_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_frexp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_like_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_like_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_like_cuda_uint16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gather_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ge_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ge_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_grid_sampler_3d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gt_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gt_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_heaviside_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_heaviside_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hsplit_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hsplit_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hypot_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_put_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amax_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_mean_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_mean_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_prod_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_select_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_int_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isclose_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isfinite_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isinf_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isnan_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isposinf_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isposinf_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isreal_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_item_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_2inputs_2outputs_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_2inputs_2outputs_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_unary_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_unary_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_unary_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kron_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kron_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kthvalue_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ldexp_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ldexp_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_le_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cholesky_ex_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cross_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cross_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_det_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_diagonal_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_diagonal_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_eig_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_ldl_factor_ex_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_ldl_solve_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lstsq_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_solve_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_norm_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_power_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_norm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_norm_subgradients_at_zero_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_svdvals_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_tensorsolve_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vecdot_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vector_norm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_tensor_overload_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log10_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_normal_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_softmax_with_dtype_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logaddexp2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logcumsumexp_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logcumsumexp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_not_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_or_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_tensor_overload_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_tensor_overload_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logsumexp_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_long_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lt_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lt_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mT_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mT_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmin_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumprod_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumsum_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_fill_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_fill_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_fill_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_logsumexp_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_scatter_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_scatter_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_select_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_var_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_var_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_var_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_matmul_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_matrix_exp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_reduction_with_dim_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_maximum_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mean_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_variadic_tensors_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_reduction_no_dim_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_reduction_with_dim_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_minimum_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mode_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mode_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mode_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_movedim_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_movedim_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_movedim_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_msort_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mul_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_multinomial_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nanmedian_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nansum_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nansum_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nansum_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ne_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ne_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_neg_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_strided_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_strided_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_strided_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_full_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_ones_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_ones_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_zeros_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_zeros_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_avg_pool2d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_alpha_dropout_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_avg_pool3d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv1d_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv2d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv2d_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose1d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose3d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_ctc_loss_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_embedding_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_fractional_max_pool2d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_gaussian_nll_loss_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_hardshrink_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_hardsigmoid_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_hardsigmoid_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_hardswish_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_hardtanh_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_instance_norm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_trilinear_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_local_response_norm_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_logsigmoid_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_logsigmoid_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_unpool1d_grad_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_unpool2d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_unpool3d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_unpool3d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_mse_loss_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_multi_head_attention_forward_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_multi_head_attention_forward_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_nll_loss_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_circular_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_relu6_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_relu6_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_relu_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_scaled_dot_product_attention_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_silu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_smooth_l1_loss_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softmin_with_dtype_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softsign_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softsign_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_triplet_margin_with_distance_loss_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_upsample_bilinear_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_upsample_nearest_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_static_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_static_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_fro_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_inf_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_normal_in_place_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ones_like_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ones_like_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_outer_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_permute_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_permute_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_pinverse_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_0_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_0_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_2_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_positive_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_pow_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rand_like_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rand_like_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randint_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randn_like_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_remainder_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_renorm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_interleave_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reshape_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resize__cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resize__cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_roll_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_roll_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rot90_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_round_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_round_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_round_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_round_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_round_decimals_3_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_round_decimals_3_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_round_decimals_neg_3_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scalar_tensor_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_add_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_add_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_amax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_amax_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_amax_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_prod_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_searchsorted_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_select_scatter_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_short_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sign_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_gaussian_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signbit_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signbit_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sin_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinc_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinh_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_slice_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_slice_scatter_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_softmax_with_dtype_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_softmax_with_dtype_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_softmax_with_dtype_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_bessel_y1_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_bessel_y1_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_u_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_v_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_w_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_w_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_hermite_polynomial_h_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_hermite_polynomial_h_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_hermite_polynomial_he_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i0e_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1e_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1e_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_log_ndtr_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_i1_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_k1_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtr_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtr_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtri_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_scaled_modified_bessel_k1_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_u_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_v_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_spherical_bessel_j0_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_xlog1py_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_list_args_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_list_args_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sqrt_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sqrt_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_multiple_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_stack_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_mean_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_unbiased_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_unbiased_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sum_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sum_to_size_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_take_along_dim_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_take_along_dim_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tan_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tan_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tan_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tan_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tensor_split_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tile_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_torch_ops_aten__safe_softmax_default_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trace_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trace_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trace_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trapezoid_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tril_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triu_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triu_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unbind_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unbind_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unflatten_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unfold_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_uniform_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unique_consecutive_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unique_consecutive_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unique_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_chunk_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_chunk_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_split_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_mean_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vdot_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_as_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vsplit_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vsplit_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vstack_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vstack_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_where_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_where_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_xlogy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_xlogy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zero__cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zeros_like_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick__chunk_cat_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick__softmax_backward_data_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_put_accumulate_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_put_accumulate_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_abs_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_add_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_add_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_addmv_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_addmv_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_addr_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_alias_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_alias_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_amin_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_aminmax_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_any_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_arange_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_arange_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_arange_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_asin_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_asin_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_asinh_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_atan2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_atan2_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_atan_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_atan_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_atan_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_atan_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_baddbmm_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_bernoulli_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_left_shift_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_not_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_right_shift_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_xor_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_bucketize_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_cat_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_cat_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_cat_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_cat_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_clone_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_clone_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_conj_physical_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_constant_pad_nd_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_constant_pad_nd_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_bernoulli_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_index_fill_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_linalg_cross_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_nansum_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_select_scatter_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_transpose_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_count_nonzero_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_count_nonzero_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_count_nonzero_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_cumprod_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_cumprod_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_cumprod_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_cumsum_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_deg2rad_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_diag_embed_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_scatter_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_dist_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_div_no_rounding_mode_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_div_trunc_rounding_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_dot_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_empty_like_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_eq_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_eq_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_eq_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_erf_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_erf_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_erfc_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_erfinv_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_exp_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_expm1_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft2_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fftn_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft2_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfftn_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfftn_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft2_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfft_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfftn_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfftn_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfft_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfftn_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfft_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfft_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfft_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfftn_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_floor_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_floor_divide_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fmin_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_fmin_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fmin_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_frexp_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_gt_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_heaviside_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_heaviside_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_i0_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_i0_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_i0_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_index_fill_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_index_select_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_index_select_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_isin_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_isneginf_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_item_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_diagonal_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_diagonal_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_vector_norm_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_vector_norm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_tensor_overload_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_tensor_overload_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_log10_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_log10_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_log1p_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_log2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_log_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_log_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_log_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_logaddexp2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_logical_and_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_logical_and_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_logical_not_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_logical_not_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_logical_or_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_logical_or_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_logical_or_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_logit_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_masked_fill_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_maximum_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_maximum_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_list_of_tensors_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_mul_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_mul_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_mul_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_mv_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_native_dropout_backward_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_ne_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_strided_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_strided_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_new_full_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_new_zeros_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_new_zeros_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_new_zeros_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_nextafter_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardshrink_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_leaky_relu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_mse_loss_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_pad_constant_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_pad_constant_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_silu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_unfold_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_norm_fro_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_norm_inf_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_normal_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_normal_in_place_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_ones_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_ones_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_permute_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_prod_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_rad2deg_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_rad2deg_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_rad2deg_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_rad2deg_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_reciprocal_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_reciprocal_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_remainder_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_repeat_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_repeat_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_rot90_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_rsqrt_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_rsqrt_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_sigmoid_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_sigmoid_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_sigmoid_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_sigmoid_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_signbit_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_sinc_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_slice_scatter_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_special_erfcx_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1e_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1e_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1e_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_log_ndtr_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_special_log_ndtr_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_split_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_split_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_split_list_args_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_split_list_args_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_multiple_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_std_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_std_mean_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_std_mean_unbiased_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_sub_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_sum_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_t_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_take_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_tan_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_tanh_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_tanh_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_trace_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_tril_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_tril_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_triu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_triu_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_triu_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_trunc_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_uniform_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_unsafe_split_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_var_unbiased_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_vdot_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_view_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_view_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_view_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_xlogy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_GRU_eval_mode_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_GRU_train_mode_cuda_float64, test/test_decomp.py::DecompOneOffTestsCUDA::test_sdpa_nn_functional_scaled_dot_product_attention_cuda_float16 2025-08-26T22:10:24.7167825Z 2025-08-26T22:10:24.7167901Z Running test_decomp 9/12 ... [2025-08-26 22:10:24.700862] 2025-08-26T22:10:24.7168053Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T22:10:24.7168419Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_decomp.py', '--shard-id=9', '--num-shards=12', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 22:10:24.701122] 2025-08-26T22:22:17.5524496Z 2025-08-26T22:22:17.5528856Z test_decomp 9/12 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_9.12_f03a7002a519331a_.log 2025-08-26T22:22:17.5610716Z Running 753 items in this shard: test/test_decomp.py::TestDecompCUDA::test_comprehensive_H_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_H_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_T_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_T_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___radd___cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rand___cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rdiv___cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rdiv___cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rdiv___cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rdiv___cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmod___cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rsub___cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rsub___cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive__chunk_cat_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive__chunk_cat_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_abs_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_abs_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acos_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acosh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acosh_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addcmul_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addcmul_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addmm_decomposed_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addmm_decomposed_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addmv_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_alias_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_allclose_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amax_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amax_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amin_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_angle_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_angle_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_any_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_arange_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_arange_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argmin_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argsort_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_partial_views_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_partial_views_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_partial_views_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asin_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_2d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_3d_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_3d_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_3d_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bernoulli_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_or_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_block_diag_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_block_diag_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_tensors_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cat_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cdouble_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cfloat_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chalf_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chunk_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chunk_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chunk_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chunk_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_min_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clone_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_column_stack_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_column_stack_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_combinations_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_combinations_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_conj_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_conj_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_conj_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_constant_pad_nd_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_constant_pad_nd_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_contiguous_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_contiguous_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cosh_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_count_nonzero_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cov_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_embed_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagflat_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diff_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_floor_rounding_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_no_rounding_mode_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_no_rounding_mode_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_double_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_double_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_double_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_einsum_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_like_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_permuted_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eq_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eq_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eq_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_equal_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_equal_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_equal_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erfinv_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eye_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eye_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftn_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftn_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftshift_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftshift_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftshift_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftshift_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft2_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftn_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftn_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfft_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfftn_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfft2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfft2_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fill_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flip_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fliplr_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_divide_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmax_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmax_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmax_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmax_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmin_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmod_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gather_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ge_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ge_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ge_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_geometric_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gradient_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gt_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hash_tensor_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hstack_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hstack_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_i0_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_igamma_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_put_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_prod_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_prod_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_select_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_select_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_inner_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isclose_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isclose_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isneginf_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isneginf_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isposinf_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isreal_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_item_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_item_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_item_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_return_by_ref_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_return_by_ref_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_unary_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_unary_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kron_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kthvalue_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lcm_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_le_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lerp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cholesky_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cholesky_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cross_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_det_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_diagonal_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_eigvals_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_householder_product_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_ldl_factor_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_factor_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_solve_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_norm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_multi_dot_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_norm_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_solve_triangular_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_tensorinv_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_tensorsolve_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_tensorsolve_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vander_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vander_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_tensor_overload_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log10_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log1p_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log2_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_softmax_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_softmax_with_dtype_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logaddexp2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logaddexp_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_and_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_xor_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_xor_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_xor_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logit_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logit_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logsumexp_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_long_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_long_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_long_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lt_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mH_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mH_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mT_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_amin_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_normalize_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_prod_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_scatter_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_softmax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_std_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_std_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_sum_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_sum_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_matmul_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_reduction_no_dim_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mean_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_median_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_median_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_median_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_binary_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_reduction_no_dim_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_reduction_no_dim_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_reduction_with_dim_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_minimum_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_minimum_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mode_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_movedim_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_msort_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mul_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mv_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mv_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nan_to_num_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nan_to_num_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nanmean_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nanmedian_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nanmedian_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nansum_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_full_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_full_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_full_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_ones_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_zeros_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nextafter_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_max_pool1d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_max_pool2d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_alpha_dropout_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_avg_pool2d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_batch_norm_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_channel_shuffle_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_channel_shuffle_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_channel_shuffle_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv1d_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv1d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv3d_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv3d_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose1d_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose2d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose3d_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose3d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_cosine_embedding_loss_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_cosine_embedding_loss_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_cross_entropy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_cross_entropy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_cross_entropy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_elu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_embedding_bag_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_with_train_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_gaussian_nll_loss_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_glu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_grid_sample_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_instance_norm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_bilinear_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_bilinear_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_linear_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_nearest-exact_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_kl_div_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_l1_loss_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_leaky_relu_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_linear_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_local_response_norm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_local_response_norm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_pool2d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_unpool1d_grad_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_unpool3d_grad_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_mish_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_mse_loss_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_multi_margin_loss_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_multilabel_margin_loss_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_multilabel_margin_loss_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_normalize_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_constant_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pairwise_distance_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_poisson_nll_loss_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_relu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_rrelu_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_scaled_dot_product_attention_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_smooth_l1_loss_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softmin_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softmin_with_dtype_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softmin_with_dtype_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_triplet_margin_loss_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_triplet_margin_loss_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_triplet_margin_with_distance_loss_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_triplet_margin_with_distance_loss_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_triplet_margin_with_distance_loss_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_unfold_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_upsample_bilinear_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_static_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_static_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_fro_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_inf_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_inf_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_normal_in_place_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ones_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ones_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ones_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_outer_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_permute_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_1_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_2_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_positive_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_positive_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_positive_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_pow_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_prod_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_prod_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_put_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rad2deg_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rand_like_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randint_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randn_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randn_like_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randn_like_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randn_like_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ravel_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_real_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_real_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reciprocal_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_renorm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_interleave_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resize_as__cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resolve_neg_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resolve_neg_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_roll_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_roll_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rot90_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rot90_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rot90_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsqrt_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scalar_tensor_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_amin_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_amin_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_mean_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_prod_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_searchsorted_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_searchsorted_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_select_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_select_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_select_scatter_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sgn_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sgn_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_short_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_short_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_short_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sigmoid_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sigmoid_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_hann_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sin_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinc_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_slice_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_softmax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sort_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_airy_ai_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_bessel_j1_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_bessel_y0_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_v_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_w_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_hermite_polynomial_he_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_hermite_polynomial_he_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_legendre_polynomial_p_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_log_ndtr_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_i0_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_k0_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_k0_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtr_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtri_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtri_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_scaled_modified_bessel_k0_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_t_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_t_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_u_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_xlog1py_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_xlog1py_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_list_args_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_list_args_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sqrt_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_square_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_multiple_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_multiple_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_stack_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_stack_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_stack_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_unbiased_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sum_to_size_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_svd_lowrank_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_svd_lowrank_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_take_along_dim_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_take_along_dim_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_take_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tan_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tan_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tanh_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tensor_split_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tensordot_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tile_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tile_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_sparse_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trapz_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triangular_solve_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tril_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tril_indices_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_true_divide_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trunc_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unbind_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unbind_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unbind_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unflatten_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unfold_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_chunk_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_chunk_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_as_complex_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_as_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vsplit_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_where_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_where_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zero__cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zero__cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_put_accumulate_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick__upsample_bilinear2d_aa_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_acosh_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_acosh_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_acosh_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_add_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_addcdiv_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_addmm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_addmv_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_addr_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_alias_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_alias_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_alias_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_amin_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_amin_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_any_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_asin_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_asin_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_asin_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_asin_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_atan2_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_atan2_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_atanh_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_baddbmm_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_and_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_left_shift_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_or_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_block_diag_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_block_diag_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_block_diag_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_cat_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_cat_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_cauchy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_ceil_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_min_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_complex_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_conj_physical_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_conj_physical_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_conj_physical_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_conj_physical_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_constant_pad_nd_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_copysign_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_addcdiv_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_diag_embed_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_mv_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_nn_functional_glu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_nn_functional_max_unpool3d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_nn_functional_max_unpool3d_grad_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_norm_fro_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_rot90_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_special_log_ndtr_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_unsqueeze_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_cumsum_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_diag_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_scatter_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_scatter_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_digamma_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_dist_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_div_trunc_rounding_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_div_trunc_rounding_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_empty_like_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_exp2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_exp_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_expm1_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_expm1_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fftn_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fftn_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft2_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfftn_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft2_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifftn_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifftn_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifftn_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfft_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfft2_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfft2_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfftn_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_flip_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_flip_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_floor_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fmax_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_fmax_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_full_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_full_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_gcd_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_gcd_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_ge_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_geometric_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_geometric_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_grid_sampler_2d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_heaviside_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_heaviside_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_index_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_index_fill_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_isinf_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_isnan_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_isnan_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_isneginf_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_isposinf_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_le_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_lgamma_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_diagonal_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_vector_norm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_tensor_overload_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_log1p_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_log_softmax_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_log_softmax_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_logical_and_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_logical_not_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_logical_not_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_logical_xor_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_logit_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_logit_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_tensor_overload_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_masked_fill_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_maximum_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_maximum_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_variadic_tensors_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_mul_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_mv_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_nan_to_num_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nan_to_num_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_nansum_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nansum_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_ne_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_ne_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_neg_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_new_full_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_new_zeros_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_binary_cross_entropy_with_logits_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardtanh_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_max_unpool2d_grad_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_max_unpool3d_grad_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_mish_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_mish_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_pad_constant_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu6_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_unfold_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_norm_fro_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_norm_fro_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_normal_in_place_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_ones_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_permute_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_prod_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_randn_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_randn_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_reciprocal_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_remainder_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_rot90_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_round_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_round_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_round_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_round_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_round_decimals_0_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_round_decimals_0_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_select_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_select_scatter_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_select_scatter_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_sgn_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_signbit_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_sinc_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_sinh_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_special_entr_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_special_entr_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_i0e_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_special_i0e_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_special_xlog1py_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_special_zeta_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_split_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_sqrt_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_sqrt_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_sqrt_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_multiple_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_sub_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_sub_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_sum_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_t_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_t_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_take_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_take_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_tan_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_tanh_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_tril_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_tril_indices_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_triu_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_unsafe_split_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_var_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_var_mean_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_var_mean_unbiased_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_var_unbiased_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_view_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_where_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_zero__cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_like_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_LSTM_train_mode_cuda_float64, test/test_decomp.py::DecompOneOffTestsCUDA::test_amp_batch_norm_backward_cuda, test/test_decomp.py::DecompOneOffTestsCUDA::test_sdpa_nn_functional_scaled_dot_product_attention_cuda_bfloat16, test/test_decomp.py::DecompOneOffTestsCUDA::test_sdpa_nn_functional_scaled_dot_product_attention_cuda_float64 2025-08-26T22:22:17.5687027Z 2025-08-26T22:22:17.5687133Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading 2025-08-26T22:22:17.5687326Z Uploading artifacts took 0.00 seconds 2025-08-26T22:22:17.5687480Z Running test_ops 3/4 ... [2025-08-26 22:22:17.553058] 2025-08-26T22:22:17.5687632Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T22:22:17.5687995Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_ops.py', '--shard-id=3', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 22:22:17.553275] 2025-08-26T22:32:06.1782149Z 2025-08-26T22:32:06.1782693Z test_ops 3/4 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_3.4_7df2fd8bbf37153c_.log 2025-08-26T22:32:06.2952946Z Running 8583 items in this shard: test/test_ops.py::TestCommonCUDA::test_compare_cpu___rdiv___cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs__conversions_cdouble_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs__conversions_char_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs__conversions_double_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs__conversions_short_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_addcmul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_arange_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_as_strided_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_atan2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_block_diag_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_bucketize_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_cauchy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_cumprod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_diag_embed_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_diagonal_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_div_no_rounding_mode_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_empty_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_expand_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_eye_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_fmin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_hypot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_igamma_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_igammac_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_index_fill_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_index_select_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_logaddexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_logspace_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_masked_fill_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_mul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_new_empty_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_new_empty_strided_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_new_ones_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_dropout_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_glu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_hinge_embedding_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_leaky_relu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_pixel_unshuffle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_normal__in_place_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_normal_number_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_ones_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_reshape_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_rsub_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_special_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_special_xlog1py_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_special_zeta_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_split_with_sizes_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_stft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_unsqueeze_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_unsqueeze_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_vdot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_zeros_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__unsafe_masked_index_put_accumulate_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_addcdiv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_addcmul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_addmm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_addmv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_addr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_alias_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_as_strided_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_as_strided_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_atan2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_bernoulli_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_bitwise_left_shift_cuda_int64, test/test_ops.py::TestCommonCUDA::test_compare_cpu_bucketize_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_cdouble_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_constant_pad_nd_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_cov_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_cummax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_diag_embed_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_diagonal_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_div_floor_rounding_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_div_no_rounding_mode_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_div_trunc_rounding_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_expand_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_fliplr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_fmin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_gather_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_geometric_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_gradient_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_half_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_igamma_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_igammac_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_index_reduce_amax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_index_reduce_amin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_index_select_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_inner_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_kthvalue_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_cholesky_ex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_eigvals_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_eigvalsh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_lu_factor_ex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_matrix_power_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_norm_subgradients_at_zero_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_qr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_solve_triangular_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_svdvals_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_log_normal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_logsumexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_long_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_lu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_lu_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_lu_unpack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_mT_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_masked_cumprod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_matmul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_max_pool2d_with_indices_backward_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_max_reduction_no_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_meshgrid_list_of_tensors_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_mm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_msort_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_mul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nanquantile_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_adaptive_max_pool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_avg_pool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_cosine_embedding_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_cross_entropy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_fractional_max_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_gaussian_nll_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_hardshrink_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_interpolate_area_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_interpolate_bilinear_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_interpolate_linear_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_kl_div_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_leaky_relu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_margin_ranking_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_max_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_max_pool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_max_unpool2d_grad_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_nll_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_poisson_nll_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_relu6_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_rrelu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_softshrink_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_upsample_nearest_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_put_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_randint_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_randn_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_resolve_conj_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_rot90_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_scatter_reduce_amin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_select_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_slice_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_sort_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_special_chebyshev_polynomial_u_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_special_laguerre_polynomial_l_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_special_legendre_polynomial_p_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_special_shifted_chebyshev_polynomial_u_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_special_xlog1py_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_special_zeta_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_std_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_sum_to_size_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_svd_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_t_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_to_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_trace_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_trapezoid_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_tril_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_true_divide_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_uniform_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_unsafe_chunk_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_var_unbiased_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_vdot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_view_as_real_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_compare_cpu_zeros_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_T_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_angle_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_as_strided_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_atanh_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_char_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_conj_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_double_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_dstack_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_empty_like_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_exp_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_fft_hfft_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_fft_ifftshift_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_fill_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_flatten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_float_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_full_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_hsplit_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_index_add_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_index_fill_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_isinf_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_nn_functional_conv1d_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_nn_functional_conv2d_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_randn_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_ravel_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_roll_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_select_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_sgn_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_sin_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_stack_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_sum_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_unbind_copy_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_unflatten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_unsqueeze_copy_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_dtypes___getitem___cuda, test/test_ops.py::TestCommonCUDA::test_dtypes___rmul___cuda, test/test_ops.py::TestCommonCUDA::test_dtypes___ror___cuda, test/test_ops.py::TestCommonCUDA::test_dtypes___rsub___cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__native_batch_norm_legit_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_T_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs__conversions_float_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs__conversions_half_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs__conversions_polar_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_acos_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_add_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_addr_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_all_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_amax_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_as_strided_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_atan2_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_atleast_2d_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_bitwise_and_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_bitwise_left_shift_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_bitwise_not_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_bitwise_right_shift_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_broadcast_shapes_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_bucketize_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_chunk_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_clamp_max_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_conj_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_diag_embed_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_div_floor_rounding_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_dstack_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_empty_strided_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_fft_fft_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_fft_ifft_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_fft_ihfft_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_fft_irfft_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_fft_rfft2_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_fill_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_fliplr_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_floor_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_fmin_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_fmod_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_frac_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_gcd_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_gt_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_hsplit_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_index_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_index_fill_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_index_select_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_isfinite_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_isreal_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_le_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_lerp_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_linalg_matrix_norm_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_linalg_svd_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_linalg_vector_norm_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_linspace_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_log2_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_log_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_log_normal_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_masked_fill_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_channel_shuffle_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_dropout_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_group_norm_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_huber_loss_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_layer_norm_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_leaky_relu_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_pairwise_distance_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_relu_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_smooth_l1_loss_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_triplet_margin_loss_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_normal_number_mean_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_ones_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_ravel_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_remainder_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_repeat_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_reshape_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_select_scatter_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_signbit_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_sinh_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_special_bessel_j1_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_special_i0e_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_special_logit_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_special_xlog1py_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_split_with_sizes_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_sqrt_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_squeeze_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_squeeze_multiple_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_stack_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_std_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_sub_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_t_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_tanh_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_transpose_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_transpose_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_trunc_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_unflatten_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_unfold_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_unfold_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_view_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_where_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_acosh_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_addmv_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_all_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_aminmax_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_any_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_as_strided_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_as_strided_scatter_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_atleast_1d_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_bernoulli_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_bfloat16_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_bitwise_left_shift_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_bitwise_right_shift_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_bmm_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_broadcast_to_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_byte_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_cat_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_cauchy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_cdist_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_chalf_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_char_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_cholesky_inverse_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_clamp_min_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_clone_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_copysign_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_cosh_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_cov_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_cumprod_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_cumulative_trapezoid_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_diag_embed_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_diagonal_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_digamma_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_dsplit_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_empty_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_erf_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_fft_ifftn_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_fft_ihfftn_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_fft_irfftn_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_flatten_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_fliplr_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_float_power_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_fmax_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_grid_sampler_2d_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_gt_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_histogram_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_hstack_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_hypot_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_i0_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_index_add_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_index_reduce_prod_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_int_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_isinf_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_isreal_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_ldexp_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_lerp_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_lgamma_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_cross_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_lu_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_lu_factor_ex_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_matrix_power_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_matrix_rank_hermitian_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_solve_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_solve_triangular_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_svd_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_svdvals_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_tensorinv_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_logdet_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_logical_and_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_logical_not_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_logsumexp_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_long_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_lt_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_lu_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_masked_fill_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_masked_logaddexp_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_masked_median_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_masked_softmax_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_masked_std_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_masked_sum_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_masked_var_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_max_reduction_no_dim_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_min_reduction_no_dim_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_minimum_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_movedim_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_mvlgamma_mvlgamma_p_5_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_narrow_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_native_dropout_backward_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_new_empty_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_new_ones_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nextafter_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_adaptive_avg_pool1d_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_adaptive_max_pool3d_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_bilinear_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_conv3d_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_ctc_loss_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_dropout3d_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_embedding_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_gaussian_nll_loss_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_gelu_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_glu_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_hinge_embedding_loss_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_instance_norm_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_interpolate_area_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_interpolate_nearest-exact_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_l1_loss_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_margin_ranking_loss_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_max_pool2d_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_max_unpool2d_grad_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_multilabel_margin_loss_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_pad_circular_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_softplus_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_threshold_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_normal_number_mean_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_polygamma_polygamma_n_4_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_rad2deg_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_rand_like_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_randint_like_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_real_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_reciprocal_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_repeat_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_resize__cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_resolve_neg_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_roll_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_rot90_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_round_decimals_3_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_scatter_add_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_scatter_reduce_prod_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_scatter_reduce_sum_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_searchsorted_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_sigmoid_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_sinc_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_sinh_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_slice_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_special_chebyshev_polynomial_u_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_special_i0e_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_special_i1_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_special_legendre_polynomial_p_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_special_ndtr_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_special_scaled_modified_bessel_k1_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_special_shifted_chebyshev_polynomial_v_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_special_xlog1py_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_split_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_std_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_sub_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_svd_lowrank_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_tanh_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_tensordot_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_torch_ops_aten__efficient_attention_forward_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_torch_ops_aten__flash_attention_forward_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_transpose_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_transpose_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_triangular_solve_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_triu_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_unfold_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_unique_consecutive_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_view_as_real_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_vstack_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_xlogy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_zeros_like_cuda, test/test_ops.py::TestCommonCUDA::test_errors___rpow___cuda, test/test_ops.py::TestCommonCUDA::test_errors_amax_cuda, test/test_ops.py::TestCommonCUDA::test_errors_amin_cuda, test/test_ops.py::TestCommonCUDA::test_errors_atan2_cuda, test/test_ops.py::TestCommonCUDA::test_errors_bitwise_or_cuda, test/test_ops.py::TestCommonCUDA::test_errors_bitwise_right_shift_cuda, test/test_ops.py::TestCommonCUDA::test_errors_copysign_cuda, test/test_ops.py::TestCommonCUDA::test_errors_cov_cuda, test/test_ops.py::TestCommonCUDA::test_errors_diag_cuda, test/test_ops.py::TestCommonCUDA::test_errors_div_no_rounding_mode_cuda, test/test_ops.py::TestCommonCUDA::test_errors_dstack_cuda, test/test_ops.py::TestCommonCUDA::test_errors_eq_cuda, test/test_ops.py::TestCommonCUDA::test_errors_fft_hfftn_cuda, test/test_ops.py::TestCommonCUDA::test_errors_fft_irfft_cuda, test/test_ops.py::TestCommonCUDA::test_errors_histogramdd_cuda, test/test_ops.py::TestCommonCUDA::test_errors_hsplit_cuda, test/test_ops.py::TestCommonCUDA::test_errors_hypot_cuda, test/test_ops.py::TestCommonCUDA::test_errors_jiterator_binary_cuda, test/test_ops.py::TestCommonCUDA::test_errors_ldexp_cuda, test/test_ops.py::TestCommonCUDA::test_errors_le_cuda, test/test_ops.py::TestCommonCUDA::test_errors_linalg_cross_cuda, test/test_ops.py::TestCommonCUDA::test_errors_linspace_cuda, test/test_ops.py::TestCommonCUDA::test_errors_linspace_tensor_overload_cuda, test/test_ops.py::TestCommonCUDA::test_errors_logcumsumexp_cuda, test/test_ops.py::TestCommonCUDA::test_errors_logspace_tensor_overload_cuda, test/test_ops.py::TestCommonCUDA::test_errors_max_binary_cuda, test/test_ops.py::TestCommonCUDA::test_errors_min_binary_cuda, test/test_ops.py::TestCommonCUDA::test_errors_minimum_cuda, test/test_ops.py::TestCommonCUDA::test_errors_movedim_cuda, test/test_ops.py::TestCommonCUDA::test_errors_mul_cuda, test/test_ops.py::TestCommonCUDA::test_errors_native_layer_norm_cuda, test/test_ops.py::TestCommonCUDA::test_errors_ne_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_adaptive_avg_pool1d_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_adaptive_avg_pool2d_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_avg_pool2d_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_embedding_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_gelu_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_group_norm_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_hardtanh_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_max_pool1d_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_max_pool2d_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_multi_margin_loss_cuda, test/test_ops.py::TestCommonCUDA::test_errors_ormqr_cuda, test/test_ops.py::TestCommonCUDA::test_errors_reshape_as_cuda, test/test_ops.py::TestCommonCUDA::test_errors_roll_cuda, test/test_ops.py::TestCommonCUDA::test_errors_signal_windows_cosine_cuda, test/test_ops.py::TestCommonCUDA::test_errors_signal_windows_gaussian_cuda, test/test_ops.py::TestCommonCUDA::test_errors_signal_windows_general_cosine_cuda, test/test_ops.py::TestCommonCUDA::test_errors_sparse_mul_layout0_cuda, test/test_ops.py::TestCommonCUDA::test_errors_sparse_mul_layout4_cuda, test/test_ops.py::TestCommonCUDA::test_errors_sparse_randn_like_layout0_cuda, test/test_ops.py::TestCommonCUDA::test_errors_sparse_randn_like_layout3_cuda, test/test_ops.py::TestCommonCUDA::test_errors_sparse_sum_layout0_cuda, test/test_ops.py::TestCommonCUDA::test_errors_sparse_zeros_like_layout0_cuda, test/test_ops.py::TestCommonCUDA::test_errors_sparse_zeros_like_layout2_cuda, test/test_ops.py::TestCommonCUDA::test_errors_special_hermite_polynomial_h_cuda, test/test_ops.py::TestCommonCUDA::test_errors_sub_cuda, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_abs_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_addcmul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_all_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_argmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_asinh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_ceil_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_cholesky_inverse_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_clamp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_clamp_min_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_conj_physical_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_cross_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_diag_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_diagonal_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_digamma_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_dot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_equal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_erf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_fft_ifft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_fft_ihfftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_fft_irfftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_fft_rfft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_fft_rfftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_igammac_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_kthvalue_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_lgamma_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_cross_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_eigh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_eigvals_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_inv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_ldl_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_lstsq_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_multi_dot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_pinv_hermitian_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_vecdot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linspace_tensor_overload_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_log10_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_logical_or_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_logspace_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_logsumexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_lu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_lu_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_lu_unpack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_min_reduction_no_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_msort_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_nansum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_neg_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_nonzero_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_norm_fro_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_qr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_round_decimals_3_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_round_decimals_neg_3_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_scatter_add_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_scatter_reduce_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_scatter_reduce_sum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_searchsorted_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_sin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_softmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_bessel_y1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_chebyshev_polynomial_v_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_erfcx_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_i0e_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_laguerre_polynomial_l_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_legendre_polynomial_p_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_modified_bessel_k0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_ndtr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_scaled_modified_bessel_k1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_zeta_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_sqrt_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_square_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_std_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_take_along_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_take_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_tensordot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_transpose_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_unbind_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_unfold_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_where_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_xlogy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_H_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_T_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices___radd___cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices___radd___cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices___rdiv___cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices___rmul___cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices___rsub___cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices__unsafe_masked_index_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_abs_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_addmm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_addr_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_all_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_amax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_amin_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_aminmax_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_angle_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_as_strided_partial_views_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_as_strided_partial_views_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_atan2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_atleast_1d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_atleast_1d_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_atleast_2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_atleast_3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_atleast_3d_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_block_diag_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_block_diag_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_bool_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_broadcast_tensors_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_broadcast_to_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_broadcast_to_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cauchy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_ceil_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_ceil_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cfloat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_clamp_min_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_column_stack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_conj_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_conj_physical_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_corrcoef_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_corrcoef_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cos_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cosh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cummax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cummax_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_diag_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_diagonal_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_div_trunc_rounding_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_double_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_double_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_dsplit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_dsplit_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_empty_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_empty_permuted_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_empty_strided_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_equal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_erf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_erf_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_exp_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_expand_as_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_expand_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_expand_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_expand_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_expm1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_eye_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_fft2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_fft_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_fftn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_fftshift_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_hfft_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_ifft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_ifftn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_ifftshift_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_ihfft_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_irfft_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_rfft2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_rfftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_flipud_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_floor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_full_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_grid_sampler_2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_gt_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_half_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_heaviside_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_histc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_i0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_index_fill_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_index_put_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_index_reduce_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_index_reduce_prod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_inner_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_isneginf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_isneginf_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_isreal_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_item_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_jiterator_4inputs_with_extra_args_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_jiterator_binary_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_jiterator_binary_return_by_ref_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_jiterator_unary_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_kthvalue_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_ldexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_le_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_cholesky_ex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_diagonal_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_ldl_factor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_lu_factor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_matrix_rank_hermitian_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_qr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_slogdet_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_solve_ex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_vander_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_vecdot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_vector_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_log1p_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_log2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_log_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_logical_or_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_logical_xor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_logit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_logspace_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_lu_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_mH_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_amax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_amin_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_argmax_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_argmin_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_cumsum_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_normalize_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_prod_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_scatter_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_maximum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_meshgrid_list_of_tensors_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_meshgrid_variadic_tensors_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_mode_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_movedim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_mv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nanmedian_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nansum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_native_batch_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_new_empty_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_new_ones_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_new_ones_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_new_zeros_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_adaptive_max_pool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_avg_pool1d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_avg_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_batch_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_bilinear_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_channel_shuffle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_cosine_similarity_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_ctc_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_elu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_feature_alpha_dropout_without_train_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_interpolate_linear_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_interpolate_trilinear_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_leaky_relu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_linear_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_local_response_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_margin_ranking_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_max_pool1d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_max_unpool2d_grad_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_pad_reflect_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_pad_replicate_negative_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_pairwise_distance_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_pairwise_distance_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_pixel_unshuffle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_relu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_rrelu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_selu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_smooth_l1_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_softmin_with_dtype_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_softsign_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_tanhshrink_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_threshold_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_unfold_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_upsample_bilinear_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nonzero_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nonzero_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nonzero_static_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_norm_fro_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_ormqr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_pinverse_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_polygamma_polygamma_n_0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_polygamma_polygamma_n_1_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_polygamma_polygamma_n_2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_polygamma_polygamma_n_4_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_put_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_randn_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_real_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_repeat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_repeat_interleave_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_reshape_as_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_resize__cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_resize_as__cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_resize_as__cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_resolve_conj_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_resolve_neg_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_roll_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_rot90_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_rot90_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_rsub_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_scalar_tensor_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_scatter_reduce_amin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_select_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_select_scatter_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sigmoid_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sigmoid_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sign_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_signal_windows_exponential_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_signal_windows_general_cosine_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_signal_windows_hamming_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_signal_windows_hann_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_signal_windows_nuttall_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_slice_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_softmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sort_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sort_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_airy_ai_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_bessel_j0_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_bessel_y0_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_bessel_y1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_chebyshev_polynomial_t_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_chebyshev_polynomial_v_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_log_ndtr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_ndtri_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_scaled_modified_bessel_k0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_shifted_chebyshev_polynomial_t_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_shifted_chebyshev_polynomial_v_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_xlog1py_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_split_list_args_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_squeeze_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_squeeze_multiple_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_stack_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_std_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_std_unbiased_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sub_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sum_to_size_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_t_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_t_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_take_along_dim_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_tan_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_tanh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_tanh_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_tensor_split_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_tensordot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_trace_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_transpose_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_transpose_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_trapezoid_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_trapz_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_triangular_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_tril_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_true_divide_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_unbind_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_unbind_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_unflatten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_unfold_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_unique_consecutive_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_unique_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_unsafe_split_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_unsqueeze_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_var_mean_unbiased_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_view_as_complex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_view_as_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_view_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_vsplit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_vsplit_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_xlogy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values___rmul___cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_abs_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_acos_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_add_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_angle_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_as_strided_partial_views_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_as_strided_scatter_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_atan2_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_atan_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_atleast_2d_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_bfloat16_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_bitwise_and_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_bitwise_xor_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_block_diag_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_broadcast_to_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_byte_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_clamp_min_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_clone_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_constant_pad_nd_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_contiguous_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_count_nonzero_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_deg2rad_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_diagonal_copy_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_diff_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_dsplit_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_empty_like_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_eq_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_equal_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_exp_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_eye_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_fft_ifftn_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_fft_rfftn_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_fliplr_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_fmin_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_full_like_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_gt_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_hstack_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_jiterator_binary_return_by_ref_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_jiterator_unary_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_masked_prod_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_masked_scatter_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_masked_select_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_max_reduction_no_dim_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_meshgrid_list_of_tensors_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_nan_to_num_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_nn_functional_pixel_unshuffle_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_nonzero_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_polygamma_polygamma_n_0_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_prod_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_repeat_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_repeat_interleave_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_reshape_as_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_reshape_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_rot90_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_rsqrt_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_scatter_add_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_scatter_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_short_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_sin_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_slice_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_special_bessel_y0_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_special_chebyshev_polynomial_v_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_special_laguerre_polynomial_l_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_special_legendre_polynomial_p_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_special_modified_bessel_i0_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_special_modified_bessel_k1_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_special_ndtri_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_special_scaled_modified_bessel_k0_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_special_shifted_chebyshev_polynomial_v_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_split_with_sizes_copy_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_squeeze_copy_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_stack_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_true_divide_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_unbind_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_unsafe_split_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_view_as_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_view_copy_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_zero__cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_zeros_like_cuda_bool, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_H_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_T_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples___getitem___cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples___radd___cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples___rmod___cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples___ror___cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples___rsub___cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples___rxor___cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples__native_batch_norm_legit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_addbmm_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_addbmm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_addmm_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_addmm_decomposed_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_addmv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_addr_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_addr_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_all_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_any_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_any_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_argmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_argmin_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_argwhere_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_as_strided_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_as_strided_partial_views_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_as_strided_partial_views_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_as_strided_scatter_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_asin_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_asin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_asinh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_asinh_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_atan_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_atan_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_atanh_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_atleast_1d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_atleast_2d_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_atleast_2d_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_baddbmm_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_bfloat16_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_bincount_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_bitwise_and_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_bmm_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_bmm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_bool_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_bucketize_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cartesian_prod_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cdouble_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cdouble_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_ceil_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_ceil_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_chalf_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_chalf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cholesky_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cholesky_inverse_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_chunk_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_chunk_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_clamp_max_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_conj_physical_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_constant_pad_nd_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_constant_pad_nd_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_contiguous_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_contiguous_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_contiguous_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cosh_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_count_nonzero_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cov_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cross_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cumprod_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cumprod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_diag_embed_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_diagonal_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_diagonal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_diff_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_div_trunc_rounding_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_div_trunc_rounding_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_double_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_empty_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_empty_like_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_empty_permuted_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_empty_strided_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_eq_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_equal_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_exp2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_expand_as_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_expand_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_expand_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_expand_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_eye_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_eye_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_fft2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_fft_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_hfft2_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_hfft2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_hfft_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_hfft_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_hfftn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_ifft_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_ifftshift_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_ihfftn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_irfft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_irfft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_irfftn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_rfft2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_rfft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_rfft_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fliplr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_flipud_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_flipud_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_flipud_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_float_power_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fmod_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_frac_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_frexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_full_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_full_like_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_full_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_ge_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_ge_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_gradient_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_heaviside_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_hsplit_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_hstack_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_i0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_igammac_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_imag_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_index_add_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_index_add_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_index_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_index_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_index_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_index_reduce_amax_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_index_reduce_prod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_index_reduce_prod_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_index_select_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_int_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_isinf_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_isnan_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_isneginf_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_isreal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_jiterator_2inputs_2outputs_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_jiterator_4inputs_with_extra_args_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_jiterator_binary_return_by_ref_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_jiterator_unary_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_ldexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_lgamma_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_cholesky_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_cholesky_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_cholesky_ex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_cond_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_det_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_diagonal_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_eigh_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_eigh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_eigvals_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_eigvalsh_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_eigvalsh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_ldl_solve_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_lstsq_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_lstsq_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_lstsq_grad_oriented_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_lu_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_lu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_lu_factor_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_matrix_norm_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_matrix_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_matrix_power_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_matrix_rank_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_norm_subgradients_at_zero_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_pinv_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_solve_ex_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_svdvals_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_svdvals_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_tensorsolve_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_tensorsolve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_vander_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linspace_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linspace_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linspace_tensor_overload_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_log2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_log_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_log_softmax_with_dtype_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_logdet_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_logical_and_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_logical_xor_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_logspace_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_logspace_tensor_overload_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_logsumexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_lu_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_mH_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_amin_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_argmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_cumsum_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_fill_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_fill_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_logsumexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_prod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_scatter_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_select_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_select_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_softmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_sum_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_var_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_var_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_matmul_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_matmul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_matrix_exp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_max_binary_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_max_pool2d_with_indices_backward_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_max_reduction_no_dim_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_max_reduction_with_dim_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_maximum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_median_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_median_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_meshgrid_list_of_tensors_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_meshgrid_variadic_tensors_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_min_reduction_no_dim_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_min_reduction_with_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_minimum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_minimum_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_mode_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_msort_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_mv_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nanmean_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nanquantile_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_narrow_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_narrow_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_narrow_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_narrow_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_native_batch_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_native_dropout_backward_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_new_full_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_new_ones_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_new_zeros_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_adaptive_max_pool1d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_batch_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_bilinear_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_channel_shuffle_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_conv1d_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_conv1d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_conv_transpose1d_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_conv_transpose3d_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_cosine_similarity_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_cross_entropy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_ctc_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_dropout2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_dropout3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_feature_alpha_dropout_without_train_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_fractional_max_pool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_gaussian_nll_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_gelu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_hardswish_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_hardtanh_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_huber_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_instance_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_interpolate_trilinear_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_leaky_relu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_linear_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_local_response_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_max_pool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_multilabel_margin_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_pad_circular_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_pad_circular_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_pad_constant_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_pad_constant_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_pad_replicate_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_pixel_unshuffle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_poisson_nll_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_poisson_nll_loss_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_rms_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_smooth_l1_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_softmin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_tanhshrink_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_unfold_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_unfold_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nonzero_static_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_norm_fro_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_norm_fro_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_norm_inf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_normal_in_place_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_ones_like_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_outer_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_permute_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_polygamma_polygamma_n_3_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_polygamma_polygamma_n_3_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_polygamma_polygamma_n_4_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_positive_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_positive_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_pow_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_put_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_put_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_quantile_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_rad2deg_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_rand_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_randint_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_randn_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_ravel_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_reciprocal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_repeat_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_repeat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_repeat_interleave_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_reshape_as_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_reshape_as_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_reshape_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_rot90_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_round_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_round_decimals_0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_round_decimals_3_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_rsqrt_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_rsub_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_scalar_tensor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_scalar_tensor_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_scatter_add_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_scatter_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_scatter_reduce_amin_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_scatter_reduce_prod_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_select_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_sgn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_short_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_signal_windows_gaussian_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_signal_windows_kaiser_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_signal_windows_nuttall_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_signbit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_sinc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_sinc_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_slice_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_slice_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_sort_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_bessel_y1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_chebyshev_polynomial_u_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_chebyshev_polynomial_v_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_chebyshev_polynomial_v_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_hermite_polynomial_he_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_hermite_polynomial_he_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_i1e_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_modified_bessel_k0_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_ndtr_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_shifted_chebyshev_polynomial_t_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_shifted_chebyshev_polynomial_u_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_shifted_chebyshev_polynomial_u_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_spherical_bessel_j0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_spherical_bessel_j0_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_split_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_split_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_split_list_args_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_split_with_sizes_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_split_with_sizes_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_square_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_square_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_square_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_squeeze_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_stack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_std_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_sum_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_sum_to_size_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_sum_to_size_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_svd_lowrank_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_t_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_t_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_t_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_t_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_take_along_dim_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_tan_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_tanh_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_tensordot_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_transpose_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_trapezoid_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_trapezoid_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_trunc_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_unbind_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_unsafe_split_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_var_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_var_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_var_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_var_unbiased_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_vdot_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_view_as_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_view_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_vstack_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_where_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_zero__cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_zeros_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_zeros_like_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_allclose_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_argwhere_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_cat_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_numpy_ref_clone_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_diag_cuda_int64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_diagflat_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_numpy_ref_diagflat_cuda_int64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_diff_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_numpy_ref_diff_cuda_int64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_equal_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_flatten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_item_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_jiterator_2inputs_2outputs_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_numpy_ref_jiterator_4inputs_with_extra_args_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_numpy_ref_jiterator_4inputs_with_extra_args_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_linalg_vander_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_numpy_ref_linalg_vander_cuda_int64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_native_layer_norm_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_nn_functional_conv_transpose1d_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_numpy_ref_nn_functional_group_norm_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_nn_functional_pdist_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_nn_functional_rms_norm_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_nn_functional_smooth_l1_loss_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_permute_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_numpy_ref_permute_cuda_int64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_ravel_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_numpy_ref_roll_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_signal_windows_blackman_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_signal_windows_general_cosine_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_signal_windows_hamming_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_squeeze_copy_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_numpy_ref_squeeze_copy_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_squeeze_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_squeeze_cuda_int64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_squeeze_multiple_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_tensor_split_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_numpy_ref_tensor_split_cuda_int64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_triu_indices_cuda_int64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_unbind_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_numpy_ref_view_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_out___rand___cuda_int64, test/test_ops.py::TestCommonCUDA::test_out___rdiv___cuda_float32, test/test_ops.py::TestCommonCUDA::test_out___ror___cuda_int64, test/test_ops.py::TestCommonCUDA::test_out__refs__conversions_bfloat16_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs__conversions_cdouble_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs__conversions_cfloat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs__conversions_char_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs__conversions_complex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs__conversions_float_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_abs_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_asinh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_atan_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_atleast_3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_bitwise_and_cuda_int64, test/test_ops.py::TestCommonCUDA::test_out__refs_bitwise_left_shift_cuda_int64, test/test_ops.py::TestCommonCUDA::test_out__refs_block_diag_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_chunk_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_clamp_max_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_column_stack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_count_nonzero_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_diag_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_diagonal_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_digamma_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_div_no_rounding_mode_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_dot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_dstack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_equal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_erf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_expand_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_eye_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_fft_fft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_fft_fftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_fft_ihfftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_fft_irfft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_fft_irfftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_fft_rfftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_flipud_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_floor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_fmin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_gt_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_imag_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out__refs_isneginf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_linalg_diagonal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_linalg_vector_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_linspace_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_logical_not_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_lt_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_meshgrid_list_of_tensors_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_minimum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_mul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_new_ones_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_nn_functional_channel_shuffle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_nn_functional_hardshrink_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_nn_functional_huber_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_nn_functional_l1_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_nn_functional_layer_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_nn_functional_mish_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_nn_functional_mse_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_nn_functional_prelu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_nn_functional_smooth_l1_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_nn_functional_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_nn_functional_softplus_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_nn_functional_tanhshrink_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_nn_functional_triplet_margin_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_normal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_permute_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_real_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_remainder_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_reshape_as_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_reshape_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_rot90_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_sin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_special_i0e_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_special_i1e_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_special_spherical_bessel_j0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_special_xlog1py_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_special_zeta_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_squeeze_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_take_along_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_tensor_split_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_transpose_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_tril_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_unbind_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__refs_view_as_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out__unsafe_masked_index_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_any_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_argwhere_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_atan_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_bitwise_and_cuda_int64, test/test_ops.py::TestCommonCUDA::test_out_bitwise_right_shift_cuda_int64, test/test_ops.py::TestCommonCUDA::test_out_bitwise_xor_cuda_int64, test/test_ops.py::TestCommonCUDA::test_out_block_diag_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_bmm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_broadcast_to_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_cartesian_prod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_cdouble_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_chalf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_cholesky_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_cholesky_inverse_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_clamp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_clamp_max_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_clamp_min_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_combinations_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_constant_pad_nd_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_cos_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_cummin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_cumsum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_diag_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_diagonal_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_diff_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_dist_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_div_no_rounding_mode_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_div_trunc_rounding_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_dot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_empty_permuted_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_empty_strided_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_eye_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_fft_hfft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_fft_ifft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_fft_ifft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_fft_ihfft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_flipud_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_float_power_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_geqrf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_grid_sampler_3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_heaviside_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_histc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_hstack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_hypot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_index_reduce_prod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_integral_dtype__refs_prod_cuda_int16, test/test_ops.py::TestCommonCUDA::test_out_isnan_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_jiterator_2inputs_2outputs_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_jiterator_4inputs_with_extra_args_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_jiterator_binary_return_by_ref_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_jiterator_unary_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_le_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_cholesky_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_cross_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_det_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_lu_factor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_lu_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_matrix_rank_hermitian_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_multi_dot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_pinv_hermitian_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_pinv_singular_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_qr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_linalg_tensorinv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_log_normal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_logical_xor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_logit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_logspace_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_logspace_tensor_overload_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_masked_cumsum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_masked_log_softmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_masked_normalize_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_masked_prod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_masked_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_max_binary_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_max_reduction_no_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_max_reduction_with_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_maximum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_median_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_min_reduction_no_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_minimum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_msort_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nanmedian_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nansum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_neg_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_alpha_dropout_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_batch_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_batch_norm_without_cudnn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_bilinear_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_celu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_conv3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_cosine_similarity_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_dropout2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_fractional_max_pool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_grid_sample_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_hardshrink_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_hardswish_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_interpolate_nearest-exact_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_l1_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_leaky_relu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_max_pool1d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_max_unpool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_multi_head_attention_forward_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_pixel_shuffle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_relu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_silu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_softmin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_softmin_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_softshrink_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_nn_functional_softsign_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_norm_inf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_normal_in_place_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_normal_number_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_ones_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_outer_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_permute_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_polygamma_polygamma_n_0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_polygamma_polygamma_n_1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_qr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_quantile_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_randn_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_real_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_reciprocal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_renorm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_repeat_interleave_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_abs_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_acos_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_acos_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_add_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_addcmul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_addmm_decomposed_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_addmv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_asin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_atanh_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_atanh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_cholesky_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_column_stack_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_copysign_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_cos_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_cross_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_cumsum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_diag_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_diagonal_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_div_no_rounding_mode_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_div_trunc_rounding_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_erf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_erfc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_exp2_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_exp_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_expand_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_expand_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_fft2_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_fft_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_fftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_hfft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_hfft_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_hfftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_ifft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_ifftn_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_irfft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_full_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_i0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_index_add_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_inner_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_ldexp_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_cholesky_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_cholesky_ex_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_cholesky_ex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_eigh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_eigvals_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_householder_product_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_lu_factor_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_lu_factor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_lu_solve_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_lu_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_matrix_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_norm_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_norm_subgradients_at_zero_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_pinv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_solve_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linspace_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_log_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_log_softmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_log_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_logcumsumexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_logspace_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_lu_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_matmul_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_maximum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_min_binary_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_mode_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_msort_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_mv_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_nanmean_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_nanmean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_neg_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_nn_functional_avg_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_nn_functional_avg_pool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_nn_functional_hardshrink_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_nn_functional_linear_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_nn_functional_logsigmoid_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_norm_fro_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_norm_nuc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_ones_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_ones_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_ormqr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_outer_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_outer_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_permute_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_polygamma_polygamma_n_0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_polygamma_polygamma_n_1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_pow_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_qr_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_reciprocal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_remainder_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_rsqrt_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_scatter_reduce_amin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_scatter_reduce_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_sgn_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_sin_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_sparse_sampled_addmm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_special_entr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_special_erfcx_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_special_ndtri_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_split_with_sizes_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_split_with_sizes_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_sqrt_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_std_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_sub_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_svd_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_tan_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_tensordot_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_tensordot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_topk_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_tril_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_triu_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_true_divide_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_true_divide_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_unfold_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_unsqueeze_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_var_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_vdot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_view_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_vstack_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_vstack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_zeros_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_resize__cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_round_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_rsqrt_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_scatter_reduce_amax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_searchsorted_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_short_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_signal_windows_kaiser_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_signbit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_sinc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_special_airy_ai_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_special_bessel_j1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_special_entr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_special_laguerre_polynomial_l_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_special_modified_bessel_k1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_special_scaled_modified_bessel_k1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_special_zeta_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_sqrt_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_square_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_stack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_std_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_svd_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_tensordot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_topk_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_trace_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_trapezoid_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_triangular_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_triu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_unfold_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_unique_consecutive_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_var_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_var_unbiased_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_view_as_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_warning___rand___cuda, test/test_ops.py::TestCommonCUDA::test_out_warning___rmatmul___cuda, test/test_ops.py::TestCommonCUDA::test_out_warning___ror___cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__batch_norm_with_update_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__native_batch_norm_legit_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs__conversions_cdouble_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs__conversions_chalf_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs__conversions_float_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs__conversions_int_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs__conversions_long_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs__conversions_polar_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs__conversions_short_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_abs_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_addr_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_allclose_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_any_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_arange_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_as_strided_scatter_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_atleast_1d_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_atleast_2d_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_bitwise_right_shift_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_broadcast_tensors_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_conj_physical_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_constant_pad_nd_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_cumsum_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_dstack_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_eq_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_equal_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_erf_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_exp2_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_eye_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_fft_fft_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_fft_fftn_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_fft_fftshift_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_fft_hfft_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_fft_irfft_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_fft_rfft_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_flatten_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_flip_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_fmod_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_ge_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_geometric_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_hsplit_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_hstack_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_igamma_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_igammac_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_isfinite_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_isneginf_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_isposinf_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_lcm_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_linalg_matrix_norm_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_meshgrid_list_of_tensors_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_meshgrid_variadic_tensors_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_minimum_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_new_ones_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_nextafter_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_nn_functional_alpha_dropout_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_nn_functional_dropout_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_nn_functional_elu_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_nn_functional_glu_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_nn_functional_hardshrink_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_nn_functional_leaky_relu_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_nn_functional_nll_loss_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_nn_functional_relu_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_nn_functional_softshrink_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_nn_functional_threshold_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_norm_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_positive_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_prod_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_rad2deg_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_randn_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_real_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_rot90_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_select_scatter_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_signbit_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_special_entr_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_special_erfcx_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_special_i1e_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_special_logit_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_special_multigammaln_mvlgamma_p_5_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_sqrt_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_square_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_stack_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_std_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_sub_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_t_copy_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_tan_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_tanh_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_transpose_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_unbind_copy_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_unbind_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_unfold_copy_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_view_as_complex_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_view_as_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_view_copy_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_vsplit_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_where_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_xlogy_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__refs_zeros_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__segment_reduce_lengths_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning__unsafe_masked_index_put_accumulate_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_acos_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_addmm_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_allclose_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_argmax_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_argsort_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_as_strided_partial_views_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_asinh_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_baddbmm_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_bfloat16_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_bitwise_right_shift_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_bmm_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_broadcast_to_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_bucketize_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_char_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_cholesky_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_cholesky_inverse_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_clamp_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_clamp_min_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_column_stack_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_combinations_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_complex_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_conj_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_cosh_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_cross_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_cumsum_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_cumulative_trapezoid_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_diag_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_diag_embed_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_diagonal_copy_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_digamma_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_dist_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_div_no_rounding_mode_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_dstack_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_einsum_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_empty_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_erfc_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_expand_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_fft_ifft2_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_fft_ihfft2_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_fft_irfft_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_fmax_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_full_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_gather_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_ge_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_grid_sampler_2d_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_grid_sampler_3d_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_histogramdd_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_hypot_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_igamma_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_imag_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_index_copy_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_index_reduce_amax_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_index_select_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_inner_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_int_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_isposinf_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_istft_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_jiterator_unary_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_kron_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_kthvalue_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_ldexp_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_lerp_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_lgamma_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_linalg_cond_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_linalg_eigh_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_linalg_inv_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_linalg_ldl_factor_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_linalg_pinv_singular_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_linalg_tensorinv_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_linalg_vander_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_log1p_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_logdet_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_masked_argmin_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_masked_fill_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_matrix_exp_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_max_reduction_no_dim_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_min_binary_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_minimum_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_mm_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nanmedian_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_ne_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_new_empty_strided_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_new_full_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_new_ones_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nn_functional_adaptive_avg_pool1d_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nn_functional_alpha_dropout_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nn_functional_celu_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nn_functional_conv1d_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nn_functional_conv_transpose2d_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nn_functional_conv_transpose3d_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nn_functional_cosine_similarity_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nn_functional_elu_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nn_functional_feature_alpha_dropout_with_train_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nn_functional_hardswish_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nn_functional_interpolate_nearest-exact_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nn_functional_interpolate_nearest_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nn_functional_local_response_norm_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nn_functional_margin_ranking_loss_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nn_functional_max_unpool1d_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nn_functional_max_unpool1d_grad_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nn_functional_multi_head_attention_forward_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nn_functional_pairwise_distance_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nn_functional_prelu_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nn_functional_silu_complex_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nn_functional_silu_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nn_functional_softplus_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nn_functional_softshrink_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nn_functional_threshold_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_nonzero_static_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_norm_fro_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_normal_number_mean_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_ones_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_ones_like_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_permute_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_polygamma_polygamma_n_1_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_polygamma_polygamma_n_3_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_positive_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_prod_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_rad2deg_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_rand_like_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_randint_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_randint_like_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_reciprocal_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_renorm_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_repeat_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_reshape_as_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_resolve_conj_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_round_decimals_neg_3_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_scalar_tensor_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_scatter_add_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_scatter_reduce_mean_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_searchsorted_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_sgn_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_sign_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_signal_windows_general_cosine_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_signbit_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_sinh_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_softmax_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_special_bessel_y1_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_special_i1_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_special_legendre_polynomial_p_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_special_modified_bessel_i1_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_special_modified_bessel_k1_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_special_ndtri_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_special_polygamma_special_polygamma_n_0_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_special_scaled_modified_bessel_k1_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_special_spherical_bessel_j0_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_stack_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_std_mean_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_std_unbiased_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_stft_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_svd_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_tensordot_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_topk_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_torch_ops_aten__safe_softmax_default_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_transpose_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_triu_indices_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_trunc_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_unfold_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_unique_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_unsafe_chunk_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_unsafe_split_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_unsqueeze_copy_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_vdot_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_view_cuda, test/test_ops.py::TestCommonCUDA::test_out_warning_vsplit_cuda, test/test_ops.py::TestCommonCUDA::test_out_xlogy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_zeros_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_pointwise_tag_coverage_cuda, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float___rdiv___cuda_bool, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_acos_cuda_int16, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_acos_cuda_int32, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_acos_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_acosh_cuda_int16, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_acosh_cuda_int64, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_asin_cuda_int32, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_asin_cuda_int64, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_asinh_cuda_int16, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_atan2_cuda_int32, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_atan2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_atan2_cuda_int8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_atan_cuda_int16, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_atan_cuda_int8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_atan_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_atanh_cuda_int16, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_atanh_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_copysign_cuda_int8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_cos_cuda_int16, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_cos_cuda_int32, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_cosh_cuda_int16, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_deg2rad_cuda_int64, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_digamma_cuda_int32, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_digamma_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_div_no_rounding_mode_cuda_int32, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_div_no_rounding_mode_cuda_int8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_erf_cuda_bool, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_erf_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_exp2_cuda_int8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_exp_cuda_int32, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_exp_cuda_int64, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_expm1_cuda_int32, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_expm1_cuda_int64, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_expm1_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_float_power_cuda_bool, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_i0_cuda_int32, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_i0_cuda_int64, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_i0_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_ldexp_cuda_int16, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_ldexp_cuda_int32, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_ldexp_cuda_int64, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_ldexp_cuda_int8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_lgamma_cuda_int64, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_log1p_cuda_int16, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_log2_cuda_int16, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_log2_cuda_int8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_log_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_logit_cuda_int64, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_polygamma_polygamma_n_0_cuda_bool, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_polygamma_polygamma_n_0_cuda_int64, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_polygamma_polygamma_n_1_cuda_int16, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_polygamma_polygamma_n_1_cuda_int64, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_polygamma_polygamma_n_1_cuda_int8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_polygamma_polygamma_n_2_cuda_bool, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_polygamma_polygamma_n_2_cuda_int16, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_polygamma_polygamma_n_2_cuda_int8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_polygamma_polygamma_n_2_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_polygamma_polygamma_n_3_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_polygamma_polygamma_n_4_cuda_bool, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_polygamma_polygamma_n_4_cuda_int32, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_rad2deg_cuda_int8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_rsqrt_cuda_int8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_sigmoid_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_sin_cuda_int16, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_sin_cuda_int32, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_sinc_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_sinh_cuda_bool, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_special_chebyshev_polynomial_t_cuda_int64, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_special_chebyshev_polynomial_u_cuda_bool, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_special_chebyshev_polynomial_v_cuda_bool, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_special_chebyshev_polynomial_w_cuda_int32, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_special_chebyshev_polynomial_w_cuda_int8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_special_hermite_polynomial_h_cuda_bool, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_special_hermite_polynomial_h_cuda_int32, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_special_hermite_polynomial_he_cuda_bool, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_special_hermite_polynomial_he_cuda_int32, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_special_legendre_polynomial_p_cuda_bool, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_special_shifted_chebyshev_polynomial_t_cuda_int16, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_special_shifted_chebyshev_polynomial_u_cuda_bool, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_special_shifted_chebyshev_polynomial_v_cuda_bool, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_special_shifted_chebyshev_polynomial_v_cuda_int64, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_special_shifted_chebyshev_polynomial_v_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_special_shifted_chebyshev_polynomial_w_cuda_int32, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_special_xlog1py_cuda_int64, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_special_xlog1py_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_special_zeta_cuda_int32, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_special_zeta_cuda_int64, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_special_zeta_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_sqrt_cuda_int64, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_sqrt_cuda_int8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_tan_cuda_bool, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_tan_cuda_int16, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_tan_cuda_int32, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_tan_cuda_int8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_tanh_cuda_int16, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_tanh_cuda_int64, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_tanh_cuda_int8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_true_divide_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_promotes_int_to_float_xlogy_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_T_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_T_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_T_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_T_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_bfloat16_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_bfloat16_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_bfloat16_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_bool_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_bool_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_bool_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_byte_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_byte_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_byte_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_cdouble_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_cdouble_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_chalf_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_chalf_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_chalf_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_chalf_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_chalf_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_char_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_char_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_char_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_complex_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_complex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_double_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_float_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_float_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_float_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_half_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_half_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_half_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_int_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_int_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_long_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_long_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_polar_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs__conversions_short_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_abs_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_abs_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_acos_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_acos_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_acos_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_acosh_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_addcdiv_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_addcdiv_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_addcmul_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_addcmul_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_addcmul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_addcmul_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_addr_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_addr_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_alias_copy_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_alias_copy_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_alias_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_all_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_allclose_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_amax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_amax_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_amax_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_amax_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_amin_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_any_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_any_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_arange_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_arange_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_arange_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_as_strided_copy_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_as_strided_copy_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_as_strided_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_as_strided_partial_views_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_as_strided_partial_views_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_as_strided_partial_views_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_as_strided_scatter_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_as_strided_scatter_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_asin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_asin_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_asinh_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_asinh_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_asinh_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_asinh_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_asinh_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_atan2_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_atan2_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_atan2_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_atan_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_atan_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_atanh_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_atanh_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_atanh_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_atanh_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_atleast_1d_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_atleast_1d_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_atleast_1d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_atleast_1d_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_atleast_3d_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_atleast_3d_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_atleast_3d_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_bitwise_and_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_bitwise_not_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_bitwise_or_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_bitwise_or_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_block_diag_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_block_diag_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_block_diag_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_block_diag_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_broadcast_shapes_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_broadcast_tensors_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_broadcast_tensors_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_broadcast_tensors_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_broadcast_tensors_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_broadcast_to_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_broadcast_to_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_broadcast_to_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_bucketize_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_bucketize_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_bucketize_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_cat_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_cat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_cat_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_cat_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_cauchy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_ceil_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_ceil_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_chunk_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_chunk_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_chunk_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_chunk_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_chunk_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_chunk_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_chunk_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_clamp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_clamp_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_clamp_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_clamp_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_clamp_max_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_clamp_max_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_clamp_max_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_clamp_max_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_clamp_min_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_clamp_min_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_clamp_min_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_clone_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_clone_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_clone_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_clone_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_column_stack_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_column_stack_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_conj_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_conj_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_conj_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_conj_physical_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_conj_physical_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_conj_physical_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_conj_physical_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_conj_physical_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_conj_physical_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_conj_physical_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_contiguous_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_contiguous_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_copysign_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_copysign_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_copysign_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_cosh_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_cosh_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_cosh_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_count_nonzero_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_count_nonzero_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_count_nonzero_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_cumprod_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_cumprod_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_cumsum_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_cumsum_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_deg2rad_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_diag_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_diag_embed_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_diag_embed_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_diag_embed_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_diag_embed_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_diag_embed_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_diag_embed_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_diagonal_copy_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_diagonal_copy_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_diagonal_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_diagonal_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_diagonal_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_diagonal_scatter_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_diagonal_scatter_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_diagonal_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_diagonal_scatter_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_diagonal_scatter_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_diagonal_scatter_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_digamma_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_div_floor_rounding_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_div_no_rounding_mode_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_div_no_rounding_mode_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_div_trunc_rounding_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_div_trunc_rounding_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_dot_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_dot_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_dot_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_dsplit_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_dsplit_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_dsplit_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_dstack_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_dstack_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_dstack_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_dstack_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_dstack_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_dstack_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_dstack_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_dstack_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_empty_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_empty_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_empty_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_empty_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_empty_like_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_empty_strided_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_eq_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_eq_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_eq_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_equal_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_equal_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_erf_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_erf_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_erfinv_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_erfinv_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_exp2_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_exp2_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_exp2_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_exp2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_exp2_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_exp_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_exp_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_exp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_exp_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_exp_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_exp_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_expand_as_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_expand_copy_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_expand_copy_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_expand_copy_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_expand_copy_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_expand_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_expand_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_expand_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_expand_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_expm1_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_expm1_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_expm1_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_exponential_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_exponential_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_eye_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_eye_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_eye_cuda_float8_e4m3fn, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_eye_cuda_float8_e5m2, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_eye_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_eye_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_fft2_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_fft2_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_fft2_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_fft_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_fft_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_fft_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_fftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_fftn_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_fftn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_fftn_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_fftshift_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_fftshift_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_fftshift_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_hfft2_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_hfft_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_hfft_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_hfft_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_hfftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_hfftn_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_ifft2_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_ifft2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_ifft2_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_ifft2_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_ifft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_ifft_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_ifftn_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_ifftn_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_ifftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_ifftn_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_ifftshift_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_ifftshift_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_ifftshift_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_ifftshift_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_ifftshift_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_ifftshift_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_ihfft2_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_ihfft2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_ihfft_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_ihfft_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_ihfftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_ihfftn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_ihfftn_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_irfft2_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_irfft2_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_irfft2_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_irfft2_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_irfft_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_irfftn_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_irfftn_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_irfftn_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_rfft2_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_rfft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_rfft2_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_rfft2_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_rfft_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_rfftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_rfftn_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_rfftn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fft_rfftn_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fill_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fill_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fill_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_flatten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_flatten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_flatten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_flatten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_flatten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_flip_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fliplr_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fliplr_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fliplr_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fliplr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_flipud_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_float_power_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_float_power_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_floor_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_floor_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_floor_divide_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_floor_divide_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_floor_divide_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fmax_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fmax_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fmax_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fmax_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fmin_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fmin_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fmin_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fmin_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fmod_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_fmod_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_frac_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_frac_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_frexp_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_frexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_frexp_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_gcd_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_ge_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_ge_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_ge_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_geometric_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_gt_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_heaviside_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_hsplit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_hsplit_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_hstack_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_hstack_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_hypot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_i0_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_igammac_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_imag_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_index_add_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_index_add_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_index_copy_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_index_copy_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_index_copy_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_index_fill_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_index_fill_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_index_fill_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_index_select_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_index_select_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_index_select_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_index_select_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_index_select_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_index_select_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_isclose_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_isclose_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_isclose_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_isclose_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_isclose_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_isfinite_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_isinf_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_isinf_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_isinf_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_isnan_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_isnan_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_isnan_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_isposinf_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_isreal_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_isreal_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_item_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_item_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_le_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_le_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_le_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_le_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_lerp_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_lerp_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_lgamma_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_lgamma_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_lgamma_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linalg_cross_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linalg_cross_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linalg_diagonal_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linalg_diagonal_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linalg_norm_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linalg_norm_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linalg_norm_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linalg_norm_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linalg_svd_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linalg_svd_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linalg_svdvals_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linalg_vecdot_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linalg_vecdot_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linalg_vector_norm_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linalg_vector_norm_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linalg_vector_norm_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linspace_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linspace_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linspace_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linspace_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linspace_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linspace_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linspace_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linspace_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linspace_tensor_overload_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_linspace_tensor_overload_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_log10_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_log10_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_log10_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_log1p_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_log1p_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_log1p_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_log1p_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_log1p_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_log2_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_log2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_log_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_log_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_log_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_log_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_log_softmax_with_dtype_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_log_softmax_with_dtype_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_log_softmax_with_dtype_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_log_softmax_with_dtype_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_log_softmax_with_dtype_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_logaddexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_logical_and_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_logical_and_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_logical_not_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_logical_not_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_logical_not_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_logical_or_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_logical_or_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_logical_xor_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_logical_xor_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_logical_xor_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_logical_xor_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_logical_xor_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_logspace_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_logspace_tensor_overload_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_logsumexp_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_logsumexp_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_lt_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_lt_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_masked_fill_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_maximum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_maximum_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_maximum_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_mean_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_mean_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_meshgrid_list_of_tensors_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_meshgrid_list_of_tensors_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_meshgrid_list_of_tensors_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_meshgrid_list_of_tensors_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_meshgrid_variadic_tensors_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_minimum_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_movedim_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_movedim_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_movedim_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_movedim_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_mul_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_mul_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_mul_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_mul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_mul_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_mul_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_mul_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nan_to_num_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nan_to_num_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_narrow_copy_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_narrow_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_narrow_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_narrow_copy_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_narrow_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_narrow_copy_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_narrow_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_narrow_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_narrow_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_ne_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_neg_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_neg_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_neg_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_new_empty_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_new_empty_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_new_empty_strided_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_new_empty_strided_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_new_empty_strided_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_new_empty_strided_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_new_empty_strided_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_new_full_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_new_full_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_new_full_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_new_full_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_new_full_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_new_ones_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_new_zeros_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_new_zeros_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_new_zeros_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nextafter_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_alpha_dropout_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_alpha_dropout_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_alpha_dropout_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_celu_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_channel_shuffle_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_channel_shuffle_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_channel_shuffle_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_elu_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_elu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_group_norm_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_hardshrink_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_hinge_embedding_loss_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_layer_norm_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_log_softmax_with_dtype_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_log_softmax_with_dtype_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_log_softmax_with_dtype_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_log_softmax_with_dtype_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_log_softmax_with_dtype_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_margin_ranking_loss_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_mish_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_mish_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_mse_loss_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_nll_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_nll_loss_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_pairwise_distance_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_pairwise_distance_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_pairwise_distance_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_pdist_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_pixel_shuffle_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_pixel_shuffle_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_pixel_shuffle_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_pixel_unshuffle_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_poisson_nll_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_poisson_nll_loss_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_poisson_nll_loss_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_prelu_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_prelu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_relu6_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_relu6_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_relu6_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_selu_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_selu_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_softmax_with_dtype_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_softmax_with_dtype_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_softmin_with_dtype_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_softmin_with_dtype_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_softmin_with_dtype_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_softmin_with_dtype_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_softmin_with_dtype_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_softplus_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_tanhshrink_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_tanhshrink_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_tanhshrink_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_threshold_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_threshold_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_threshold_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_threshold_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_triplet_margin_loss_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_triplet_margin_loss_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_nn_functional_triplet_margin_loss_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_norm_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_normal__in_place_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_normal__in_place_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_normal_number_mean_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_normal_number_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_ones_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_permute_copy_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_permute_copy_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_permute_copy_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_permute_copy_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_permute_copy_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_permute_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_permute_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_permute_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_permute_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_positive_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_pow_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_pow_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_pow_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_pow_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_prod_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_prod_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_prod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_prod_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_prod_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_rad2deg_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_rad2deg_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_rad2deg_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_randn_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_randn_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_ravel_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_ravel_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_ravel_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_ravel_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_real_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_real_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_real_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_real_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_real_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_reciprocal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_reciprocal_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_remainder_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_remainder_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_remainder_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_remainder_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_repeat_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_repeat_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_repeat_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_repeat_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_repeat_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_reshape_as_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_reshape_as_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_reshape_as_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_reshape_as_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_reshape_as_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_reshape_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_reshape_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_roll_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_roll_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_rot90_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_rot90_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_round_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_round_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_rsqrt_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_rsqrt_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_rsqrt_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_rsub_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_rsub_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_select_scatter_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_select_scatter_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_select_scatter_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sgn_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sgn_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sgn_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sgn_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sigmoid_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sign_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sign_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_signbit_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_signbit_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_signbit_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_signbit_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sin_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sin_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sinc_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sinc_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sinc_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sinh_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sinh_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sinh_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sinh_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_softmax_with_dtype_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_bessel_j0_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_bessel_j1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_bessel_j1_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_bessel_j1_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_bessel_j1_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_entr_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_entr_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_erfcx_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_erfcx_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_erfcx_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_erfcx_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_i0e_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_i0e_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_i1_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_i1_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_i1e_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_i1e_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_log_ndtr_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_log_ndtr_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_log_softmax_with_dtype_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_log_softmax_with_dtype_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_log_softmax_with_dtype_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_log_softmax_with_dtype_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_ndtr_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_ndtr_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_ndtri_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_ndtri_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_ndtri_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_softmax_with_dtype_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_softmax_with_dtype_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_softmax_with_dtype_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_spherical_bessel_j0_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_spherical_bessel_j0_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_xlog1py_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_xlog1py_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_special_zeta_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_split_with_sizes_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_split_with_sizes_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sqrt_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sqrt_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sqrt_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sqrt_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sqrt_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sqrt_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_square_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_square_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_square_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_squeeze_copy_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_squeeze_copy_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_squeeze_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_squeeze_copy_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_squeeze_copy_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_squeeze_copy_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_squeeze_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_squeeze_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_squeeze_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_squeeze_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_squeeze_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_squeeze_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_squeeze_multiple_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_stack_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_stack_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_stack_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_std_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_std_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_std_mean_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_stft_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_stft_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sub_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sub_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sub_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sub_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sum_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sum_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sum_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sum_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sum_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_sum_to_size_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_t_copy_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_t_copy_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_t_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_t_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_t_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_take_along_dim_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_take_along_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_take_along_dim_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_tan_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_tan_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_tanh_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_tanh_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_tanh_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_tanh_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_tensor_split_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_tensor_split_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_tensor_split_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_tensor_split_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_tensor_split_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_tensor_split_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_tensor_split_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_to_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_to_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_to_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_trace_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_transpose_copy_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_transpose_copy_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_transpose_copy_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_transpose_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_transpose_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_transpose_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_transpose_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_tril_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_tril_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_tril_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_tril_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_tril_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_tril_indices_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_triu_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_triu_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_triu_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_triu_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_triu_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_true_divide_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_true_divide_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_true_divide_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_trunc_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_unbind_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_unbind_copy_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_unbind_copy_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_unbind_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_unbind_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_unflatten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_unflatten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_unflatten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_unfold_copy_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_unfold_copy_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_unfold_copy_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_unfold_copy_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_unfold_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_unfold_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_unfold_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_unsqueeze_copy_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_unsqueeze_copy_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_unsqueeze_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_unsqueeze_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_unsqueeze_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_var_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_var_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_var_mean_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_var_mean_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_vdot_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_vdot_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_view_as_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_view_as_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_view_as_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_view_as_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_view_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_view_copy_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_view_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_view_copy_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_view_copy_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_view_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_view_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_view_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_vsplit_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_vsplit_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_vsplit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_vsplit_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_vsplit_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_vstack_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_vstack_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_vstack_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_where_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_where_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_xlogy_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_xlogy_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_xlogy_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_zeros_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_zeros_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_zeros_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_zeros_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref__refs_zeros_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_add_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_arange_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_bitwise_right_shift_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_bitwise_xor_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_diag_embed_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_div_floor_rounding_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_dot_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_dstack_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_eq_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_fft_fft2_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_fft_hfft2_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_fft_hfft_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_fft_hfftn_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_fft_ifft_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_fft_irfft_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_fft_irfftn_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_floor_divide_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_fmin_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_geometric_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_index_select_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_linalg_cross_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_linspace_tensor_overload_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_logaddexp_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_logical_and_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_lt_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_mean_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_minimum_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_neg_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_nextafter_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_nn_functional_hardtanh_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_nn_functional_huber_loss_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_nn_functional_margin_ranking_loss_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_special_zeta_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_t_copy_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_unbind_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_view_copy_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_errors__refs_vsplit_cuda, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_T_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_T_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_T_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_T_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_T_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_bfloat16_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_bfloat16_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_bfloat16_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_bfloat16_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_bool_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_bool_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_bool_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_byte_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_byte_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_byte_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_cdouble_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_cdouble_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_cdouble_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_cdouble_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_cfloat_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_cfloat_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_cfloat_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_chalf_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_chalf_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_chalf_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_chalf_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_char_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_char_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_char_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_char_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_char_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_complex_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_complex_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_double_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_double_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_double_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_float_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_float_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_float_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_float_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_half_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_half_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_half_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_half_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_half_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_int_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_int_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_int_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_long_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_long_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_polar_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_short_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_short_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_short_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_short_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs__conversions_short_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_abs_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_abs_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_abs_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_abs_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_abs_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_acos_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_acos_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_acosh_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_acosh_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_acosh_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_acosh_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_acosh_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_add_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_add_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_add_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_add_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_addcdiv_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_addcmul_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_addcmul_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_addcmul_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_addcmul_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_addr_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_addr_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_addr_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_addr_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_addr_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_alias_copy_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_alias_copy_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_alias_copy_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_alias_copy_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_all_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_all_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_allclose_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_allclose_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_amin_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_amin_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_amin_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_amin_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_any_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_any_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_any_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_arange_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_as_strided_copy_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_as_strided_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_as_strided_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_as_strided_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_as_strided_partial_views_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_as_strided_partial_views_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_as_strided_partial_views_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_as_strided_partial_views_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_as_strided_scatter_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_as_strided_scatter_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_asin_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_asin_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_asin_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_asin_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_asinh_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_asinh_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_atan2_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_atan_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_atan_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_atan_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_atanh_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_atanh_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_atleast_1d_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_atleast_1d_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_atleast_1d_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_atleast_1d_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_atleast_1d_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_atleast_1d_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_atleast_1d_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_atleast_2d_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_atleast_2d_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_atleast_2d_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_atleast_2d_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_atleast_2d_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_atleast_2d_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_atleast_3d_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_atleast_3d_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_atleast_3d_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_atleast_3d_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_atleast_3d_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_bitwise_left_shift_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_bitwise_not_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_bitwise_or_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_bitwise_right_shift_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_bitwise_xor_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_block_diag_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_block_diag_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_broadcast_tensors_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_broadcast_tensors_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_broadcast_tensors_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_broadcast_tensors_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_broadcast_tensors_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_broadcast_tensors_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_broadcast_tensors_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_broadcast_to_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_bucketize_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_bucketize_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_cat_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_cat_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_cauchy_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_ceil_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_ceil_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_ceil_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_chunk_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_chunk_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_chunk_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_clamp_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_clamp_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_clamp_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_clamp_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_clamp_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_clamp_max_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_clamp_max_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_clamp_max_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_clamp_min_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_clamp_min_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_column_stack_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_column_stack_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_column_stack_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_conj_physical_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_conj_physical_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_conj_physical_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_constant_pad_nd_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_constant_pad_nd_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_constant_pad_nd_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_contiguous_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_contiguous_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_contiguous_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_contiguous_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_contiguous_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_contiguous_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_copysign_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_copysign_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_copysign_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_cos_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_cos_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_cos_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_cos_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_cosh_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_cosh_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_cosh_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_count_nonzero_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_cumprod_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_cumprod_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_cumsum_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_cumsum_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_cumsum_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_deg2rad_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_deg2rad_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_deg2rad_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_deg2rad_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_diag_embed_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_diag_embed_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_diag_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_diag_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_diag_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_diag_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_diag_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_diag_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_diag_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_diag_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_diagonal_copy_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_diagonal_copy_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_diagonal_copy_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_diagonal_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_diagonal_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_diagonal_scatter_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_diagonal_scatter_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_diagonal_scatter_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_diagonal_scatter_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_diagonal_scatter_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_diagonal_scatter_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_digamma_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_digamma_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_digamma_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_digamma_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_div_no_rounding_mode_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_div_no_rounding_mode_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_div_no_rounding_mode_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_div_no_rounding_mode_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_div_no_rounding_mode_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_div_trunc_rounding_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_div_trunc_rounding_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_div_trunc_rounding_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_dot_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_dsplit_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_dsplit_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_dsplit_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_dsplit_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_dsplit_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_dsplit_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_dstack_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_dstack_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_dstack_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_dstack_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_empty_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_empty_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_empty_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_empty_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_empty_like_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_empty_like_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_empty_strided_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_empty_strided_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_empty_strided_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_empty_strided_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_empty_strided_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_empty_strided_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_empty_strided_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_eq_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_eq_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_eq_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_equal_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_equal_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_equal_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_equal_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_erf_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_erf_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_erfc_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_erfc_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_erfinv_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_erfinv_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_erfinv_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_erfinv_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_erfinv_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_erfinv_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_exp2_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_exp2_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_exp_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_exp_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_expand_as_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_expand_as_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_expand_as_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_expand_copy_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_expand_copy_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_expand_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_expand_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_expand_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_expm1_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_expm1_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_eye_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_eye_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_eye_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_eye_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_fft2_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_fft2_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_fft2_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_fft2_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_fft_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_fft_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_fft_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_fft_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_fft_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_fftn_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_fftn_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_fftn_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_fftn_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_fftn_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_fftn_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_fftshift_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_hfft2_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_hfft_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_hfftn_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_hfftn_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_hfftn_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_ifft2_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_ifft2_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_ifft2_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_ifft2_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_ifft2_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_ifft_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_ifft_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_ifft_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_ifftn_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_ifftshift_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_ifftshift_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_ifftshift_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_ifftshift_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_ihfft2_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_ihfft2_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_ihfft2_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_ihfft_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_ihfft_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_ihfft_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_ihfft_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_ihfft_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_irfft2_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_irfft2_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_irfft2_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_irfft2_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_irfft2_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_irfft_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_irfft_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_irfft_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_irfft_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_irfftn_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_rfft_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fft_rfft_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fill_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fill_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fill_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fill_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_flatten_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_flatten_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_flatten_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_flatten_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_flatten_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_flip_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_flip_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fliplr_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fliplr_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fliplr_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fliplr_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fliplr_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fliplr_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_flipud_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_flipud_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_flipud_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_float_power_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_float_power_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_floor_divide_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_floor_divide_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_floor_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fmax_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fmin_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fmin_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fmin_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fmod_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fmod_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_fmod_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_frac_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_frac_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_ge_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_ge_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_ge_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_geometric_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_geometric_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_gt_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_gt_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_heaviside_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_hsplit_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_hypot_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_i0_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_i0_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_i0_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_index_add_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_index_add_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_index_add_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_index_copy_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_index_copy_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_index_fill_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_index_fill_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_index_fill_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_index_fill_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_index_fill_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_index_select_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_index_select_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_isclose_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_isfinite_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_isfinite_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_isfinite_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_isinf_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_isinf_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_isinf_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_isnan_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_isnan_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_isnan_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_isneginf_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_isneginf_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_isneginf_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_isposinf_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_isreal_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_isreal_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_isreal_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_istft_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_item_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_item_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_lcm_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_le_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_lerp_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_lgamma_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_linalg_cross_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_linalg_cross_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_linalg_diagonal_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_linalg_diagonal_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_linalg_diagonal_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_linalg_matrix_norm_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_linalg_svd_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_linalg_svdvals_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_linalg_vecdot_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_linalg_vecdot_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_linalg_vector_norm_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_linspace_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_linspace_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_linspace_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_linspace_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_linspace_tensor_overload_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_linspace_tensor_overload_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_linspace_tensor_overload_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_linspace_tensor_overload_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_log10_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_log10_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_log10_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_log10_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_log10_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_log1p_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_log1p_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_log1p_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_log2_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_log2_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_log_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_log_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_log_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_log_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_log_softmax_with_dtype_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_log_softmax_with_dtype_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_logical_and_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_logical_and_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_logical_and_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_logical_and_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_logical_and_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_logical_not_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_logical_not_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_logical_or_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_logical_xor_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_logical_xor_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_logical_xor_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_logspace_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_logspace_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_logspace_tensor_overload_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_logspace_tensor_overload_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_logsumexp_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_logsumexp_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_logsumexp_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_logsumexp_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_lt_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_lt_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_lt_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_masked_fill_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_masked_fill_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_masked_fill_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_masked_fill_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_maximum_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_maximum_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_maximum_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_mean_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_meshgrid_list_of_tensors_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_meshgrid_list_of_tensors_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_meshgrid_list_of_tensors_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_meshgrid_variadic_tensors_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_meshgrid_variadic_tensors_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_meshgrid_variadic_tensors_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_minimum_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_minimum_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_minimum_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_minimum_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_minimum_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_movedim_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_mul_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_mul_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_mul_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_mul_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nan_to_num_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nan_to_num_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_narrow_copy_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_narrow_copy_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_narrow_copy_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_narrow_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_narrow_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_narrow_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_native_layer_norm_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_native_layer_norm_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_native_layer_norm_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_ne_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_ne_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_neg_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_neg_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_new_empty_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_new_empty_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_new_empty_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_new_empty_strided_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_new_full_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_new_full_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_new_full_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_new_full_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_new_ones_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_new_ones_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_new_zeros_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_new_zeros_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_new_zeros_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_new_zeros_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_new_zeros_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_new_zeros_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_new_zeros_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nextafter_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_celu_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_channel_shuffle_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_channel_shuffle_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_channel_shuffle_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_channel_shuffle_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_channel_shuffle_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_dropout_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_dropout_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_elu_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_elu_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_gelu_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_glu_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_glu_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_glu_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_group_norm_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_group_norm_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_hardshrink_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_hardtanh_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_hardtanh_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_hardtanh_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_hardtanh_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_hinge_embedding_loss_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_huber_loss_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_huber_loss_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_l1_loss_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_layer_norm_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_leaky_relu_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_leaky_relu_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_log_softmax_with_dtype_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_log_softmax_with_dtype_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_log_softmax_with_dtype_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_margin_ranking_loss_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_mse_loss_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_pairwise_distance_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_pairwise_distance_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_pairwise_distance_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_pairwise_distance_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_pdist_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_pixel_shuffle_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_pixel_shuffle_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_pixel_shuffle_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_pixel_shuffle_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_pixel_shuffle_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_pixel_unshuffle_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_pixel_unshuffle_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_pixel_unshuffle_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_poisson_nll_loss_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_prelu_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_relu6_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_relu6_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_relu_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_relu_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_softmax_with_dtype_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_softmax_with_dtype_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_softmax_with_dtype_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_softmin_with_dtype_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_softmin_with_dtype_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_softmin_with_dtype_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_softmin_with_dtype_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_softmin_with_dtype_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_softplus_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_softplus_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_softshrink_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_tanhshrink_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_tanhshrink_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_threshold_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_triplet_margin_loss_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_nn_functional_triplet_margin_loss_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_norm_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_norm_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_norm_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_normal__in_place_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_normal__in_place_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_normal_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_normal_number_mean_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_ones_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_ones_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_ones_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_permute_copy_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_permute_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_permute_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_permute_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_positive_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_positive_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_positive_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_positive_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_positive_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_pow_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_pow_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_prod_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_prod_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_rad2deg_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_rad2deg_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_rad2deg_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_rad2deg_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_randn_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_ravel_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_real_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_real_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_real_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_real_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_reciprocal_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_reciprocal_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_reciprocal_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_reciprocal_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_remainder_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_remainder_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_remainder_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_remainder_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_renorm_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_renorm_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_renorm_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_repeat_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_repeat_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_reshape_as_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_reshape_as_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_reshape_as_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_reshape_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_reshape_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_roll_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_roll_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_rot90_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_rot90_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_rot90_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_round_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_round_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_round_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_rsqrt_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_rsqrt_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_rsqrt_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_rsqrt_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_rsqrt_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_rsub_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_rsub_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_rsub_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_select_scatter_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_select_scatter_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sgn_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sgn_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sgn_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sgn_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sgn_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sgn_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sigmoid_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sigmoid_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sigmoid_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sigmoid_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sign_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sign_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sign_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_signbit_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_signbit_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sin_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sin_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sin_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sin_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sinc_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sinc_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sinc_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sinc_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sinh_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sinh_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sinh_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_softmax_with_dtype_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_softmax_with_dtype_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_softmax_with_dtype_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_softmax_with_dtype_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_bessel_j0_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_bessel_j0_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_bessel_j0_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_entr_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_entr_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_entr_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_erfcx_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_erfcx_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_erfcx_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_i0e_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_i0e_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_i1_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_i1_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_i1_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_i1e_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_i1e_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_i1e_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_log_ndtr_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_log_ndtr_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_log_softmax_with_dtype_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_log_softmax_with_dtype_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_log_softmax_with_dtype_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_log_softmax_with_dtype_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_logit_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_logit_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_multigammaln_mvlgamma_p_1_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_multigammaln_mvlgamma_p_3_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_multigammaln_mvlgamma_p_3_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_multigammaln_mvlgamma_p_3_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_multigammaln_mvlgamma_p_5_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_multigammaln_mvlgamma_p_5_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_multigammaln_mvlgamma_p_5_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_multigammaln_mvlgamma_p_5_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_ndtr_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_ndtr_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_ndtri_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_ndtri_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_softmax_with_dtype_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_softmax_with_dtype_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_spherical_bessel_j0_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_spherical_bessel_j0_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_xlog1py_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_xlog1py_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_special_zeta_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_split_with_sizes_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_split_with_sizes_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_split_with_sizes_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sqrt_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sqrt_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_square_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_square_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_square_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_squeeze_copy_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_squeeze_copy_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_squeeze_copy_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_squeeze_copy_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_squeeze_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_squeeze_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_squeeze_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_squeeze_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_squeeze_multiple_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_squeeze_multiple_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_squeeze_multiple_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_squeeze_multiple_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_stack_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_stack_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_stack_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_stack_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_std_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_std_mean_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sub_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sub_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sub_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sub_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sub_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sub_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sub_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sum_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sum_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sum_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sum_to_size_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sum_to_size_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sum_to_size_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_sum_to_size_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_t_copy_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_t_copy_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_t_copy_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_t_copy_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_t_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_t_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_take_along_dim_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_tan_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_tan_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_tan_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_tan_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_tan_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_tanh_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_tanh_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_tanh_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_tanh_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_tensor_split_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_tensor_split_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_tensor_split_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_to_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_to_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_to_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_to_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_to_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_trace_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_trace_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_trace_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_transpose_copy_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_transpose_copy_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_transpose_copy_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_transpose_copy_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_transpose_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_transpose_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_transpose_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_transpose_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_transpose_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_tril_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_tril_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_triu_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_triu_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_triu_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_triu_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_true_divide_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_true_divide_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_trunc_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_trunc_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_unbind_copy_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_unbind_copy_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_unbind_copy_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_unbind_copy_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_unbind_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_unbind_executor_aten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_unflatten_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_unflatten_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_unfold_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_unsqueeze_copy_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_unsqueeze_copy_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_unsqueeze_copy_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_unsqueeze_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_unsqueeze_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_unsqueeze_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_unsqueeze_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_unsqueeze_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_var_mean_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_vdot_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_view_as_complex_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_view_as_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_view_as_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_view_as_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_view_as_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_view_as_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_view_copy_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_view_copy_executor_aten_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_view_copy_executor_aten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_view_copy_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_view_copy_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_view_copy_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_view_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_view_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_view_executor_aten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_vsplit_executor_aten_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_vsplit_executor_aten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_vsplit_executor_aten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_vsplit_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_vstack_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_vstack_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_vstack_executor_aten_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_where_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_where_executor_aten_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_xlogy_executor_aten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_zeros_executor_aten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_zeros_executor_aten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_executor__refs_zeros_executor_aten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_T_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_T_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_T_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_T_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_T_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_T_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_bfloat16_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_bfloat16_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_bfloat16_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_bfloat16_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_bfloat16_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_bool_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_bool_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_bool_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_byte_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_byte_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_cdouble_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_cdouble_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_cdouble_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_cdouble_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_cdouble_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_cdouble_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_cfloat_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_cfloat_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_chalf_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_chalf_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_chalf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_chalf_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_chalf_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_char_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_char_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_complex_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_double_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_double_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_double_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_double_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_double_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_float_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_float_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_half_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_int_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_int_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_int_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_int_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_long_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_short_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs__conversions_short_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_abs_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_abs_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_abs_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_abs_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_acos_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_acosh_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_acosh_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_acosh_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_acosh_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_add_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_add_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_add_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_add_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_add_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_add_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_addcdiv_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_addcmul_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_addcmul_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_addcmul_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_addcmul_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_addcmul_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_addr_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_addr_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_alias_copy_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_alias_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_alias_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_all_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_all_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_all_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_allclose_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_allclose_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_allclose_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_amax_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_amin_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_amin_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_amin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_amin_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_amin_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_amin_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_any_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_any_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_arange_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_arange_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_arange_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_arange_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_as_strided_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_as_strided_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_as_strided_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_as_strided_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_as_strided_partial_views_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_as_strided_partial_views_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_as_strided_partial_views_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_as_strided_scatter_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_as_strided_scatter_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_as_strided_scatter_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_as_strided_scatter_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_asin_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_asin_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_asin_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_asinh_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_asinh_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_asinh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_asinh_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_asinh_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_asinh_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_atan2_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_atan2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_atan_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_atan_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_atan_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_atan_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_atan_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_atan_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_atanh_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_atanh_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_atanh_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_atanh_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_atanh_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_atleast_1d_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_atleast_1d_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_atleast_2d_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_atleast_2d_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_atleast_2d_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_atleast_3d_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_atleast_3d_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_atleast_3d_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_atleast_3d_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_bitwise_and_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_bitwise_and_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_bitwise_and_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_bitwise_left_shift_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_bitwise_not_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_bitwise_not_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_bitwise_not_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_bitwise_or_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_block_diag_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_broadcast_tensors_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_broadcast_tensors_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_broadcast_tensors_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_broadcast_to_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_broadcast_to_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_broadcast_to_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_bucketize_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_bucketize_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_bucketize_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_cat_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_cat_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_cat_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_cauchy_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_ceil_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_ceil_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_chunk_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_clamp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_clamp_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_clamp_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_clamp_max_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_clamp_min_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_clone_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_clone_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_clone_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_clone_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_column_stack_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_column_stack_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_column_stack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_column_stack_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_conj_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_conj_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_conj_physical_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_conj_physical_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_conj_physical_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_conj_physical_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_constant_pad_nd_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_constant_pad_nd_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_constant_pad_nd_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_constant_pad_nd_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_constant_pad_nd_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_contiguous_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_contiguous_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_contiguous_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_contiguous_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_contiguous_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_copysign_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_copysign_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_cos_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_cos_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_cosh_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_cumprod_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_cumprod_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_cumprod_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_cumprod_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_cumsum_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_cumsum_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_deg2rad_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_deg2rad_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_deg2rad_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_deg2rad_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_diag_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_diag_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_diag_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_diag_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_diag_embed_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_diag_embed_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_diag_embed_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_diag_embed_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_diagonal_copy_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_diagonal_copy_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_diagonal_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_diagonal_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_diagonal_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_diagonal_scatter_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_digamma_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_digamma_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_div_floor_rounding_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_div_floor_rounding_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_div_no_rounding_mode_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_div_no_rounding_mode_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_div_no_rounding_mode_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_div_no_rounding_mode_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_div_no_rounding_mode_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_div_no_rounding_mode_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_div_trunc_rounding_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_div_trunc_rounding_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_div_trunc_rounding_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_div_trunc_rounding_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_dot_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_dot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_dsplit_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_dstack_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_dstack_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_dstack_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_empty_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_empty_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_empty_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_empty_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_empty_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_empty_like_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_empty_strided_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_empty_strided_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_empty_strided_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_empty_strided_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_empty_strided_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_eq_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_eq_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_eq_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_equal_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_equal_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_erf_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_erfc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_erfc_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_erfc_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_erfinv_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_erfinv_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_erfinv_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_erfinv_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_erfinv_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_exp2_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_exp2_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_exp2_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_exp2_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_exp2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_exp_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_exp_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_exp_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_exp_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_expand_as_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_expand_as_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_expand_as_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_expand_as_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_expand_as_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_expand_as_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_expand_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_expand_copy_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_expand_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_expand_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_expm1_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_expm1_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_expm1_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_expm1_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_expm1_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_eye_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_eye_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_eye_cuda_float8_e4m3fn, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_eye_cuda_float8_e5m2, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_eye_cuda_float8_e5m2fnuz, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_eye_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_fft2_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_fft2_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_fft_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_fft_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_fftn_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_fftshift_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_fftshift_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_hfft2_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_hfft2_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_hfft2_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_hfft2_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_hfft_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_hfftn_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_ifft2_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_ifft_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_ifft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_ifft_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_ifft_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_ifftn_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_ifftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_ifftn_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_ifftn_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_ifftshift_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_ifftshift_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_ifftshift_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_ihfft2_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_ihfft_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_ihfft_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_ihfft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_ihfft_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_ihfft_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_ihfft_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_irfft2_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_irfft2_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_irfft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_irfft2_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_irfft_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_irfft_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_irfft_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_irfft_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_irfftn_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_irfftn_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_rfft2_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_rfft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_rfft_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_rfftn_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_rfftn_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fft_rfftn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fill_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fill_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fill_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fill_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fill_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_flatten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_flatten_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_flatten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_flip_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_flip_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_flip_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fliplr_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_flipud_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_flipud_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_flipud_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_flipud_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_flipud_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_flipud_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_float_power_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_floor_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_floor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_floor_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_floor_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_floor_divide_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_floor_divide_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_floor_divide_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_floor_divide_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fmax_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fmax_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fmin_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fmod_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_fmod_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_frac_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_frexp_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_gcd_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_gcd_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_ge_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_ge_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_ge_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_gt_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_gt_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_gt_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_heaviside_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_heaviside_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_heaviside_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_hsplit_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_hsplit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_hsplit_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_hsplit_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_hstack_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_hstack_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_hstack_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_i0_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_i0_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_i0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_i0_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_i0_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_i0_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_igamma_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_imag_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_index_add_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_index_add_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_index_add_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_index_add_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_index_copy_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_index_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_index_copy_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_index_copy_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_index_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_index_fill_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_index_fill_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_index_fill_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_index_fill_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_index_fill_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_index_fill_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_index_select_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_index_select_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_index_select_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isclose_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isclose_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isclose_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isfinite_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isfinite_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isfinite_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isfinite_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isfinite_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isfinite_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isfinite_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isinf_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isinf_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isinf_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isnan_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isnan_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isnan_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isnan_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isneginf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isneginf_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isposinf_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isposinf_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isposinf_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isreal_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isreal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isreal_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_isreal_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_istft_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_item_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_item_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_item_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_lcm_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_lcm_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_le_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_le_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_le_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_lerp_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_lerp_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_lgamma_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_lgamma_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_linalg_cross_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_linalg_cross_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_linalg_cross_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_linalg_diagonal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_linalg_diagonal_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_linalg_diagonal_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_linalg_matrix_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_linalg_matrix_norm_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_linalg_norm_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_linalg_norm_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_linalg_svd_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_linalg_svdvals_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_linalg_svdvals_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_linalg_svdvals_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_linalg_vecdot_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_linalg_vector_norm_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_linalg_vector_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_linspace_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_linspace_tensor_overload_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_linspace_tensor_overload_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_linspace_tensor_overload_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_log10_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_log10_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_log1p_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_log1p_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_log1p_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_log1p_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_log2_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_log2_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_log2_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_log2_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_log2_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_log2_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_log_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_log_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_log_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_log_normal_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_log_normal_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_log_softmax_with_dtype_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_log_softmax_with_dtype_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_log_softmax_with_dtype_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_logaddexp_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_logaddexp_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_logaddexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_logical_and_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_logical_and_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_logical_and_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_logical_and_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_logical_and_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_logical_and_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_logical_and_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_logical_and_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_logical_xor_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_logical_xor_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_logical_xor_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_logspace_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_logspace_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_logspace_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_logspace_tensor_overload_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_logspace_tensor_overload_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_logspace_tensor_overload_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_logspace_tensor_overload_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_logsumexp_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_lt_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_lt_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_masked_fill_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_masked_fill_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_masked_fill_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_masked_fill_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_maximum_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_maximum_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_maximum_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_maximum_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_mean_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_meshgrid_list_of_tensors_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_meshgrid_list_of_tensors_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_meshgrid_list_of_tensors_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_meshgrid_variadic_tensors_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_meshgrid_variadic_tensors_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_meshgrid_variadic_tensors_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_meshgrid_variadic_tensors_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_meshgrid_variadic_tensors_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_minimum_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_minimum_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_minimum_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_minimum_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_movedim_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_movedim_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_movedim_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_movedim_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_movedim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_movedim_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_movedim_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_mul_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_mul_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_mul_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_mul_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nan_to_num_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nan_to_num_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nan_to_num_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_narrow_copy_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_narrow_copy_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_narrow_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_narrow_copy_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_narrow_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_narrow_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_native_layer_norm_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_native_layer_norm_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_ne_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_ne_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_neg_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_neg_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_new_empty_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_new_empty_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_new_empty_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_new_empty_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_new_empty_strided_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_new_empty_strided_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_new_empty_strided_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_new_full_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_new_full_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_new_full_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_new_ones_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_new_ones_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_new_ones_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_new_zeros_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_new_zeros_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_new_zeros_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nextafter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_alpha_dropout_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_alpha_dropout_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_celu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_celu_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_channel_shuffle_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_channel_shuffle_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_channel_shuffle_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_elu_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_gelu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_group_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_hardshrink_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_hardshrink_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_hardtanh_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_hinge_embedding_loss_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_hinge_embedding_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_hinge_embedding_loss_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_l1_loss_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_l1_loss_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_l1_loss_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_leaky_relu_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_log_softmax_with_dtype_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_log_softmax_with_dtype_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_log_softmax_with_dtype_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_log_softmax_with_dtype_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_log_softmax_with_dtype_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_margin_ranking_loss_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_mse_loss_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_nll_loss_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_pairwise_distance_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_pairwise_distance_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_pairwise_distance_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_pairwise_distance_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_pairwise_distance_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_pixel_shuffle_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_pixel_shuffle_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_pixel_shuffle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_pixel_shuffle_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_pixel_shuffle_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_pixel_shuffle_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_pixel_shuffle_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_pixel_unshuffle_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_pixel_unshuffle_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_pixel_unshuffle_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_pixel_unshuffle_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_pixel_unshuffle_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_poisson_nll_loss_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_poisson_nll_loss_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_poisson_nll_loss_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_prelu_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_relu6_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_relu6_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_selu_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_selu_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_selu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_selu_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_softmax_with_dtype_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_softmax_with_dtype_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_softmax_with_dtype_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_softmax_with_dtype_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_softmin_with_dtype_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_softmin_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_softmin_with_dtype_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_softmin_with_dtype_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_softshrink_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_tanhshrink_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_threshold_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_threshold_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_threshold_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_triplet_margin_loss_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_triplet_margin_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_triplet_margin_loss_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_nn_functional_triplet_margin_loss_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_norm_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_norm_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_normal__in_place_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_normal_number_mean_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_ones_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_ones_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_ones_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_ones_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_permute_copy_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_permute_copy_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_permute_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_permute_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_permute_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_positive_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_positive_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_positive_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_positive_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_positive_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_pow_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_pow_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_prod_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_prod_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_prod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_prod_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_rad2deg_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_rad2deg_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_rad2deg_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_rad2deg_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_randn_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_ravel_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_ravel_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_ravel_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_ravel_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_ravel_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_real_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_real_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_real_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_reciprocal_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_reciprocal_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_remainder_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_remainder_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_remainder_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_remainder_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_renorm_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_renorm_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_repeat_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_repeat_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_reshape_as_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_reshape_as_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_reshape_as_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_reshape_as_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_reshape_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_reshape_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_reshape_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_reshape_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_reshape_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_reshape_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_roll_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_roll_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_roll_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_rot90_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_round_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_round_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_rsqrt_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_rsqrt_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_rsub_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_rsub_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_rsub_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_select_scatter_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_select_scatter_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_select_scatter_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_select_scatter_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sgn_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sgn_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sgn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sigmoid_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sigmoid_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sigmoid_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sigmoid_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sign_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sign_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_signbit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sin_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sin_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sinc_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sinc_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sinh_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sinh_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_softmax_with_dtype_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_softmax_with_dtype_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_softmax_with_dtype_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_bessel_j0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_bessel_j0_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_bessel_j1_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_bessel_j1_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_bessel_j1_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_bessel_j1_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_bessel_j1_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_entr_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_entr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_entr_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_erfcx_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_erfcx_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_erfcx_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_i0e_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_i1_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_i1_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_i1e_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_i1e_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_i1e_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_log_ndtr_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_log_ndtr_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_log_softmax_with_dtype_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_log_softmax_with_dtype_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_log_softmax_with_dtype_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_logit_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_logit_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_ndtr_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_ndtr_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_ndtr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_ndtr_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_ndtr_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_ndtr_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_ndtri_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_ndtri_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_softmax_with_dtype_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_softmax_with_dtype_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_softmax_with_dtype_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_softmax_with_dtype_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_xlog1py_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_xlog1py_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_zeta_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_special_zeta_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_split_with_sizes_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sqrt_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sqrt_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sqrt_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_square_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_square_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_square_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_squeeze_copy_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_squeeze_copy_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_squeeze_copy_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_squeeze_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_squeeze_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_squeeze_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_squeeze_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_squeeze_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_squeeze_multiple_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_squeeze_multiple_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_squeeze_multiple_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_squeeze_multiple_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_squeeze_multiple_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_stack_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_stack_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_stack_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_std_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_std_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_std_mean_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_stft_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sub_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sub_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sub_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sum_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sum_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sum_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sum_to_size_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_sum_to_size_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_t_copy_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_t_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_t_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_t_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_t_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_t_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_take_along_dim_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_tan_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_tan_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_tan_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_tan_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_tan_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_tan_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_tanh_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_tanh_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_tanh_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_tensor_split_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_tensor_split_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_tensor_split_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_to_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_to_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_to_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_to_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_trace_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_trace_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_trace_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_trace_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_transpose_copy_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_transpose_copy_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_transpose_copy_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_transpose_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_transpose_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_transpose_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_tril_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_tril_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_tril_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_tril_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_triu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_triu_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_triu_indices_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_true_divide_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_true_divide_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_trunc_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_trunc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_unbind_copy_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_unbind_copy_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_unbind_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_unbind_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_unbind_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_unflatten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_unflatten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_unflatten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_unfold_copy_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_unfold_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_unfold_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_unfold_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_unsqueeze_copy_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_unsqueeze_copy_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_unsqueeze_copy_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_unsqueeze_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_unsqueeze_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_unsqueeze_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_unsqueeze_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_unsqueeze_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_var_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_var_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_var_mean_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_var_mean_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_var_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_view_as_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_view_copy_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_view_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_view_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_view_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_vsplit_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_vsplit_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_vsplit_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_vstack_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_vstack_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_vstack_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_where_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_where_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_where_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_where_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_xlogy_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_xlogy_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_zeros_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_zeros_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_zeros_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_zeros_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_meta__refs_zeros_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_T_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_T_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_T_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_T_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_bfloat16_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_bfloat16_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_bfloat16_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_bool_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_bool_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_bool_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_bool_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_byte_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_byte_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_byte_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_byte_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_cdouble_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_cdouble_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_cdouble_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_cdouble_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_cfloat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_cfloat_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_chalf_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_chalf_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_chalf_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_chalf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_chalf_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_char_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_char_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_char_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_char_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_complex_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_double_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_float_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_float_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_float_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_float_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_half_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_int_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_int_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_int_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_long_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_long_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_long_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_long_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_long_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_long_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_short_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_short_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs__conversions_short_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_abs_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_abs_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_acos_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_acos_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_acos_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_acos_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_acosh_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_acosh_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_add_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_add_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_add_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_add_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_add_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_addcmul_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_addcmul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_addcmul_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_addcmul_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_addr_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_addr_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_addr_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_addr_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_alias_copy_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_alias_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_alias_copy_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_alias_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_all_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_all_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_allclose_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_amax_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_amax_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_amax_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_amax_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_amin_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_any_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_arange_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_arange_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_as_strided_copy_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_as_strided_copy_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_as_strided_copy_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_as_strided_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_as_strided_copy_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_as_strided_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_as_strided_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_as_strided_partial_views_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_as_strided_partial_views_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_as_strided_partial_views_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_as_strided_scatter_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_as_strided_scatter_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_as_strided_scatter_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_as_strided_scatter_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_asin_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_asin_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_asin_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_asinh_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_asinh_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_atan2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_atan2_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_atan2_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_atan_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_atan_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_atan_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_atanh_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_atanh_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_atanh_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_atanh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_atanh_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_atanh_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_atanh_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_atanh_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_atanh_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_atleast_1d_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_atleast_1d_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_atleast_1d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_atleast_2d_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_atleast_2d_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_atleast_3d_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_atleast_3d_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_atleast_3d_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_atleast_3d_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_atleast_3d_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_bitwise_and_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_bitwise_left_shift_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_bitwise_not_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_bitwise_not_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_bitwise_not_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_bitwise_or_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_bitwise_or_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_bitwise_right_shift_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_bitwise_right_shift_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_bitwise_xor_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_bitwise_xor_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_bitwise_xor_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_block_diag_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_block_diag_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_block_diag_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_broadcast_shapes_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_broadcast_tensors_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_broadcast_tensors_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_broadcast_tensors_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_broadcast_tensors_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_broadcast_tensors_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_broadcast_to_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_broadcast_to_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_broadcast_to_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_bucketize_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_cat_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_cat_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_cat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_cat_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_ceil_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_ceil_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_chunk_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_chunk_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_clamp_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_clamp_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_clamp_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_clamp_min_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_clone_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_clone_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_clone_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_clone_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_clone_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_clone_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_column_stack_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_column_stack_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_column_stack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_conj_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_conj_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_conj_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_conj_physical_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_conj_physical_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_conj_physical_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_conj_physical_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_constant_pad_nd_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_constant_pad_nd_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_contiguous_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_contiguous_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_contiguous_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_contiguous_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_copysign_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_copysign_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_copysign_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_copysign_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_copysign_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_cos_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_cos_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_cos_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_cos_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_cos_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_cos_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_cosh_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_cosh_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_cosh_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_count_nonzero_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_count_nonzero_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_cumprod_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_cumprod_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_cumprod_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_cumprod_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_cumsum_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_cumsum_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_cumsum_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_deg2rad_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_deg2rad_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_diag_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_diag_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_diag_embed_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_diag_embed_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_diagonal_copy_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_diagonal_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_diagonal_copy_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_diagonal_copy_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_diagonal_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_diagonal_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_diagonal_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_diagonal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_diagonal_scatter_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_diagonal_scatter_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_diagonal_scatter_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_diagonal_scatter_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_digamma_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_div_floor_rounding_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_div_floor_rounding_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_div_floor_rounding_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_div_no_rounding_mode_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_div_no_rounding_mode_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_div_no_rounding_mode_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_div_no_rounding_mode_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_div_no_rounding_mode_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_div_trunc_rounding_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_div_trunc_rounding_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_dot_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_dsplit_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_dsplit_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_dsplit_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_dstack_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_dstack_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_dstack_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_dstack_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_dstack_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_dstack_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_empty_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_empty_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_empty_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_empty_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_empty_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_empty_like_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_empty_like_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_empty_like_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_empty_like_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_empty_strided_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_empty_strided_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_eq_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_eq_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_eq_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_eq_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_equal_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_equal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_equal_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_erf_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_erf_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_erfc_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_erfc_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_erfc_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_erfinv_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_exp2_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_exp2_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_exp2_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_exp_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_exp_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_exp_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_expand_as_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_expand_as_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_expand_copy_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_expand_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_expand_copy_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_expand_copy_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_expand_copy_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_expand_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_expand_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_expand_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_expm1_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_expm1_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_expm1_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_expm1_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_exponential_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_eye_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_eye_cuda_float8_e4m3fn, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_eye_cuda_float8_e4m3fnuz, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_eye_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_fft2_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_fft2_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_fft_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_fft_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_fft_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_fftshift_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_fftshift_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_fftshift_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_fftshift_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_fftshift_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_fftshift_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_fftshift_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_hfft2_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_hfft2_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_hfft2_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_hfft2_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_hfft2_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_hfft_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_hfft_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_hfft_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_hfftn_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_hfftn_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_hfftn_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_hfftn_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_ifft2_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_ifft2_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_ifft2_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_ifft2_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_ifft2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_ifft2_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_ifft_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_ifft_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_ifft_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_ifft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_ifft_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_ifftn_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_ifftn_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_ifftshift_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_ifftshift_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_ihfft2_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_ihfft2_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_ihfftn_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_ihfftn_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_ihfftn_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_ihfftn_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_irfft2_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_irfft2_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_irfft2_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_irfft_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_irfft_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_irfft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_irfft_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_irfft_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_irfftn_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_irfftn_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_rfft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_rfft2_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_rfft2_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_rfft_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_rfftn_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_rfftn_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_rfftn_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fft_rfftn_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fill_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_flatten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_flatten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_flatten_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_flip_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fliplr_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fliplr_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fliplr_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_flipud_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_flipud_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_flipud_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_flipud_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_flipud_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_float_power_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_float_power_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_float_power_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_float_power_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_float_power_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_float_power_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_floor_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_floor_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_floor_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_floor_divide_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_floor_divide_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fmax_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fmax_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fmax_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fmin_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fmin_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fmod_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_fmod_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_frac_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_frac_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_frac_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_ge_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_ge_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_ge_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_ge_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_ge_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_geometric_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_geometric_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_geometric_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_gt_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_heaviside_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_heaviside_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_heaviside_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_hsplit_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_hsplit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_hsplit_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_hsplit_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_hsplit_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_hstack_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_hstack_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_hstack_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_hypot_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_hypot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_i0_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_i0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_i0_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_i0_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_igamma_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_index_add_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_index_add_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_index_add_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_index_add_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_index_add_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_index_add_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_index_copy_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_index_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_index_copy_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_index_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_index_copy_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_index_fill_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_index_fill_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_index_fill_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_index_fill_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_index_select_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_index_select_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_index_select_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_isclose_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_isclose_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_isfinite_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_isfinite_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_isinf_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_isinf_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_isnan_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_isnan_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_isnan_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_isneginf_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_isposinf_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_isposinf_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_isreal_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_isreal_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_item_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_item_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_lcm_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_lerp_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_lgamma_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_lgamma_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linalg_cross_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linalg_cross_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linalg_cross_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linalg_diagonal_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linalg_diagonal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linalg_diagonal_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linalg_diagonal_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linalg_diagonal_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linalg_norm_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linalg_norm_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linalg_norm_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linalg_norm_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linalg_svdvals_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linalg_vecdot_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linalg_vecdot_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linalg_vector_norm_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linalg_vector_norm_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linspace_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linspace_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linspace_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linspace_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linspace_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linspace_tensor_overload_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linspace_tensor_overload_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linspace_tensor_overload_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_linspace_tensor_overload_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_log10_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_log1p_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_log1p_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_log1p_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_log1p_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_log2_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_log2_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_log2_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_log2_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_log2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_log_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_log_softmax_with_dtype_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_log_softmax_with_dtype_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_log_softmax_with_dtype_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_logaddexp2_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_logical_and_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_logical_and_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_logical_and_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_logical_not_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_logical_not_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_logical_not_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_logical_not_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_logical_not_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_logical_or_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_logical_or_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_logical_or_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_logical_or_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_logical_xor_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_logspace_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_logspace_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_logspace_tensor_overload_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_logsumexp_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_logsumexp_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_logsumexp_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_logsumexp_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_logsumexp_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_lt_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_masked_fill_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_masked_fill_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_masked_fill_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_masked_fill_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_masked_fill_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_maximum_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_maximum_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_maximum_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_mean_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_mean_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_meshgrid_list_of_tensors_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_meshgrid_list_of_tensors_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_meshgrid_list_of_tensors_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_meshgrid_list_of_tensors_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_meshgrid_list_of_tensors_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_meshgrid_variadic_tensors_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_meshgrid_variadic_tensors_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_meshgrid_variadic_tensors_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_meshgrid_variadic_tensors_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_minimum_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_movedim_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_movedim_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nan_to_num_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_narrow_copy_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_narrow_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_narrow_copy_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_narrow_copy_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_narrow_copy_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_narrow_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_narrow_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_narrow_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_narrow_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_native_layer_norm_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_native_layer_norm_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_ne_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_ne_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_ne_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_ne_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_neg_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_neg_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_neg_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_neg_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_neg_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_new_empty_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_new_empty_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_new_empty_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_new_empty_strided_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_new_empty_strided_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_new_empty_strided_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_new_full_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_new_full_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_new_full_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_new_ones_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_new_ones_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_new_ones_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_new_ones_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_new_zeros_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_new_zeros_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_new_zeros_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nextafter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nextafter_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_alpha_dropout_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_celu_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_channel_shuffle_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_gelu_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_gelu_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_group_norm_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_hardshrink_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_hardshrink_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_hardtanh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_hardtanh_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_hardtanh_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_hinge_embedding_loss_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_huber_loss_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_l1_loss_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_layer_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_layer_norm_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_log_softmax_with_dtype_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_log_softmax_with_dtype_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_log_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_log_softmax_with_dtype_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_log_softmax_with_dtype_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_margin_ranking_loss_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_margin_ranking_loss_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_margin_ranking_loss_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_margin_ranking_loss_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_mish_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_mish_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_nll_loss_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_pixel_shuffle_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_pixel_unshuffle_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_pixel_unshuffle_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_poisson_nll_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_poisson_nll_loss_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_relu6_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_relu_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_selu_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_smooth_l1_loss_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_smooth_l1_loss_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_softmax_with_dtype_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_softmax_with_dtype_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_softmax_with_dtype_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_softmax_with_dtype_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_softmax_with_dtype_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_softmin_with_dtype_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_softmin_with_dtype_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_softplus_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_softplus_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_softplus_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_softshrink_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_softshrink_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_tanhshrink_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_tanhshrink_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_tanhshrink_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_threshold_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_threshold_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_triplet_margin_loss_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_triplet_margin_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_triplet_margin_loss_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_nn_functional_triplet_margin_loss_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_norm_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_norm_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_normal__in_place_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_normal__in_place_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_normal_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_normal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_normal_number_mean_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_ones_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_ones_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_ones_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_ones_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_ones_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_ones_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_permute_copy_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_permute_copy_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_permute_copy_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_permute_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_permute_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_permute_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_permute_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_permute_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_positive_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_positive_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_pow_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_prod_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_prod_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_prod_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_rad2deg_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_rad2deg_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_rad2deg_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_rad2deg_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_rad2deg_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_randn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_ravel_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_ravel_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_real_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_real_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_real_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_real_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_reciprocal_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_reciprocal_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_reciprocal_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_reciprocal_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_remainder_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_remainder_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_remainder_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_renorm_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_repeat_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_repeat_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_repeat_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_reshape_as_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_reshape_as_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_reshape_as_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_reshape_as_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_reshape_as_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_reshape_as_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_reshape_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_roll_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_roll_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_roll_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_rot90_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_rot90_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_rot90_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_rot90_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_round_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_rsqrt_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_rsub_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_rsub_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_select_scatter_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_select_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_select_scatter_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_select_scatter_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_sgn_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_signbit_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_signbit_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_sin_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_sin_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_sinc_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_sinc_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_sinh_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_sinh_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_sinh_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_sinh_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_sinh_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_softmax_with_dtype_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_softmax_with_dtype_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_softmax_with_dtype_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_softmax_with_dtype_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_bessel_j0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_bessel_j0_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_bessel_j0_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_bessel_j0_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_bessel_j1_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_bessel_j1_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_bessel_j1_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_entr_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_erfcx_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_i0e_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_i1_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_i1_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_i1_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_i1_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_i1_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_i1e_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_i1e_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_i1e_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_log_ndtr_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_log_ndtr_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_log_ndtr_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_log_softmax_with_dtype_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_log_softmax_with_dtype_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_log_softmax_with_dtype_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_log_softmax_with_dtype_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_logit_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_logit_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_logit_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_multigammaln_mvlgamma_p_1_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_ndtr_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_ndtr_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_ndtr_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_ndtri_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_softmax_with_dtype_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_softmax_with_dtype_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_softmax_with_dtype_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_spherical_bessel_j0_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_spherical_bessel_j0_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_xlog1py_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_xlog1py_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_zeta_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_special_zeta_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_split_with_sizes_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_split_with_sizes_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_sqrt_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_sqrt_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_sqrt_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_square_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_square_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_square_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_squeeze_copy_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_squeeze_copy_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_squeeze_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_squeeze_multiple_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_squeeze_multiple_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_stack_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_stack_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_stack_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_std_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_std_mean_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_sub_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_sub_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_sub_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_sub_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_sum_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_sum_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_sum_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_sum_to_size_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_sum_to_size_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_t_copy_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_t_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_t_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_t_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_t_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_t_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_take_along_dim_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_take_along_dim_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_take_along_dim_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_tan_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_tanh_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_tanh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_tanh_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_tanh_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_tanh_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_tensor_split_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_tensor_split_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_to_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_to_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_trace_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_trace_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_trace_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_trace_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_trace_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_transpose_copy_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_transpose_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_transpose_copy_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_transpose_copy_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_transpose_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_transpose_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_transpose_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_transpose_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_transpose_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_tril_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_tril_indices_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_triu_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_true_divide_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_true_divide_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_trunc_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_trunc_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_trunc_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unbind_copy_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unbind_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unbind_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unbind_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unbind_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unbind_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unbind_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unbind_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unbind_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unflatten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unflatten_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unflatten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unflatten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unflatten_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unfold_copy_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unfold_copy_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unfold_copy_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unfold_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unfold_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unfold_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unsqueeze_copy_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unsqueeze_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unsqueeze_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unsqueeze_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unsqueeze_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unsqueeze_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unsqueeze_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_unsqueeze_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_var_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_var_mean_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_var_mean_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_var_mean_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_vdot_cuda_bfloat16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_vdot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_view_as_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_view_copy_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_view_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_view_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_view_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_view_cuda_int64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_view_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_vsplit_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_vsplit_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_vsplit_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_vsplit_cuda_int8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_vstack_cuda_float16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_vstack_cuda_int16, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_where_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_where_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_where_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_where_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_xlogy_cuda_bool, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_xlogy_cuda_float64, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_xlogy_cuda_int32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_xlogy_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_zeros_cuda_complex128, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_zeros_cuda_float32, test/test_ops.py::TestCommonCUDA::test_python_ref_torch_fallback__refs_zeros_cuda_uint8, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_T_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager___radd___cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager___rdiv___cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager___rmatmul___cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager___rsub___cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager__batch_norm_with_update_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_abs_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_acos_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_addcdiv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_addcmul_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_addmm_decomposed_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_addr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_alias_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_all_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_allclose_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_atan2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_atan_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_bfloat16_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_bmm_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_bmm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_bool_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_cat_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_cdouble_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_chalf_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_char_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_cholesky_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_cholesky_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_chunk_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_column_stack_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_combinations_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_conj_physical_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_copysign_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_diagflat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_diagonal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_diff_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_digamma_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_dist_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_double_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_double_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_dstack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_empty_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_eq_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_equal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_erfinv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_expand_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_expand_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_eye_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_fft_fft2_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_fft_fft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_fft_fft_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_fft_fftn_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_fft_fftshift_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_fft_hfft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_fft_hfft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_fft_hfftn_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_fft_ifftshift_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_fft_ihfft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_fft_ihfft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_fft_irfft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_fft_irfftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_fft_rfft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_fft_rfftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_fliplr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_float_power_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_frexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_full_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_geometric_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_geqrf_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_grid_sampler_2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_half_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_hash_tensor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_hsplit_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_hstack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_hypot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_i0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_igamma_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_igammac_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_imag_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_index_fill_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_index_reduce_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_int_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_isclose_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_isfinite_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_isnan_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_isnan_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_isneginf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_isreal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_item_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_jiterator_binary_return_by_ref_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_kron_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_ldexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_lerp_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_linalg_cholesky_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_linalg_cholesky_ex_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_linalg_cross_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_linalg_householder_product_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_linalg_inv_ex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_linalg_ldl_factor_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_linalg_ldl_solve_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_linalg_lu_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_linalg_lu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_linalg_lu_factor_ex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_linalg_lu_solve_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_linalg_matrix_power_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_linalg_multi_dot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_linalg_norm_subgradients_at_zero_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_linalg_pinv_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_linalg_pinv_hermitian_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_linalg_qr_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_linalg_solve_ex_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_linalg_svdvals_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_linalg_svdvals_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_linalg_tensorsolve_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_linalg_vander_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_log1p_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_log2_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_logaddexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_logical_not_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_logical_or_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_logical_xor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_lt_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_lu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_lu_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_masked_fill_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_masked_log_softmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_masked_logsumexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_masked_normalize_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_masked_prod_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_masked_prod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_masked_std_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_masked_var_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_matrix_exp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_max_pool2d_with_indices_backward_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_max_reduction_no_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_median_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_meshgrid_list_of_tensors_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_meshgrid_variadic_tensors_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_mm_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_mode_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_movedim_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_movedim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_mul_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_multinomial_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nan_to_num_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nanmean_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_narrow_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_narrow_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_narrow_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_native_layer_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_new_empty_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_new_empty_strided_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_new_full_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_new_zeros_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_avg_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_channel_shuffle_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_channel_shuffle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_cosine_embedding_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_ctc_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_group_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_hardswish_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_hinge_embedding_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_instance_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_interpolate_bilinear_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_margin_ranking_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_max_unpool1d_grad_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_max_unpool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_mse_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_multi_head_attention_forward_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_nll_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_pad_reflect_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_pad_replicate_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_pad_replicate_negative_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_pairwise_distance_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_pixel_shuffle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_pixel_unshuffle_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_rms_norm_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_rrelu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_softmin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_softplus_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_triplet_margin_loss_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nn_functional_upsample_bilinear_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_nonzero_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_norm_fro_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_norm_nuc_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_normal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_normal_in_place_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_ones_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_permute_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_polygamma_polygamma_n_4_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_prod_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_put_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_rand_like_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_randn_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_ravel_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_reciprocal_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_remainder_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_repeat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_repeat_interleave_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_repeat_interleave_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_reshape_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_reshape_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_resize__cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_resize_as__cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_resolve_conj_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_roll_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_round_decimals_0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_scatter_add_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_scatter_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_scatter_reduce_prod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_sgn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_signal_windows_blackman_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_signal_windows_exponential_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_signal_windows_gaussian_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_signal_windows_hamming_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_signbit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_sin_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_softmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_softmax_with_dtype_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_sparse_mm_reduce_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_special_bessel_j1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_special_hermite_polynomial_he_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_special_i1e_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_special_legendre_polynomial_p_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_special_modified_bessel_i1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_special_modified_bessel_k1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_special_scaled_modified_bessel_k1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_split_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_split_list_args_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_split_with_sizes_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_sqrt_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_sqrt_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_squeeze_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_squeeze_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_squeeze_multiple_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_stack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_std_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_std_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_std_unbiased_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_std_unbiased_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_sub_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_sub_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_svd_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_svd_lowrank_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_t_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_tan_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_tanh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_tensor_split_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_tensordot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_to_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_to_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_to_sparse_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_topk_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_trace_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_trapz_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_triangular_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_tril_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_triu_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_true_divide_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_trunc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_unflatten_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_unfold_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_uniform_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_unsqueeze_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_unsqueeze_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_var_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_var_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_var_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_vdot_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_view_as_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_view_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_view_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_vstack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_where_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_xlogy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_zero__cuda_float32, test/test_ops.py::TestCommonCUDA::test_variant_consistency_eager_zeros_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_H_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_T_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward___radd___cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward___rmatmul___cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward___rmul___cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward___rsub___cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward__softmax_backward_data_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward__unsafe_masked_index_put_accumulate_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward__upsample_bilinear2d_aa_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_acos_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_acosh_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_addcdiv_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_addmm_decomposed_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_alias_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_angle_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_as_strided_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_as_strided_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_as_strided_scatter_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_atan_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_atanh_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_atleast_1d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_bmm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_broadcast_tensors_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_broadcast_to_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_cartesian_prod_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_cat_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_cfloat_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_cholesky_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_chunk_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_column_stack_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_conj_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_conj_physical_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_contiguous_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_diagonal_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_diagonal_scatter_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_dot_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_erfc_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_exp2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_fft_fft2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_fft_fftn_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_fft_hfft_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_fft_ifft_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_fft_ifftshift_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_fft_ihfft2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_fft_ihfft_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_fft_rfft2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_flipud_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_float_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_gather_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_hstack_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_hypot_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_index_reduce_mean_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_index_select_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_linalg_cond_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_linalg_eig_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_linalg_eigh_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_linalg_householder_product_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_linalg_lu_factor_ex_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_linalg_pinv_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_linalg_qr_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_linalg_solve_ex_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_linalg_svd_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_linalg_vecdot_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_log1p_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_log2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_logaddexp_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_logit_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_logsumexp_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_mH_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_masked_logsumexp_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_masked_median_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_masked_normalize_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_masked_scatter_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_masked_softmin_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_min_reduction_no_dim_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_movedim_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_native_batch_norm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_native_dropout_backward_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_batch_norm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_channel_shuffle_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_conv1d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_conv2d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_conv_transpose1d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_cosine_similarity_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_ctc_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_hardtanh_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_huber_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_instance_norm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_interpolate_area_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_interpolate_bilinear_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_interpolate_nearest-exact_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_l1_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_linear_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_margin_ranking_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_max_unpool2d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_max_unpool3d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_max_unpool3d_grad_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_mish_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_pad_circular_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_pad_replicate_negative_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_prelu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_relu6_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_relu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_scaled_dot_product_attention_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_selu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_silu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_softshrink_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_threshold_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_nn_functional_upsample_bilinear_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_ormqr_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_polar_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_polygamma_polygamma_n_4_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_quantile_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_rad2deg_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_repeat_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_reshape_as_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_round_decimals_0_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_round_decimals_neg_3_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_scatter_reduce_amin_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_scatter_reduce_sum_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_sin_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_sinc_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_special_i0e_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_special_i1_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_special_ndtr_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_special_xlog1py_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_split_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_squeeze_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_squeeze_multiple_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_sub_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_sum_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_t_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_take_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_tensor_split_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_topk_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_unbind_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_unflatten_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_unsafe_split_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_var_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_var_mean_unbiased_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_backward_view_as_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input___rmul___cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input___rsub___cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input__softmax_backward_data_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_add_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_addmm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_all_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_argmax_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_as_strided_partial_views_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_atan2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_bernoulli_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_byte_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_cartesian_prod_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_cdouble_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_char_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_chunk_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_clamp_min_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_combinations_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_complex_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_contiguous_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_corrcoef_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_cosh_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_deg2rad_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_diagflat_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_dist_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_div_no_rounding_mode_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_dot_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_dsplit_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_einsum_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_empty_like_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_empty_strided_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_eq_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_equal_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_expand_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_fft_ifft2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_fft_ihfft2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_fft_irfft2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_fft_rfft_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_floor_divide_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_fmax_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_hstack_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_hypot_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_igammac_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_inner_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_isfinite_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_isin_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_isposinf_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_isreal_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_jiterator_4inputs_with_extra_args_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_jiterator_binary_return_by_ref_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_lgamma_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_linalg_eigvals_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_linalg_eigvalsh_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_linalg_lstsq_grad_oriented_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_linalg_matrix_norm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_linalg_norm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_linalg_pinv_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_linalg_pinv_singular_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_linalg_solve_ex_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_linalg_svd_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_linalg_tensorinv_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_linalg_vander_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_linspace_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_log1p_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_logical_xor_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_logspace_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_logspace_tensor_overload_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_mT_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_masked_amin_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_masked_argmin_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_masked_log_softmax_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_masked_logaddexp_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_masked_mean_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_masked_median_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_matrix_exp_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_max_reduction_with_dim_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_maximum_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_min_reduction_with_dim_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_mode_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_nanmedian_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_native_dropout_backward_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_ne_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_new_empty_strided_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_new_full_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_new_ones_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_new_zeros_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_nn_functional_alpha_dropout_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_nn_functional_avg_pool2d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_nn_functional_cosine_embedding_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_nn_functional_dropout2d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_nn_functional_dropout_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_nn_functional_embedding_bag_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_nn_functional_hardshrink_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_nn_functional_hardtanh_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_nn_functional_instance_norm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_nn_functional_interpolate_area_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_nn_functional_interpolate_nearest-exact_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_nn_functional_l1_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_nn_functional_layer_norm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_nn_functional_logsigmoid_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_nn_functional_max_unpool3d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_nn_functional_normalize_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_nn_functional_relu6_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_nn_functional_scaled_dot_product_attention_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_nn_functional_softplus_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_norm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_norm_inf_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_norm_nuc_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_outer_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_permute_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_pinverse_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_polygamma_polygamma_n_2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_randint_like_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_ravel_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_real_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_reciprocal_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_remainder_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_roll_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_round_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_round_decimals_0_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_round_decimals_neg_3_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_rsub_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_scatter_reduce_sum_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_sign_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_signal_windows_exponential_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_signal_windows_general_cosine_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_signbit_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_slice_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_special_bessel_y0_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_special_bessel_y1_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_special_chebyshev_polynomial_u_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_special_hermite_polynomial_he_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_special_i1_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_special_laguerre_polynomial_l_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_special_log_ndtr_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_special_modified_bessel_i0_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_special_modified_bessel_i1_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_special_modified_bessel_k1_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_special_ndtr_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_special_scaled_modified_bessel_k0_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_special_zeta_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_split_with_sizes_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_squeeze_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_std_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_std_mean_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_std_unbiased_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_sum_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_t_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_tanh_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_tile_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_topk_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_transpose_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_unbind_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_unflatten_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_unfold_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_unfold_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_uniform_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_view_as_complex_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_zero__cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad___rdiv___cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad___rmod___cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad___rmul___cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad__softmax_backward_data_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad__unsafe_masked_index_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad__upsample_bilinear2d_aa_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_abs_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_addbmm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_addmm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_allclose_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_amin_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_any_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_argmax_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_as_strided_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_as_strided_partial_views_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_as_strided_scatter_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_atan2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_atanh_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_bernoulli_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_bmm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_cartesian_prod_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_cfloat_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_conj_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_cross_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_cumsum_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_deg2rad_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_diag_embed_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_diff_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_digamma_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_div_floor_rounding_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_double_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_empty_like_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_empty_permuted_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_expand_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_fft_fft2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_fft_ifftn_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_fft_rfft2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_fft_rfft_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_float_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_float_power_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_floor_divide_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_fmax_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_frac_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_full_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_full_like_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_gt_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_index_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_index_put_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_isin_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_isnan_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_isposinf_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_jiterator_unary_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_lgamma_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_linalg_eigvalsh_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_linalg_householder_product_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_linalg_inv_ex_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_linalg_ldl_factor_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_linalg_ldl_factor_ex_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_linalg_ldl_solve_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_linalg_lstsq_grad_oriented_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_linalg_lu_solve_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_linalg_matrix_norm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_linalg_norm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_linspace_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_log_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_log_normal_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_logaddexp2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_logcumsumexp_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_logdet_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_logical_not_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_masked_argmin_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_masked_cumprod_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_masked_mean_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_masked_normalize_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_matmul_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_max_reduction_no_dim_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_max_reduction_with_dim_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_min_binary_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_min_reduction_no_dim_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_mul_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_mv_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nanmean_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nanmedian_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_narrow_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_native_dropout_backward_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_new_empty_strided_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_new_ones_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_adaptive_max_pool3d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_batch_norm_without_cudnn_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_bilinear_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_binary_cross_entropy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_conv3d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_conv_transpose2d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_cross_entropy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_ctc_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_dropout2d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_dropout3d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_dropout_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_embedding_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_fractional_max_pool3d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_glu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_hardswish_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_interpolate_area_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_kl_div_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_leaky_relu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_logsigmoid_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_margin_ranking_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_max_unpool2d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_max_unpool2d_grad_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_mish_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_multi_head_attention_forward_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_multi_margin_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_nll_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_pad_constant_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_pad_reflect_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_poisson_nll_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_relu6_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_scaled_dot_product_attention_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_selu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_silu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_softmin_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_threshold_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_triplet_margin_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_unfold_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_upsample_nearest_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nonzero_static_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_norm_fro_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_normal_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_ormqr_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_permute_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_polygamma_polygamma_n_1_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_polygamma_polygamma_n_3_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_randn_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_randn_like_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_reciprocal_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_reshape_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_resize__cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_resize_as__cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_roll_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_scatter_add_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_scatter_reduce_sum_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_short_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_sigmoid_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_sign_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_signal_windows_general_hamming_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_sinc_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_special_bessel_y1_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_special_hermite_polynomial_h_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_special_hermite_polynomial_he_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_special_i1_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_special_log_ndtr_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_special_scaled_modified_bessel_k0_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_special_spherical_bessel_j0_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_special_xlog1py_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_split_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_split_with_sizes_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_sqrt_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_squeeze_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_stft_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_take_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_tan_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_to_sparse_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_transpose_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_triangular_solve_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_unbind_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_unfold_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_var_mean_unbiased_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_T_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator___rmul___cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator___rsub___cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator__segment_reduce_lengths_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_abs_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_acos_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_addmm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_addmm_decomposed_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_alias_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_allclose_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_angle_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_argmax_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_argwhere_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_as_strided_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_as_strided_scatter_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_asin_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_bfloat16_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_bmm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_cat_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_char_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_cholesky_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_chunk_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_conj_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_copysign_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_count_nonzero_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_deg2rad_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_diagflat_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_diagonal_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_div_no_rounding_mode_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_dot_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_einsum_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_empty_strided_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_expand_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_fft_hfft_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_fft_ifftn_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_fft_irfft2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_fft_rfft2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_fft_rfftn_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_flip_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_full_like_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_gather_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_geqrf_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_gt_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_half_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_histc_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_i0_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_index_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_index_put_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_isneginf_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_le_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_linalg_inv_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_linalg_inv_ex_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_linalg_ldl_solve_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_linalg_matrix_rank_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_linalg_pinv_singular_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_linalg_solve_ex_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_linalg_svdvals_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_linalg_vander_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_logaddexp_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_logical_or_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_logspace_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_logspace_tensor_overload_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_logsumexp_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_long_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_lu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_lu_solve_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_lu_unpack_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_masked_logsumexp_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_masked_scatter_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_masked_select_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_masked_softmin_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_masked_std_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_matmul_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_matrix_exp_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_max_pool2d_with_indices_backward_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_min_reduction_with_dim_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_mm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_movedim_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_msort_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_mv_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nanmedian_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nanquantile_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_narrow_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_native_layer_norm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_ne_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nextafter_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_conv3d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_conv_transpose1d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_dropout3d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_embedding_bag_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_embedding_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_glu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_hinge_embedding_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_huber_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_instance_norm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_interpolate_area_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_kl_div_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_max_pool1d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_max_unpool1d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_mish_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_multi_margin_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_pad_circular_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_pad_reflect_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_pad_replicate_negative_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_pixel_unshuffle_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_prelu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_relu6_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_selu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_silu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_softmin_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_softmin_with_dtype_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_softplus_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_softshrink_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_triplet_margin_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_upsample_bilinear_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_upsample_nearest_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_normal_number_mean_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_polar_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_polygamma_polygamma_n_0_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_pow_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_prod_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_rand_like_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_repeat_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_resize__cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_resize_as__cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_roll_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_rot90_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_round_decimals_3_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_rsqrt_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_short_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_signal_windows_general_hamming_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_sinc_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_sparse_mm_reduce_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_special_hermite_polynomial_he_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_special_i1e_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_special_legendre_polynomial_p_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_special_xlog1py_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_squeeze_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_stack_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_stft_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_sub_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_sum_to_size_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_take_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_tensor_split_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_tensordot_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_triangular_solve_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_unbind_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_unflatten_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_unfold_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_unique_consecutive_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_unique_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_unsqueeze_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_var_mean_unbiased_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_vdot_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_view_as_complex_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_zeros_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay___getitem___cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay___rmod___cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay__native_batch_norm_legit_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_abs_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_acos_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_add_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_addcdiv_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_addr_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_all_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_aminmax_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_argsort_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_argwhere_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_as_strided_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_atan2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_baddbmm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_broadcast_to_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_bucketize_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_byte_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_cfloat_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_chalf_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_cholesky_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_clamp_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_clone_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_combinations_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_cumulative_trapezoid_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_deg2rad_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_diagonal_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_diagonal_scatter_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_digamma_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_dist_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_div_trunc_rounding_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_dot_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_erfc_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_erfinv_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_exp2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_fft_fft_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_fft_fftshift_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_fft_ifft2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_fft_ifft_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_flip_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_float_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_frexp_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_full_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_full_like_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_gather_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_geometric_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_hash_tensor_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_i0_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_index_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_index_put_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_index_reduce_amin_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_isclose_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_isfinite_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_isin_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_isinf_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_diagonal_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_eig_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_eigh_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_eigvals_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_ldl_factor_ex_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_pinv_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_pinv_singular_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_qr_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_solve_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_tensorsolve_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_vector_norm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_log_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_logaddexp2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_logaddexp_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_logdet_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_logical_xor_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_logspace_tensor_overload_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_lu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_mH_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_mT_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_masked_cumprod_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_masked_mean_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_masked_select_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_masked_std_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_masked_var_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_meshgrid_list_of_tensors_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_minimum_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_msort_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nansum_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_narrow_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nextafter_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_alpha_dropout_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_batch_norm_without_cudnn_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_binary_cross_entropy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_conv2d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_conv3d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_cross_entropy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_dropout2d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_elu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_fractional_max_pool2d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_hardtanh_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_max_pool1d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_max_pool3d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_max_unpool1d_grad_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_max_unpool3d_grad_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_normalize_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_pad_circular_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_pad_constant_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_rrelu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_softmin_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nonzero_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_norm_inf_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_norm_nuc_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_normal_number_mean_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_ones_like_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_permute_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_polygamma_polygamma_n_1_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_randn_like_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_ravel_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_real_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_resize__cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_resolve_conj_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_resolve_neg_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_rot90_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_round_decimals_3_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_rsub_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_sigmoid_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_sin_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_sinc_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_slice_scatter_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_softmax_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_sparse_sampled_addmm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_special_bessel_j0_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_special_bessel_j1_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_special_bessel_y0_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_special_entr_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_special_legendre_polynomial_p_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_special_modified_bessel_i1_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_special_ndtr_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_split_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_split_with_sizes_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_squeeze_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_squeeze_multiple_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_std_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_std_mean_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_stft_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_t_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_take_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_to_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_topk_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_triangular_solve_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_tril_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_true_divide_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_trunc_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_unbind_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_unflatten_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_unfold_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_unfold_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_unsqueeze_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_unsqueeze_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_var_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_var_mean_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_view_as_complex_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_zero__cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_zeros_like_cuda_float32, test/test_ops.py::TestMathBitsCUDA::test_conj_view_H_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view___rsub___cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs__conversions_bfloat16_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs__conversions_cdouble_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs__conversions_chalf_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs__conversions_char_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs__conversions_double_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs__conversions_half_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs__conversions_long_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_allclose_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_atleast_2d_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_block_diag_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_chunk_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_constant_pad_nd_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_cos_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_diag_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_diagonal_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_fft_fft2_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_fft_fft_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_fft_fftn_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_fft_hfft_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_fft_ifft_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_float_power_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_hsplit_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_imag_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_index_add_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_isreal_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_linalg_matrix_norm_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_linalg_svdvals_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_linalg_vector_norm_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_log10_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_log1p_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_log_softmax_with_dtype_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_masked_fill_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_neg_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_new_empty_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_new_zeros_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_nn_functional_l1_loss_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_nn_functional_log_softmax_with_dtype_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_nn_functional_pairwise_distance_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_nn_functional_pixel_shuffle_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_nn_functional_softmax_with_dtype_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_nn_functional_softmin_with_dtype_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_nn_functional_triplet_margin_loss_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_positive_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_ravel_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_repeat_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_roll_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_rot90_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_sgn_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_sin_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_sinh_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_stft_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_sub_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_t_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_unbind_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_unfold_copy_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_unfold_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_vsplit_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_abs_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_acos_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_addcdiv_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_allclose_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_any_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_asin_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_atanh_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_bfloat16_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_bool_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_broadcast_tensors_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_byte_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_cfloat_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_chalf_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_cholesky_solve_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_chunk_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_constant_pad_nd_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_cumsum_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_div_no_rounding_mode_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_einsum_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_empty_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_empty_like_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_expm1_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_fft_fftshift_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_fft_ifftn_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_fft_irfft2_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_fft_irfftn_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_flatten_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_float_power_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_half_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_hsplit_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_imag_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_isinf_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_isnan_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_isreal_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_jiterator_unary_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_cholesky_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_cond_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_ldl_factor_ex_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_lstsq_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_lstsq_grad_oriented_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_lu_solve_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_matrix_power_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_norm_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_norm_subgradients_at_zero_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_solve_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_svd_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_tensorinv_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_tensorsolve_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_vander_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_vecdot_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_log2_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_logdet_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_logical_and_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_logical_not_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_logical_xor_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_long_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_lu_solve_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_masked_normalize_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_mm_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_mul_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_mv_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nanmean_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_new_empty_strided_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nn_functional_conv_transpose1d_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nn_functional_triplet_margin_loss_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nn_functional_triplet_margin_with_distance_loss_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nonzero_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_ones_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_put_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_rand_like_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_randn_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_renorm_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_resize_as__cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_roll_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_sparse_sampled_addmm_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_sqrt_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_squeeze_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_std_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_std_mean_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_std_mean_unbiased_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_sub_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_sum_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_sum_to_size_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_svd_lowrank_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_take_along_dim_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_take_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_tan_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_trace_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_trapz_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_tril_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_triu_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_unfold_copy_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_unsafe_chunk_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_unsqueeze_copy_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_var_mean_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_var_mean_unbiased_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_view_as_real_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_zeros_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_H_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_T_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view___getitem___cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view___radd___cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view___rsub___cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_T_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs__conversions_bfloat16_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs__conversions_byte_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs__conversions_cdouble_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs__conversions_chalf_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs__conversions_float_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_abs_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_acos_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_add_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_addcdiv_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_addr_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_as_strided_scatter_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_atleast_1d_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_block_diag_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_clone_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_column_stack_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_conj_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_count_nonzero_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_diag_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_diag_embed_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_diagonal_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_diagonal_scatter_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_eq_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_exp2_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_exp_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_expand_as_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_fft_ifft_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_fft_ifftn_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_fill_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_flatten_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_flip_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_hstack_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_index_fill_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_index_select_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_isclose_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_isinf_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_linalg_vector_norm_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_log10_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_log1p_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_log2_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_logspace_tensor_overload_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_ne_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_new_empty_strided_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_new_zeros_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_nn_functional_channel_shuffle_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_nn_functional_pairwise_distance_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_nn_functional_pixel_shuffle_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_nn_functional_triplet_margin_loss_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_permute_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_pow_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_real_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_renorm_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_reshape_as_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_roll_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_sgn_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_sin_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_split_with_sizes_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_std_mean_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_sum_to_size_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_t_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_transpose_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_unbind_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_unfold_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_unfold_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_unsqueeze_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_var_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_var_mean_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_view_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_abs_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_acosh_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_alias_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_as_strided_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_as_strided_partial_views_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_atanh_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_atleast_1d_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_baddbmm_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_bmm_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_conj_physical_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_cross_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_diagonal_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_diagonal_scatter_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_dist_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_dsplit_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_dstack_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_equal_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_expand_as_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_expand_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_expm1_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_fft_ifft_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_fft_ifftshift_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_flip_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_flipud_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_float_power_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_full_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_gradient_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_half_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_imag_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_index_put_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_inner_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_isinf_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_isreal_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_item_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_jiterator_binary_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_jiterator_binary_return_by_ref_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_jiterator_unary_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_cholesky_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_cholesky_ex_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_cond_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_det_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_diagonal_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_matrix_rank_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_matrix_rank_hermitian_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_norm_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_pinv_singular_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_slogdet_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_solve_ex_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_tensorinv_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_vander_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_log1p_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_logcumsumexp_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_logspace_tensor_overload_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_logsumexp_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_mT_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_masked_mean_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_masked_normalize_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nanmean_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_new_empty_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_new_empty_strided_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_linear_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_pad_replicate_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_pairwise_distance_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_pixel_shuffle_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_tanhshrink_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_triplet_margin_loss_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_unfold_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nonzero_static_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_normal_in_place_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_ones_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_permute_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_permute_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_prod_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_ravel_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_reciprocal_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_repeat_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_resize__cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_resolve_conj_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_resolve_neg_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_scatter_add_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_squeeze_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_squeeze_multiple_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_sum_to_size_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_svd_lowrank_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_t_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_t_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_tan_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_trace_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_transpose_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_unbind_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_unflatten_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_unsafe_split_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_var_mean_unbiased_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_view_as_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_view_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_zeros_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_zeros_like_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_view___getitem___cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view___rmod___cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__chunk_cat_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__native_batch_norm_legit_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs__conversions_bool_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs__conversions_chalf_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs__conversions_float_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_acosh_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_add_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_addcdiv_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_addcmul_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_amin_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_arange_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_as_strided_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_block_diag_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_chunk_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_clamp_min_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_clone_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_constant_pad_nd_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_deg2rad_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_diagonal_scatter_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_div_trunc_rounding_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_dot_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_eq_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_exp_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_exponential_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_fft_hfft_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_fft_ihfftn_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_fft_rfft2_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_fft_rfft_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_flipud_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_frexp_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_geometric_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_gt_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_heaviside_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_i0_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_index_fill_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_index_select_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_isclose_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_isreal_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_le_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_linalg_cross_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_linalg_matrix_norm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_linalg_norm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_log10_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_log_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_logaddexp2_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_masked_fill_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_meshgrid_list_of_tensors_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_meshgrid_variadic_tensors_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_movedim_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_mul_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_narrow_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_new_empty_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_gelu_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_group_norm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_huber_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_l1_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_mish_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_mse_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_pixel_unshuffle_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_softplus_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_triplet_margin_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_ones_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_permute_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_pow_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_ravel_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_reciprocal_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_repeat_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_reshape_as_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_reshape_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_sigmoid_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_sinc_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_special_i0e_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_special_i1e_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_special_log_softmax_with_dtype_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_special_logit_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_special_softmax_with_dtype_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_take_along_dim_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_tensor_split_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_to_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_trace_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_tril_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_triu_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_unfold_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_unsqueeze_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_unsqueeze_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_var_mean_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_vstack_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__unsafe_masked_index_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_acosh_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_add_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_addmv_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_all_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_allclose_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_argmax_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_atan_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_atanh_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_atleast_2d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_ceil_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_char_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_cholesky_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_clone_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_complex_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_corrcoef_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_cos_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_cov_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_cummin_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_cumsum_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_diag_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_diagonal_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_digamma_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_div_floor_rounding_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_div_no_rounding_mode_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_dstack_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_einsum_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_exp_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_expand_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_expand_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fft_fft2_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fft_fftshift_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fft_hfft2_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fft_ifft_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fft_ifftshift_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fft_ihfft2_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_flatten_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_flip_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fliplr_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_float_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_full_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_ge_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_geometric_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_grid_sampler_2d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_heaviside_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_hstack_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_hypot_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_i0_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_igamma_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_index_put_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_index_reduce_mean_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_jiterator_4inputs_with_extra_args_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_jiterator_binary_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_jiterator_binary_return_by_ref_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_ldexp_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_lerp_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_lgamma_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_eig_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_eigvalsh_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_ldl_solve_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_lu_solve_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_tensorinv_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_vander_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linspace_tensor_overload_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_log1p_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_log_normal_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_logcumsumexp_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_logical_and_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_logical_not_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_lu_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_lu_solve_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_mH_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_masked_fill_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_masked_logsumexp_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_masked_normalize_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_masked_scatter_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_masked_softmin_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_matmul_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_max_reduction_with_dim_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_median_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_min_reduction_with_dim_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_minimum_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_movedim_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_mul_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_multinomial_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nanmean_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_native_layer_norm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_ne_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_adaptive_avg_pool1d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_alpha_dropout_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_binary_cross_entropy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_binary_cross_entropy_with_logits_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_conv1d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_cosine_similarity_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_cross_entropy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_embedding_bag_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_embedding_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_feature_alpha_dropout_without_train_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_hardsigmoid_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_instance_norm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_interpolate_area_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_interpolate_nearest_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_local_response_norm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_max_pool2d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_max_unpool1d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_max_unpool1d_grad_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_mish_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_pad_reflect_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_pixel_shuffle_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_rrelu_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_scaled_dot_product_attention_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_soft_margin_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_softplus_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_softshrink_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_tanhshrink_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_threshold_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_triplet_margin_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_upsample_bilinear_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nonzero_static_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_norm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_norm_nuc_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_normal_in_place_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_permute_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_permute_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_polar_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_polygamma_polygamma_n_3_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_positive_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_pow_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_qr_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_rad2deg_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_rand_like_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_round_decimals_0_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_select_scatter_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_sgn_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_short_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_signal_windows_general_cosine_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_signal_windows_hann_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_signal_windows_kaiser_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_signal_windows_nuttall_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_chebyshev_polynomial_v_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_erfcx_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_hermite_polynomial_he_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_i1e_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_modified_bessel_i0_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_modified_bessel_i1_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_modified_bessel_k0_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_modified_bessel_k1_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_ndtri_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_shifted_chebyshev_polynomial_u_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_shifted_chebyshev_polynomial_v_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_xlog1py_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_split_list_args_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_squeeze_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_stack_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_std_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_sub_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_sum_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_take_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_tensordot_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_trace_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_tril_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_true_divide_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_unique_consecutive_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_unsafe_split_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_unsqueeze_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_unsqueeze_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_vstack_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_zeros_like_cuda_float64, test/test_ops.py::TestFakeTensorCUDA::test_fake___radd___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake___rand___cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake___rmatmul___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake___rmul___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake___ror___cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake___rsub___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake__chunk_cat_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake__native_batch_norm_legit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake__unsafe_masked_index_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake__upsample_bilinear2d_aa_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_acos_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_addbmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_alias_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_angle_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_as_strided_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_asinh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_atleast_2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast___getitem___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast___rdiv___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast__chunk_cat_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast__native_batch_norm_legit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast__segment_reduce_offsets_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast__unsafe_masked_index_put_accumulate_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_abs_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_addcdiv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_any_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_arange_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_atan_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_bincount_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_bitwise_not_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_bitwise_right_shift_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_bitwise_xor_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_block_diag_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_broadcast_shapes_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_ceil_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_cfloat_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_char_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_clamp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_clamp_min_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_clone_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_combinations_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_copysign_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_cov_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_cross_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_cumprod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_diagonal_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_diff_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_double_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_dstack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_empty_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_empty_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_empty_strided_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_erfc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_erfinv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_expand_as_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_expand_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_exponential_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_fft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_fftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_ihfft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_ihfft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_irfftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_rfft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_float_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_float_power_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_frexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_grid_sampler_2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_gt_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_half_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_hstack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_i0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_igammac_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_index_reduce_amin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_inner_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_isinf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_isneginf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_isreal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_jiterator_2inputs_2outputs_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_jiterator_4inputs_with_extra_args_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_jiterator_binary_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_jiterator_unary_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_ldexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_lgamma_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_cholesky_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_lu_factor_ex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_lu_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_matrix_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_solve_ex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_solve_triangular_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linspace_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linspace_tensor_overload_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_log_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_logaddexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_logical_not_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_logical_or_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_logspace_tensor_overload_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_logsumexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_long_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_lt_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_lu_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_mT_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_amin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_argmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_cumsum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_fill_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_log_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_median_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_max_binary_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_meshgrid_list_of_tensors_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_mm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_mv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nan_to_num_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_narrow_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_neg_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_new_empty_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_new_full_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_adaptive_max_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_alpha_dropout_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_avg_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_conv3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_conv_transpose3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_dropout3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_elu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_embedding_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_gelu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_glu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_group_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_hardswish_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_interpolate_bilinear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_layer_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_max_pool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_max_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_max_unpool3d_grad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_multi_head_attention_forward_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_multilabel_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_nll_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_normalize_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_poisson_nll_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_scaled_dot_product_attention_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_selu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_silu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_soft_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_tanhshrink_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_triplet_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nonzero_static_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_ormqr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_permute_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_polygamma_polygamma_n_3_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_randint_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_real_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_repeat_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_reshape_as_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_reshape_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_rot90_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_round_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_round_decimals_3_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_scatter_add_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_scatter_reduce_amin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_scatter_reduce_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_select_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_select_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_sgn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_signal_windows_blackman_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_signal_windows_cosine_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_signal_windows_general_cosine_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_signal_windows_general_hamming_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_signal_windows_hamming_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_signal_windows_hann_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_signal_windows_kaiser_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_sinh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_slice_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_sparse_mm_reduce_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_sparse_sampled_addmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_airy_ai_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_bessel_j1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_bessel_y1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_chebyshev_polynomial_u_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_chebyshev_polynomial_w_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_erfcx_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_hermite_polynomial_h_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_i1e_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_modified_bessel_k0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_scaled_modified_bessel_k0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_zeta_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_split_with_sizes_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_squeeze_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_squeeze_multiple_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_stack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_stft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_take_along_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_tan_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_tile_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_torch_ops_aten__flash_attention_forward_cuda_float16, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_transpose_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_transpose_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_unsqueeze_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_var_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_view_as_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_zeros_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_bitwise_and_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_bitwise_left_shift_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_broadcast_to_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_bucketize_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_cfloat_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_cholesky_inverse_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_chunk_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_clamp_max_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_clamp_min_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_conj_physical_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_cov_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_H_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp___getitem___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp__segment_reduce_lengths_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp__segment_reduce_offsets_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp__upsample_bilinear2d_aa_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_acosh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_addmv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_addr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_amin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_angle_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_baddbmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_broadcast_tensors_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_cdist_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_cdouble_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_cholesky_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_cholesky_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_clone_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_conj_physical_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_constant_pad_nd_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_cummin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_deg2rad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_diag_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_diagonal_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_div_floor_rounding_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_dstack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_exp2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_exp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_expand_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_expand_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fft_fft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fft_fftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fft_hfft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fft_hfft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fft_ifft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fft_ifftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fft_ifftshift_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fill_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_flatten_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_frexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_half_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_hsplit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_hstack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_index_reduce_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_ldexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_lerp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_cholesky_ex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_cond_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_diagonal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_eigvalsh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_inv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_lstsq_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_lu_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_pinv_hermitian_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_svdvals_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_tensorinv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_log10_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_log_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_log_softmax_with_dtype_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_masked_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_masked_amin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_masked_sum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_matmul_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_max_reduction_no_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_median_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_min_binary_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_min_reduction_no_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_min_reduction_with_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_mm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_mul_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_narrow_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_native_dropout_backward_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_adaptive_max_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_batch_norm_without_cudnn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_conv1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_cross_entropy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_gelu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_hardshrink_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_hardswish_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_hardtanh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_hinge_embedding_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_interpolate_bicubic_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_interpolate_bilinear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_interpolate_linear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_interpolate_trilinear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_leaky_relu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_logsigmoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_max_pool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_max_unpool1d_grad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_max_unpool3d_grad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_multi_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_multilabel_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_pad_circular_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_pad_reflect_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_pdist_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_selu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_silu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_softmin_with_dtype_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_softplus_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_norm_fro_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_polar_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_polygamma_polygamma_n_1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_polygamma_polygamma_n_4_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_qr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_rad2deg_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_reciprocal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_renorm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_repeat_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_roll_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_rot90_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_round_decimals_neg_3_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_rsqrt_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_rsub_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_scatter_reduce_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_scatter_reduce_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_sign_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_softmax_with_dtype_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_special_erfcx_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_special_ndtri_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_split_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_split_list_args_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_std_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_std_mean_unbiased_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_sum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_take_along_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_topk_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_transpose_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_transpose_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_trapezoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_tril_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_true_divide_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_unfold_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_var_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_var_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_var_unbiased_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_view_as_complex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_vstack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_zero__cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp___radd___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp___rdiv___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp___rsub___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp__segment_reduce_offsets_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp__softmax_backward_data_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp__unsafe_masked_index_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp__upsample_bilinear2d_aa_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_acos_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_acosh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_alias_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_as_strided_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_asinh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_atleast_2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_atleast_3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_bernoulli_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_bfloat16_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cartesian_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cdist_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cdouble_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_clamp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_column_stack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_complex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_contiguous_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_copysign_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cos_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cross_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cumprod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_diagflat_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_diagonal_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_diagonal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_div_trunc_rounding_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_erf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_expand_as_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_expm1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fft_fft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fft_ifftshift_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fft_irfftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fft_rfft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fft_rfft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fill_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_flipud_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_float_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_float_power_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_floor_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fmod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_half_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_hstack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_index_reduce_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_index_reduce_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_lerp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_lgamma_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_cholesky_ex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_det_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_eigh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_householder_product_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_lstsq_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_lu_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_matrix_power_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_norm_subgradients_at_zero_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_log2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_lu_unpack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_masked_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_masked_amin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_masked_logsumexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_masked_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_masked_std_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_matmul_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_matrix_exp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_meshgrid_list_of_tensors_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_min_reduction_no_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_msort_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_mv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nan_to_num_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_native_dropout_backward_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_neg_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_adaptive_max_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_alpha_dropout_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_batch_norm_without_cudnn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_conv1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_conv2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_conv3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_conv_transpose2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_cosine_embedding_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_dropout3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_embedding_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_group_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_hardshrink_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_hardsigmoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_hardswish_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_interpolate_linear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_interpolate_nearest_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_interpolate_trilinear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_layer_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_local_response_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_logsigmoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_margin_ranking_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_max_unpool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_max_unpool3d_grad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_normalize_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_pad_circular_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_pad_constant_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_pad_replicate_negative_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_pdist_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_relu6_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_relu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_smooth_l1_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_soft_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_unfold_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_upsample_bilinear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_upsample_nearest_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_norm_inf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_ormqr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_pca_lowrank_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_pinverse_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_polygamma_polygamma_n_0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_polygamma_polygamma_n_1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_qr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_rad2deg_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_real_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_reciprocal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_renorm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_reshape_as_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_roll_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_round_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_round_decimals_3_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_select_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_sign_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_sinh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_sparse_mm_reduce_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_sparse_sampled_addmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_special_i1e_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_special_ndtri_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_special_xlog1py_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_squeeze_multiple_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_std_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_std_unbiased_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_svd_lowrank_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_t_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_tensor_split_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_to_sparse_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_topk_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_trunc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_unsafe_chunk_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_unsafe_split_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_var_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_var_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_var_unbiased_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_view_as_complex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_view_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_vstack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_cummax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_diag_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_diagflat_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_diagonal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_div_no_rounding_mode_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_dot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_empty_permuted_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_expand_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_fft_fft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_fft_hfft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_fft_irfft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_fft_irfft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_fft_rfft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_fft_rfftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_flipud_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_fmod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_frac_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_geqrf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_hash_tensor_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_hsplit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_index_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_index_fill_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_index_put_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_index_reduce_amin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_index_reduce_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_index_select_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_inner_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_jiterator_binary_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_le_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_lerp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_diagonal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_eigvalsh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_lu_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_matrix_rank_hermitian_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_qr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_slogdet_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_solve_triangular_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_vecdot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_log2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_logaddexp2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_logspace_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_logspace_tensor_overload_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_lu_unpack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_mT_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_masked_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_masked_argmin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_masked_fill_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_masked_log_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_max_binary_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_median_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_meshgrid_variadic_tensors_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_min_reduction_no_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_mm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_movedim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_mv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nanmean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nanmedian_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_native_batch_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_new_empty_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_new_full_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_avg_pool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_avg_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_batch_norm_without_cudnn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_channel_shuffle_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_conv3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_conv_transpose2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_cross_entropy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_dropout_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_embedding_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_fractional_max_pool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_grid_sample_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_huber_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_interpolate_nearest-exact_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_l1_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_leaky_relu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_linear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_max_unpool3d_grad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_mish_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_mse_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_multi_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_pad_circular_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_pad_replicate_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_pixel_shuffle_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_poisson_nll_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_softplus_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_softshrink_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_tanhshrink_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_triplet_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_unfold_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_norm_nuc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_normal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_normal_in_place_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_normal_number_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_outer_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_permute_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_pinverse_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_polygamma_polygamma_n_0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_polygamma_polygamma_n_2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_polygamma_polygamma_n_4_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_qr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_randint_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_randint_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_randn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_remainder_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_renorm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_resize_as__cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_rot90_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_round_decimals_neg_3_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_scalar_tensor_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_scatter_add_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_select_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_signal_windows_bartlett_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_signal_windows_cosine_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_signal_windows_exponential_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_signal_windows_gaussian_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_signal_windows_general_hamming_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_signal_windows_nuttall_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_sin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_slice_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_softmax_with_dtype_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_chebyshev_polynomial_v_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_erfcx_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_hermite_polynomial_h_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_hermite_polynomial_he_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_modified_bessel_k0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_ndtri_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_scaled_modified_bessel_k0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_split_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_split_with_sizes_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_split_with_sizes_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_squeeze_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_squeeze_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_squeeze_multiple_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_stack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_std_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_std_unbiased_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_stft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_t_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_take_along_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_take_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_tan_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_torch_ops_aten__flash_attention_forward_cuda_float16, test/test_ops.py::TestFakeTensorCUDA::test_fake_trapezoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_trapz_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_tril_indices_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_triu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_triu_indices_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_unfold_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_unique_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_unsafe_chunk_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_unsafe_split_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_view_as_complex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_view_as_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_view_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_vsplit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_vstack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_H_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_T_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops___radd___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops___rmatmul___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops___rpow___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops__batch_norm_with_update_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops__native_batch_norm_legit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops__upsample_bilinear2d_aa_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_abs_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_addbmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_addmv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_addr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_all_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_allclose_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_argmin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_as_strided_partial_views_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_atan_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_atleast_1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_bernoulli_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_bitwise_not_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_block_diag_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_byte_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_cholesky_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_chunk_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_clamp_min_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_column_stack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_combinations_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_contiguous_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_cummax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_cumulative_trapezoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_diagonal_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_dist_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_empty_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_eq_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_erf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fft_hfftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fft_ihfft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fft_irfftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_flatten_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_float_power_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_floor_divide_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fmin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_frac_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_frexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_hstack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_imag_cuda_complex64, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_index_reduce_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_inner_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_int_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_isclose_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_jiterator_2inputs_2outputs_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_cholesky_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_det_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_eig_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_householder_product_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_inv_ex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_ldl_factor_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_ldl_factor_ex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_lstsq_grad_oriented_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_lu_factor_ex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_matrix_rank_hermitian_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_multi_dot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_pinv_hermitian_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_qr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_svdvals_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_tensorinv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_vander_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_vecdot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_logical_and_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_logspace_tensor_overload_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_masked_cumsum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_masked_median_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_masked_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_masked_std_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_masked_var_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_matrix_exp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_max_binary_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_max_pool2d_with_indices_backward_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_median_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_minimum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_mm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_mode_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_multinomial_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_narrow_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_native_batch_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_ne_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_new_full_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_new_ones_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_new_zeros_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_adaptive_max_pool1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_avg_pool1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_bilinear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_binary_cross_entropy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_conv1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_conv_transpose2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_cosine_embedding_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_cosine_similarity_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_dropout2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_elu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_fractional_max_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_gaussian_nll_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_group_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_hardsigmoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_hardtanh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_l1_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_linear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_max_unpool1d_grad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_max_unpool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_pad_circular_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_pad_reflect_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_pdist_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_prelu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_rms_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_tanhshrink_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_threshold_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_upsample_bilinear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nonzero_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nonzero_static_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_norm_inf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_normal_in_place_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_ones_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_permute_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_pinverse_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_quantile_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_rad2deg_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_randint_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_ravel_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_real_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_remainder_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_resize_as__cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_roll_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_round_decimals_0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_round_decimals_3_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_scatter_reduce_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_scatter_reduce_sum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_signal_windows_gaussian_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_sin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_sinc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_sinh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_slice_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_sort_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_bessel_y1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_erfcx_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_legendre_polynomial_p_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_modified_bessel_i0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_shifted_chebyshev_polynomial_w_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_zeta_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_split_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_split_with_sizes_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_square_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_squeeze_multiple_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_std_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_take_along_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_tan_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_tensor_split_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_topk_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_torch__scaled_mm_cuda_float8_e4m3fn, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_trace_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_transpose_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_unbind_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_unfold_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_unique_consecutive_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_unsqueeze_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_var_unbiased_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_view_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_vstack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_zeros_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_zeros_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_arange_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_cuda_int16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_cuda_int8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_cuda_uint8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_tensor_overload_cuda_bfloat16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_tensor_overload_cuda_complex64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_logspace_cuda_complex128, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_logspace_cuda_complex64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_logspace_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_logspace_tensor_overload_cuda_int16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_logspace_tensor_overload_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_ones_cuda_bfloat16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_ones_cuda_bool, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_ones_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_zeros_cuda_complex128, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_arange_cuda_int16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_full_cuda_bool, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_full_cuda_float16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_full_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_full_cuda_int32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_full_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_linspace_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_linspace_cuda_int16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_linspace_cuda_int32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_linspace_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_linspace_cuda_int8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_linspace_tensor_overload_cuda_complex64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_linspace_tensor_overload_cuda_float16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_linspace_tensor_overload_cuda_int16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_cuda_bfloat16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_cuda_complex128, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_cuda_complex64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_cuda_int32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_cuda_uint8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_ones_cuda_complex128, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_ones_cuda_complex64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_zeros_cuda_complex32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_zeros_cuda_float64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_zeros_cuda_int16, test/test_ops.py::TestTagsCUDA::test_tags___rmatmul___cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags___rxor___cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags__refs__conversions_bool_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs__conversions_float_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_acos_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_addcmul_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_allclose_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_amax_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_atleast_1d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_bitwise_left_shift_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags__refs_bitwise_not_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags__refs_bitwise_right_shift_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags__refs_constant_pad_nd_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_count_nonzero_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_cumsum_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_diag_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_dsplit_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_dstack_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_empty_like_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_exp_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_expm1_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fft_fft_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fft_ifftshift_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fft_ihfft_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fft_ihfftn_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fft_rfft_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fill_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_flatten_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_flip_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fmax_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_frexp_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_geometric_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_gt_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_hypot_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_i0_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_imag_cuda_complex64, test/test_ops.py::TestTagsCUDA::test_tags__refs_index_add_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_isclose_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_lcm_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags__refs_lerp_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_lgamma_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_linalg_diagonal_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_linalg_svd_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_linalg_vector_norm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_linspace_tensor_overload_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_log10_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_logical_and_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_logical_or_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_mean_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_meshgrid_variadic_tensors_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_neg_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_new_full_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_new_ones_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nextafter_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_group_norm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_hardshrink_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_huber_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_log_softmax_with_dtype_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_margin_ranking_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_mish_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_mse_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_pairwise_distance_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_pdist_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_pixel_unshuffle_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_relu6_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_softmax_with_dtype_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_threshold_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_ravel_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_repeat_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_sigmoid_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_sinc_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_sinh_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_special_bessel_j0_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_special_bessel_j1_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_special_erfcx_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_special_xlog1py_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_squeeze_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_squeeze_multiple_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_std_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_sum_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_take_along_dim_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_trace_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_tril_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_triu_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_trunc_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_where_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_acos_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_add_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_all_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_any_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_argmin_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_as_strided_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_as_strided_scatter_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_atanh_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_atleast_3d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_bernoulli_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_bitwise_right_shift_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags_broadcast_tensors_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_ceil_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_cfloat_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_cholesky_inverse_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_cholesky_solve_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_clone_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_combinations_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_conj_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_constant_pad_nd_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_cosh_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_count_nonzero_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_cov_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_cumprod_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_diag_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_diag_embed_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_diagonal_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_dist_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_div_no_rounding_mode_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_dot_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_empty_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_empty_permuted_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_equal_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_erf_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_erfinv_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_exp2_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_expm1_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_eye_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_fft_fftn_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_fft_hfft2_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_fft_hfft_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_fft_irfftn_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_fmod_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_frexp_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_full_like_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_gcd_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags_half_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_hsplit_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_imag_cuda_complex64, test/test_ops.py::TestTagsCUDA::test_tags_index_reduce_mean_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_istft_cuda_complex64, test/test_ops.py::TestTagsCUDA::test_tags_jiterator_binary_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_kron_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_kthvalue_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_cholesky_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_eigh_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_eigvals_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_householder_product_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_ldl_factor_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_ldl_factor_ex_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_matrix_norm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_matrix_power_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_matrix_rank_hermitian_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_pinv_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_qr_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_solve_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_solve_ex_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linspace_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_log1p_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_log_softmax_with_dtype_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_logaddexp2_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_logit_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_logspace_tensor_overload_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_mH_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_masked_logsumexp_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_masked_norm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_masked_prod_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_maximum_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_minimum_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_mm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nansum_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_native_batch_norm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_native_layer_norm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_avg_pool3d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_batch_norm_without_cudnn_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_binary_cross_entropy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_channel_shuffle_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_conv2d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_conv3d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_cosine_embedding_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_cross_entropy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_dropout2d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_embedding_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_gelu_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_group_norm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_hardshrink_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_hardsigmoid_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_hardtanh_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_hinge_embedding_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_l1_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_logsigmoid_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_max_pool1d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_max_unpool2d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_multi_margin_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_multilabel_margin_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_one_hot_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_pad_constant_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_pixel_shuffle_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_relu_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_silu_complex_cuda_complex64, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_smooth_l1_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_soft_margin_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_softplus_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_tanhshrink_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_upsample_bilinear_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_upsample_nearest_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nonzero_static_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_norm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_normal_in_place_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_polygamma_polygamma_n_4_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_pow_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_quantile_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_randint_like_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_randn_like_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_ravel_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_resolve_conj_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_round_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_rsqrt_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_scalar_tensor_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_scatter_reduce_amax_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_scatter_reduce_mean_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_scatter_reduce_sum_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_searchsorted_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_sgn_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_sigmoid_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_signal_windows_general_cosine_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_signal_windows_nuttall_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_bessel_y0_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_chebyshev_polynomial_u_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_chebyshev_polynomial_v_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_entr_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_i1e_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_laguerre_polynomial_l_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_modified_bessel_i0_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_scaled_modified_bessel_k1_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_shifted_chebyshev_polynomial_v_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_xlog1py_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_zeta_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_split_list_args_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_square_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_squeeze_copy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_std_mean_unbiased_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_std_unbiased_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_stft_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_sum_to_size_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_take_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_tensor_split_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_triangular_solve_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_unique_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_unsqueeze_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_var_mean_unbiased_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_var_unbiased_cuda_float32 2025-08-26T22:32:06.3918233Z 2025-08-26T22:32:06.3918325Z Running test_quantization 4/4 ... [2025-08-26 22:32:06.195230] 2025-08-26T22:32:06.3918496Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T22:32:06.3918879Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_quantization.py', '--shard-id=4', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 22:32:06.195629] 2025-08-26T22:47:16.3214990Z 2025-08-26T22:47:16.3216267Z test_quantization 4/4 was successful, full logs can be found in artifacts with path test/test-reports/test_quantization_4.4_152760cd12564041_.log 2025-08-26T22:47:16.3268169Z Running 333 items in this shard: test/test_quantization.py::TestQuantizedOps::test_adaptive_avg_pool, test/test_quantization.py::TestQuantizedOps::test_adaptive_avg_pool2d_nhwc, test/test_quantization.py::TestQuantizedOps::test_adaptive_avg_pool3d_ndhwc, test/test_quantization.py::TestQuantizedOps::test_add_scalar_relu, test/test_quantization.py::TestQuantizedOps::test_avg_pool3d, test/test_quantization.py::TestQuantizedOps::test_custom_module_lstm, test/test_quantization.py::TestQuantizedOps::test_custom_module_multi_head_attention, test/test_quantization.py::TestQuantizedOps::test_hardswish, test/test_quantization.py::TestQuantizedOps::test_instance_norm, test/test_quantization.py::TestQuantizedOps::test_int8_add_onednn, test/test_quantization.py::TestQuantizedOps::test_linear_bias_unpack, test/test_quantization.py::TestQuantizedOps::test_max_pool1d, test/test_quantization.py::TestQuantizedOps::test_max_pool2d, test/test_quantization.py::TestQuantizedOps::test_mean, test/test_quantization.py::TestQuantizedOps::test_qadd_broadcast, test/test_quantization.py::TestQuantizedOps::test_qadd_relu_different_qparams, test/test_quantization.py::TestQuantizedOps::test_qclamp, test/test_quantization.py::TestQuantizedOps::test_qmatmul, test/test_quantization.py::TestQuantizedOps::test_qprelu, test/test_quantization.py::TestQuantizedOps::test_qsoftmax, test/test_quantization.py::TestQuantizedOps::test_qthreshold, test/test_quantization.py::TestQuantizedOps::test_qtopk, test/test_quantization.py::TestQNNPackOps::test_hardtanh, test/test_quantization.py::TestQuantizedLinear::test_qlinear, test/test_quantization.py::TestQuantizedLinear::test_qlinear_gelu_pt2e, test/test_quantization.py::TestQuantizedLinear::test_qlinear_relu_fp8, test/test_quantization.py::TestQuantizedLinear::test_qlinear_sum_pt2e, test/test_quantization.py::TestQuantizedLinear::test_qlinear_tanh, test/test_quantization.py::TestQuantizedLinear::test_wrapped_quantized_linear_prepacked, test/test_quantization.py::TestQuantizedConv::test_conv_transpose_reorder_issue_onednn, test/test_quantization.py::TestQuantizedConv::test_qconv1d_cudnn, test/test_quantization.py::TestQuantizedConv::test_qconv1d_fp8, test/test_quantization.py::TestQuantizedConv::test_qconv2d_add, test/test_quantization.py::TestQuantizedConv::test_qconv2d_sum_relu_pt2e, test/test_quantization.py::TestQuantizedConv::test_qconv2d_swish_fp8, test/test_quantization.py::TestQuantizedConv::test_qconv2d_unpack, test/test_quantization.py::TestQuantizedConv::test_qconv_transpose3d, test/test_quantization.py::TestDynamicQuantizedOps::test_dynamic_conv3d, test/test_quantization.py::TestDynamicQuantizedOps::test_dynamic_convtranspose2d, test/test_quantization.py::TestDynamicQuantizedOps::test_qlstmGRU, test/test_quantization.py::TestDynamicQuantizedOps::test_qrnncell, test/test_quantization.py::TestComparatorOps::test_compare_tensor_scalar, test/test_quantization.py::TestPadding::test_reflection_pad1d, test/test_quantization.py::TestPadding::test_reflection_pad2d, test/test_quantization.py::TestQuantizedFunctionalOps::test_relu_api, test/test_quantization.py::TestFakeQuantizeOps::test_fake_quantize_per_channel_affine_scale_dtypes, test/test_quantization.py::TestFakeQuantizeOps::test_fake_quantize_per_tensor_affine_inf, test/test_quantization.py::TestFakeQuantizeOps::test_forward_per_channel, test/test_quantization.py::TestFakeQuantizeOps::test_forward_per_tensor, test/test_quantization.py::TestFakeQuantizeOps::test_forward_per_tensor_cachemask_cpu, test/test_quantization.py::TestFakeQuantizeOps::test_learnable_backward_per_channel_cpu, test/test_quantization.py::TestFakeQuantizeOps::test_learnable_forward_per_channel_cuda, test/test_quantization.py::TestFakeQuantizeOps::test_learnable_forward_per_tensor_cpu, test/test_quantization.py::TestFakeQuantizeOps::test_numerical_consistency_per_channel, test/test_quantization.py::TestQuantizedTensor::test_choose_qparams_optimized, test/test_quantization.py::TestQuantizedTensor::test_compare_per_channel_device_numerics, test/test_quantization.py::TestQuantizedTensor::test_compare_per_tensor_device_numerics, test/test_quantization.py::TestQuantizedTensor::test_decomposed_choose_qparams_per_token_asymmetric_backward, test/test_quantization.py::TestQuantizedTensor::test_decomposed_quantize_per_tensor_bfloat16_input, test/test_quantization.py::TestQuantizedTensor::test_decomposed_quantize_per_token, test/test_quantization.py::TestQuantizedTensor::test_jit_serialization, test/test_quantization.py::TestQuantizedTensor::test_per_channel_qtensor_creation_cpu, test/test_quantization.py::TestQuantizedTensor::test_per_tensor_qtensor_to_memory_format, test/test_quantization.py::TestQuantizedTensor::test_qtensor_creation, test/test_quantization.py::TestQuantizedTensor::test_qtensor_cuda, test/test_quantization.py::TestQuantizedTensor::test_qtensor_masked_fill_cpu, test/test_quantization.py::TestQuantizedTensor::test_qtensor_per_channel_load_save, test/test_quantization.py::TestQuantizedTensor::test_qtensor_permute, test/test_quantization.py::TestQuantizedTensor::test_qtensor_quant_dequant, test/test_quantization.py::TestQuantizedTensor::test_qtensor_sub_byte_aligned_cols, test/test_quantization.py::TestQuantizedTensor::test_torch_qtensor_deepcopy, test/test_quantization.py::TestFakeQuantize::test_fq_serializable_per_channel, test/test_quantization.py::TestObserver::test_histogram_observer_handle_OOM_due_to_close_min_max_value, test/test_quantization.py::TestObserver::test_histogram_observer_handle_close_to_infinity, test/test_quantization.py::TestObserver::test_observer_qparams_respects_device_affinity, test/test_quantization.py::TestObserver::test_per_channel_observers_load_state_dict, test/test_quantization.py::TestObserver::test_save_load_state_dict_script, test/test_quantization.py::TestStaticQuantizedModule::test_batch_norm2d, test/test_quantization.py::TestStaticQuantizedModule::test_batch_norm3d_serialization, test/test_quantization.py::TestStaticQuantizedModule::test_conv3d_api, test/test_quantization.py::TestStaticQuantizedModule::test_dropout, test/test_quantization.py::TestStaticQuantizedModule::test_embedding_api, test/test_quantization.py::TestStaticQuantizedModule::test_embedding_bag_api, test/test_quantization.py::TestStaticQuantizedModule::test_linear_relu, test/test_quantization.py::TestStaticQuantizedModule::test_relu, test/test_quantization.py::TestDynamicQuantizedModule::test_dynamic_conv1d, test/test_quantization.py::TestDynamicQuantizedModule::test_dynamic_convtranspose3d, test/test_quantization.py::TestDynamicQuantizedModule::test_gru_api, test/test_quantization.py::TestReferenceQuantizedModule::test_linear_decomposed_weight_custom_qmin_qmax, test/test_quantization.py::TestReferenceQuantizedModule::test_rnn_cell, test/test_quantization.py::TestHistogramObserver::test_histogram_observer_against_reference, test/test_quantization.py::TestDistributed::test_observers_preserve_buffers, test/test_quantization.py::TestDistributed::test_qat_convbn_fused_syncbn_replacement, test/test_quantization.py::TestDistributed::test_qat_data_parallel, test/test_quantization.py::TestFusedObsFakeQuantModule::test_compare_fused_obs_fq_oss_module, test/test_quantization.py::TestFusedObsFakeQuantModule::test_fused_mod_per_channel, test/test_quantization.py::TestBackendConfig::test_backend_config_set_backend_pattern_config, test/test_quantization.py::TestBackendConfig::test_backend_op_config_add_dtype_config, test/test_quantization.py::TestBackendConfig::test_backend_op_config_set_extra_inputs_getter, test/test_quantization.py::TestBackendConfig::test_backend_op_config_set_fused_module, test/test_quantization.py::TestBackendConfig::test_backend_op_config_set_reference_quantized_module, test/test_quantization.py::TestUtils::test_get_fqn_to_example_inputs_complex_args, test/test_quantization.py::TestUtils::test_quantize_weight_clamping_per_channel, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_activations, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_forward_hooks_preserved, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_mha_batch_first_attr_is_copied_in_prepare, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_quantized_embedding, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_resnet_base, test/test_quantization.py::TestQuantizeEagerPTQDynamic::test_embedding_bag_dynamic, test/test_quantization.py::TestQuantizeEagerPTQDynamic::test_nested1, test/test_quantization.py::TestQuantizeEagerPTQDynamic::test_nested3, test/test_quantization.py::TestQuantizeEagerPTQDynamic::test_quantized_rnn, test/test_quantization.py::TestQuantizeEagerOps::test_conv_1d, test/test_quantization.py::TestQuantizeEagerOps::test_functional_module, test/test_quantization.py::TestQuantizeEagerQAT::test_embedding_qat_qconfig_equal, test/test_quantization.py::TestQuantizeEagerQAT::test_forward_hooks_preserved, test/test_quantization.py::TestQuantizeEagerQAT::test_mul_scalar_uses_input_qparams, test/test_quantization.py::TestQuantizeEagerQAT::test_qat_embedding_bag_errors, test/test_quantization.py::TestQuantizeEagerQAT::test_train_save_load_eval, test/test_quantization.py::TestQuantizeEagerQATNumerics::test_linear_bn_workflow, test/test_quantization.py::TestFuseEager::test_fuse_function_customization, test/test_quantization.py::TestFuseEager::test_fuse_module_train, test/test_quantization.py::TestFuseEager::test_fusion_sequential_model_train, test/test_quantization.py::TestModelNumericsEager::test_float_quant_compare_per_channel, test/test_quantization.py::TestNumericSuiteEager::test_compare_model_stub_functional_static, test/test_quantization.py::TestNumericSuiteEager::test_compare_model_stub_lstm_dynamic, test/test_quantization.py::TestNumericSuiteEager::test_compare_weights_conv_static, test/test_quantization.py::TestNumericSuiteEager::test_shadow_logger, test/test_quantization.py::TestEqualizeEager::test_converged, test/test_quantization.py::TestEqualizeEager::test_equalize_fused_linearrelu, test/test_quantization.py::TestFuseFx::test_fuse_conv_bn_add_relu_by_default, test/test_quantization.py::TestFuseFx::test_fuse_conv_bn_add_relu_lowering, test/test_quantization.py::TestFuseFx::test_fuse_custom_pattern, test/test_quantization.py::TestFuseFx::test_linear_bn_leaky_relu_not_fused_by_default, test/test_quantization.py::TestFuseFx::test_problematic_fuse_example, test/test_quantization.py::TestQuantizeFx::test__convert_to_reference_decomposed_fx, test/test_quantization.py::TestQuantizeFx::test__convert_to_reference_decomposed_fx_per_channel_quant, test/test_quantization.py::TestQuantizeFx::test_backend_config_quantization_range, test/test_quantization.py::TestQuantizeFx::test_backend_config_scale_min, test/test_quantization.py::TestQuantizeFx::test_conv_transpose_relu_not_reference, test/test_quantization.py::TestQuantizeFx::test_convert_custom_config_to_dict, test/test_quantization.py::TestQuantizeFx::test_convert_qconfig_mapping, test/test_quantization.py::TestQuantizeFx::test_copy_node_has_shared_actpp_instance, test/test_quantization.py::TestQuantizeFx::test_custom_module_class_input_has_duplicate_nodes, test/test_quantization.py::TestQuantizeFx::test_dequantize, test/test_quantization.py::TestQuantizeFx::test_dict_output, test/test_quantization.py::TestQuantizeFx::test_dynamic_quant_weight_observer, test/test_quantization.py::TestQuantizeFx::test_fold_quant_dequant, test/test_quantization.py::TestQuantizeFx::test_fp32_input_fp32_output, test/test_quantization.py::TestQuantizeFx::test_fuse_custom_config_from_dict, test/test_quantization.py::TestQuantizeFx::test_fused_module_qat_swap, test/test_quantization.py::TestQuantizeFx::test_fusion_pattern_unquantized, test/test_quantization.py::TestQuantizeFx::test_keep_original_weights, test/test_quantization.py::TestQuantizeFx::test_linear_bn, test/test_quantization.py::TestQuantizeFx::test_linear_qint8_activation, test/test_quantization.py::TestQuantizeFx::test_lowering_functional_conv_with_kwargs, test/test_quantization.py::TestQuantizeFx::test_mixed_dtypes, test/test_quantization.py::TestQuantizeFx::test_observer_fqn, test/test_quantization.py::TestQuantizeFx::test_packed_weight_fused_op, test/test_quantization.py::TestQuantizeFx::test_prepare_custom_config_set_non_traceable_module_classes, test/test_quantization.py::TestQuantizeFx::test_prepare_custom_config_set_standalone_module_class, test/test_quantization.py::TestQuantizeFx::test_preserve_qconfig, test/test_quantization.py::TestQuantizeFx::test_preserve_tuple, test/test_quantization.py::TestQuantizeFx::test_propagate_dtypes_for_known_nodes_dict_args, test/test_quantization.py::TestQuantizeFx::test_propagate_dtypes_for_known_nodes_dict_tuple_args, test/test_quantization.py::TestQuantizeFx::test_propagate_dtypes_for_known_nodes_tuple_args, test/test_quantization.py::TestQuantizeFx::test_qconfig_for_call_method, test/test_quantization.py::TestQuantizeFx::test_qconfig_mapping_from_dict, test/test_quantization.py::TestQuantizeFx::test_qconfig_mapping_set_object_type, test/test_quantization.py::TestQuantizeFx::test_qconfig_module_type, test/test_quantization.py::TestQuantizeFx::test_qconfig_none, test/test_quantization.py::TestQuantizeFx::test_qconfig_precedence, test/test_quantization.py::TestQuantizeFx::test_quantized_input_quantized_output, test/test_quantization.py::TestQuantizeFx::test_quantized_model_type, test/test_quantization.py::TestQuantizeFx::test_remove_qconfig, test/test_quantization.py::TestQuantizeFx::test_return_none, test/test_quantization.py::TestQuantizeFx::test_reuse_input_qconfig, test/test_quantization.py::TestQuantizeFx::test_stack_trace_preserved_linear, test/test_quantization.py::TestQuantizeFx::test_symmetric_qnnpack_qat_qconfig_mapping, test/test_quantization.py::TestQuantizeFx::test_torch_unsqueeze_nontensor_args_not_observed, test/test_quantization.py::TestQuantizeFx::test_unsqueeze__nontensor_args_not_observed, test/test_quantization.py::TestQuantizeFxOps::test_boolean_tensor, test/test_quantization.py::TestQuantizeFxOps::test_conv_module, test/test_quantization.py::TestQuantizeFxOps::test_embedding, test/test_quantization.py::TestQuantizeFxOps::test_hardswish, test/test_quantization.py::TestQuantizeFxOps::test_instance_norm, test/test_quantization.py::TestQuantizeFxOps::test_mish_reference, test/test_quantization.py::TestQuantizeFxOps::test_qbatch_norm, test/test_quantization.py::TestQuantizeFxOps::test_quantized_mul_qat, test/test_quantization.py::TestQuantizeFxOps::test_rnn, test/test_quantization.py::TestQuantizeFxOps::test_softmax_reference, test/test_quantization.py::TestQuantizeFxOps::test_sum, test/test_quantization.py::TestQuantizeFxModels::test_qat_functional_linear, test/test_quantization.py::TestQuantizeFxModels::test_resnet18_ddp, test/test_quantization.py::TestQuantizeFxModels::test_resnet_base, test/test_quantization.py::TestQuantizeFxModels::test_switch_device_prepare_convert, test/test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_correct_output_replacement, test/test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_internal_pattern_nodes_cannot_have_users_that_are_not_matched, test/test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_multiple_pattern_match, test/test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_single_pattern_match, test/test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_traced_as_callable, test/test_quantization.py::TestGraphUtils::test_conv_bn_conv_relu, test/test_quantization.py::TestDuplicateDQPass::test_avgpool_use_different_qconfig, test/test_quantization.py::TestDuplicateDQPass::test_no_add_quant_duplicate_dq, test/test_quantization.py::TestMetaDataPorting::test_metadata_porting_for_dq_no_static_q, test/test_quantization.py::TestMetaDataPorting::test_metadata_porting_with_no_quant_inbetween, test/test_quantization.py::TestMetaDataPorting::test_simple_metadata_porting, test/test_quantization.py::TestNumericDebugger::test_extract_results_from_loggers_list_output, test/test_quantization.py::TestQuantizePT2E::test_composable_quantizer_throw, test/test_quantization.py::TestQuantizePT2E::test_conv_transpose_bn_relu, test/test_quantization.py::TestQuantizePT2E::test_derived_qspec, test/test_quantization.py::TestQuantizePT2E::test_derived_qspec_per_channel, test/test_quantization.py::TestQuantizePT2E::test_embedding_conv_linear_quantization, test/test_quantization.py::TestQuantizePT2E::test_embedding_quantizer, test/test_quantization.py::TestQuantizePT2E::test_fixed_qparams_qspec_ptq, test/test_quantization.py::TestQuantizePT2E::test_fixed_qparams_qspec_qat, test/test_quantization.py::TestQuantizePT2E::test_observer_callback, test/test_quantization.py::TestQuantizePT2E::test_preserve_nn_module_stack, test/test_quantization.py::TestQuantizePT2E::test_quantization_dtype_float32_float8_e4m3fn, test/test_quantization.py::TestQuantizePT2E::test_shared_qspec, test/test_quantization.py::TestQuantizePT2E::test_shared_qspec_transitivity, test/test_quantization.py::TestPT2ERepresentation::test_add, test/test_quantization.py::TestPT2ERepresentation::test_conv2d, test/test_quantization.py::TestXNNPACKQuantizer::test_conv1d, test/test_quantization.py::TestXNNPACKQuantizer::test_conv1d_with_conv2d, test/test_quantization.py::TestXNNPACKQuantizer::test_conv_linear_no_permute, test/test_quantization.py::TestXNNPACKQuantizer::test_dynamic_linear_int4_weight, test/test_quantization.py::TestXNNPACKQuantizer::test_linear, test/test_quantization.py::TestXNNPACKQuantizer::test_set_module_type, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_cat_recipe_same_inputs, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_conv2d_binary, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_conv2d_binary2, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_dynamic_qat, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_unary_dynamic, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_qat_conv2d_binary, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_set_module_name_qconfig, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_set_module_name_qconfig_for_dynamic_quant, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_fold_bn_erases_add_node, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_bn_fusion_cuda, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_bn_relu_fusion_no_conv_bias, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_update_shared_qspec, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_fold_bn_erases_add_node, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_bias_derived_qspec, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_fusion_literal_args, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_per_channel_weight_bias, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_no_bias, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_update_shared_qspec, test/test_quantization.py::TestQuantizePT2EQATModels::test_qat_mobilenet_v2, test/test_quantization.py::TestFXGraphMatcher::test_dict_return_type, test/test_quantization.py::TestFXGraphMatcher::test_methods, test/test_quantization.py::TestFXGraphMatcher::test_nodes_before_cat, test/test_quantization.py::TestFXGraphMatcher::test_simple_mod, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_add_loggers_cuda, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extend_logger_results_with_comparison, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_linear_fun_qat, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_linear_fp16_weights, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_loggers_preserve_qat_numerics, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_logging_inputs, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_match_activations_fqn, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_unsupported_op_copy_skips_shadowing, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_user_module_scriptable, test/test_quantization.py::TestFXNumericSuiteNShadows::test_add_loggers_conv_bn_relu_fusion_fp32, test/test_quantization.py::TestFXNumericSuiteNShadows::test_add_loggers_linear_mod_quant_quant, test/test_quantization.py::TestFXNumericSuiteNShadows::test_linear_relu_mod, test/test_quantization.py::TestFXNumericSuiteNShadows::test_partial_qconfig_mapping, test/test_quantization.py::TestFXNumericSuiteNShadows::test_qconfig_multi_mapping_retroactive_padding, test/test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_mobilenet_v2, test/test_quantization.py::TestFxModelReportDetector::test_multiple_q_config_options, test/test_quantization.py::TestFxModelReportDetector::test_sequential_model_format, test/test_quantization.py::TestFxModelReportObserver::test_random_epochs_and_batches, test/test_quantization.py::TestFxModelReportDetectDynamicStatic::test_nested_detection_case, test/test_quantization.py::TestFxDetectInputWeightEqualization::test_input_weight_equalization_determine_points, test/test_quantization.py::TestFxDetectOutliers::test_no_outlier_report_gen, test/test_quantization.py::TestFxModelReportVisualizer::test_generate_tables_match_with_report, test/test_quantization.py::TestFxModelReportVisualizer::test_generate_tables_single_feat_match, test/test_quantization.py::TestEqualizeFx::test_input_weight_equalization_convert, test/test_quantization.py::TestEqualizeFx::test_input_weight_equalization_equalization_scales, test/test_quantization.py::TestSerialization::test_conv2d_graph_v2, test/test_quantization.py::TestSerialization::test_conv2d_nobias_graph_v2, test/test_quantization.py::TestSerialization::test_conv3d_relu, test/test_quantization.py::TestSerialization::test_linear, test/test_quantization.py::TestQuantizeJit::test_nested, test/test_quantization.py::TestQuantizeJit::test_skip_quant, test/test_quantization.py::TestQuantizeJitPasses::test_finalize_debug, test/test_quantization.py::TestQuantizeJitPasses::test_foldbn_shared_classtype, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_for_if, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_interface_unshare_type, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_propagate_observed_for_function, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_shared_class_type, test/test_quantization.py::TestQuantizeJitPasses::test_insert_quant_dequant_shared_class_type, test/test_quantization.py::TestQuantizeJitPasses::test_interface_with_fork, test/test_quantization.py::TestQuantizeJitPasses::test_replicate_dequantize, test/test_quantization.py::TestQuantizeJitOps::test_clamp, test/test_quantization.py::TestQuantizeJitOps::test_conv_with_benchmark_flag, test/test_quantization.py::TestQuantizeJitOps::test_elu, test/test_quantization.py::TestQuantizeJitOps::test_hardswish, test/test_quantization.py::TestQuantizeJitOps::test_layer_norm, test/test_quantization.py::TestQuantizeJitOps::test_qbatch_norm_relu_BNFuncRelu, test/test_quantization.py::TestQuantizeJitOps::test_quantized_add, test/test_quantization.py::TestQuantizeJitOps::test_quantized_add_relu_alpha, test/test_quantization.py::TestQuantizeJitOps::test_quantized_add_scalar_relu, test/test_quantization.py::TestQuantizeJitOps::test_quantized_mul_scalar_relu, test/test_quantization.py::TestQuantizeDynamicJitPasses::test_dynamic_multi_op, test/test_quantization.py::TestQuantizeDynamicJitPasses::test_prepare_dynamic_child_qconfig, test/test_quantization.py::TestQuantizeDynamicJitOps::test_embedding_bag_padding_idx_error, test/test_quantization.py::TestFusionPasses::test_quantized_add_relu_fusion, test/test_quantization.py::TestDeprecatedJitQuantized::test_erase_class_tensor_shapes, test/test_quantization.py::TestDeprecatedJitQuantized::test_quantization_modules, test/test_quantization.py::TestAOMigrationQuantization::test_function_import_fake_quantize, test/test_quantization.py::TestAOMigrationQuantization::test_function_import_quantization_mappings, test/test_quantization.py::TestAOMigrationNNQuantized::test_import_nn_qat_embedding_ops, test/test_quantization.py::TestAOMigrationNNQuantized::test_import_nn_qat_linear, test/test_quantization.py::TestAOMigrationNNQuantized::test_import_nn_quantizable_rnn, test/test_quantization.py::TestAOMigrationNNQuantized::test_modules_activation, test/test_quantization.py::TestAOMigrationNNQuantized::test_modules_linear, test/test_quantization.py::TestAOMigrationNNQuantized::test_modules_normalization, test/test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_import_nn_intrinsic_quantized, test/test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_pattern_utils, test/test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_quantization_patterns, test/test_quantization.py::TestFloat8DtypeCUDA::test_cast_round_trip_extremes_cuda_float8_e5m2, test/test_quantization.py::TestFloat8DtypeCUDA::test_cast_round_trip_rte_cuda_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCUDA::test_cast_round_trip_soak_cuda_float8_e4m3fn, test/test_quantization.py::TestFloat8DtypeCUDA::test_cast_round_trip_soak_cuda_float8_e5m2, test/test_quantization.py::TestFloat8DtypeCUDA::test_cast_round_trip_subnormals_cuda_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCUDA::test_creation_with_zeros_cuda_float8_e4m3fn, test/test_quantization.py::TestFloat8DtypeCUDA::test_empty_cuda_float8_e4m3fn, test/test_quantization.py::TestFloat8DtypeCUDA::test_empty_cuda_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCUDA::test_finfo_cuda_float8_e4m3fn, test/test_quantization.py::TestFloat8DtypeCUDA::test_finfo_cuda_float8_e5m2fnuz, test/test_quantization.py::TestFloat8DtypeCUDA::test_to_string_cuda_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCUDA::test_type_promotion_fails_cuda_float8_e8m0fnu 2025-08-26T22:47:16.3303576Z 2025-08-26T22:47:16.3303714Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading 2025-08-26T22:47:16.3303945Z Uploading artifacts took 0.00 seconds 2025-08-26T22:47:16.3304147Z Running test_public_bindings 1/1 ... [2025-08-26 22:47:16.322430] 2025-08-26T22:47:16.3304337Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T22:47:16.3304750Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_public_bindings.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 22:47:16.322684] 2025-08-26T22:47:24.2524269Z 2025-08-26T22:47:24.2525204Z test_public_bindings 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_public_bindings_1.1_e41ba41c248dc0da_.log 2025-08-26T22:47:24.2526322Z Running 4 items in this shard: test/test_public_bindings.py::TestPublicBindings::test_correct_module_names, test/test_public_bindings.py::TestPublicBindings::test_modules_can_be_imported, test/test_public_bindings.py::TestPublicBindings::test_no_new_bindings, test/test_public_bindings.py::TestPublicBindings::test_no_new_reexport_callables 2025-08-26T22:47:24.2526853Z 2025-08-26T22:47:24.2526990Z Running test_transformers 1/1 ... [2025-08-26 22:47:24.252398] 2025-08-26T22:47:24.2527191Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T22:47:24.2534852Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_transformers.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 22:47:24.252620] 2025-08-26T22:50:37.7841480Z 2025-08-26T22:50:37.7843342Z PRINTING LOG FILE of test_transformers 1/1 (test/test-reports/test_transformers_1.1_df6348250debfb3e_.log) 2025-08-26T22:50:37.7846307Z /opt/conda/envs/py_3.12/lib/python3.12/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-26T22:50:37.7847348Z import pkg_resources 2025-08-26T22:50:37.7847718Z Test results will be stored in test-reports/python-pytest/test_transformers/test_transformers-7fe86d794289a722.xml 2025-08-26T22:50:37.7848941Z ============================= test session starts ============================== 2025-08-26T22:50:37.7849347Z platform linux -- Python 3.12.11, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.12/bin/python 2025-08-26T22:50:37.7849804Z cachedir: .pytest_cache 2025-08-26T22:50:37.7850199Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-08-26T22:50:37.7850622Z rootdir: /var/lib/jenkins/pytorch 2025-08-26T22:50:37.7850807Z configfile: pytest.ini 2025-08-26T22:50:37.7858438Z plugins: hypothesis-5.35.1, subtests-0.13.1, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, xdist-3.3.1, xdoctest-1.1.0, typeguard-4.3.0 2025-08-26T22:50:37.7859133Z collecting ... collected 12244 items 2025-08-26T22:50:37.7859374Z stepcurrent: Cannot find last run test, not skipping 2025-08-26T22:50:38.1752999Z Running 12244 items in this shard: test/test_transformers.py::TestTransformersCUDA::test_bias_is_none_cuda, test/test_transformers.py::TestTransformersCUDA::test_decoder_only_layer_cuda, test/test_transformers.py::TestTransformersCUDA::test_decoder_padding_and_src_mask_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_disable_fastpath_cuda, test/test_transformers.py::TestTransformersCUDA::test_encoder_is_causal_cuda, test/test_transformers.py::TestTransformersCUDA::test_encoder_padding_and_src_mask_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_is_causal_gpu_cuda, test/test_transformers.py::TestTransformersCUDA::test_kpm_mask_trailing_column_with_nested_tensor_cuda, test/test_transformers.py::TestTransformersCUDA::test_mask_check_fastpath_cuda, test/test_transformers.py::TestTransformersCUDA::test_math_backend_high_precision_cuda, test/test_transformers.py::TestTransformersCUDA::test_mha_native_args_nb_heads_1_bias_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_mha_native_args_nb_heads_1_bias_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_mha_native_args_nb_heads_8_bias_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_mha_native_args_nb_heads_8_bias_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim1_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim1_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim_2_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim_2_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim1_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim1_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim_2_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim_2_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim1_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim1_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim_2_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim_2_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_no_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_no_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_no_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_script_encoder_subclass_cuda, test/test_transformers.py::TestTransformersCUDA::test_script_mha_in_proj_weight_none_cuda, test/test_transformers.py::TestTransformersCUDA::test_self_attn_TxT_attn_mask_cuda, test/test_transformers.py::TestTransformersCUDA::test_train_with_is_causal_cuda, test/test_transformers.py::TestTransformersCUDA::test_train_with_pad_and_catch_error_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformer_bias_is_none_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_False_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_False_enable_nested_tensor_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_True_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_True_enable_nested_tensor_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_False_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_False_enable_nested_tensor_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_True_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_True_enable_nested_tensor_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_False_d_model_12_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_False_d_model_256_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_True_d_model_12_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_True_d_model_256_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_False_d_model_12_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_False_d_model_256_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_True_d_model_12_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_True_d_model_256_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_False_training_False_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_False_training_True_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_True_training_False_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_True_training_True_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_no_fastpath_with_hooks_nhead_3_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_no_fastpath_with_hooks_nhead_4_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_src_mask_nhead_1_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_src_mask_nhead_4_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_src_mask_nhead_8_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_subclass_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_subclass_model_cuda, test/test_transformers.py::TestTransformersCUDA::test_with_nested_tensor_input_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_dispatch_fails_no_backend_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_atteention_large_bf16_nan_values_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_attention_fail_with_non_square_causal_attention_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_autocast_fp32_bfloat16_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_autocast_fp32_float16_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_193_dropout_p_0_0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_193_dropout_p_0_2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_256_dropout_p_0_0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_256_dropout_p_0_2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_fail_fp32_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_nested_broadcasting_error_cases_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_nested_broadcasting_requires_grad_failure_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_seq_len_0_inputs_fused_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_seq_len_0_inputs_fused_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_attn_mask_present_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_broadcast_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_broadcast_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_dim_3_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_dim_3_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_head_dim_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_head_dim_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_invalid_dtype_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_invalid_dtype_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_1_dimensional_inputs_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_1_dimensional_inputs_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_1_dimensional_inputs_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_datatypes_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_datatypes_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_datatypes_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_devices_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_devices_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_devices_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_last_dim_stride_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_last_dim_stride_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_sdpa_kernel_grouped_query_attention_cuda_fused_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_sequence_lengths_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_sequence_lengths_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mask_invalid_last_dim_stride_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mask_invalid_last_dim_stride_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mem_eff_attention_fail_with_batch_size_geq_65536_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mem_eff_attention_fail_with_batch_size_geq_65536_error_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mem_eff_attention_large_seq_len_uniform_attention_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mem_efficient_fail_bfloat16_less_than_sm80_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_nested_fails_on_padding_head_dim_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_unaligned_tensors_cuda, test/test_transformers.py::TestSDPACUDA::test_scaled_dot_product_attention_math_with_negative_scale_kernel0_cuda, test/test_transformers.py::TestSDPACUDA::test_sdp_math_gradcheck_contiguous_inputs_False_cuda, test/test_transformers.py::TestSDPACUDA::test_sdp_math_gradcheck_contiguous_inputs_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_d256_heuristic_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_different_dk_dv_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_fail_d128_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_gqa_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_nonmodulo64seqlen_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_preserves_query_layout_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_trivial_output_transpose_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_different_dk_dv_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel0_warn_only_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel0_warn_only_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel1_warn_only_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel1_warn_only_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_query_dense_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_seq_len_1_inputs_fused_kernel0_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_seq_len_1_inputs_fused_kernel1_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_choice_type_dense_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_choice_type_nested_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_priority_order_use_compile_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_priority_order_use_compile_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_long_sequence_mask_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_long_sequence_mask_float32_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_non_contig_mask_bug_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_non_contiguous_mask_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_non_contiguous_mask_float32_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_backwards_determinism_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_mask_variants_mask_dim_1_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_mask_variants_mask_dim_2_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_mask_variants_mask_dim_3_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_mask_variants_mask_dim_4_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_cudnn_nested_type_nested_is_contiguous_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_dense_fused_kernel0_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_dense_fused_kernel1_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_nested_fused_kernel0_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_nested_fused_kernel1_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_dense_is_contiguous_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_dense_is_contiguous_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_nested_is_contiguous_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_nested_is_contiguous_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_choice_with_determinism_warn_only_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_choice_with_determinism_warn_only_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_False_bfloat16_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_False_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_True_bfloat16_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_True_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_False_bfloat16_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_False_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_True_bfloat16_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_True_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_False_is_causal_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_False_is_causal_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_True_is_causal_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_True_is_causal_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_singelton_head_dim_stride_ne_1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_1_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_1_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_1_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_1_shape3_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_2_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_2_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_2_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_2_shape3_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_1_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_1_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_1_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_1_shape3_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_2_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_2_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_2_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_2_shape3_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_and_mask_fails_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape3_cuda 2025-08-26T22:50:38.5631291Z 2025-08-26T22:50:38.5631578Z test_transformers.py::TestTransformersCUDA::test_bias_is_none_cuda PASSED [0.0281s] [ 0%] 2025-08-26T22:50:38.5633289Z test_transformers.py::TestTransformersCUDA::test_decoder_only_layer_cuda SKIPPED [0.0002s] (Fairseq not found) [ 0%] 2025-08-26T22:50:38.5633674Z test_transformers.py::TestTransformersCUDA::test_decoder_padding_and_src_mask_bool_cuda PASSED [0.1625s] [ 0%] 2025-08-26T22:50:38.5634003Z test_transformers.py::TestTransformersCUDA::test_disable_fastpath_cuda PASSED [0.4982s] [ 0%] 2025-08-26T22:50:38.5634313Z test_transformers.py::TestTransformersCUDA::test_encoder_is_causal_cuda PASSED [0.0408s] [ 0%] 2025-08-26T22:50:38.5634641Z test_transformers.py::TestTransformersCUDA::test_encoder_padding_and_src_mask_bool_cuda PASSED [0.1470s] [ 0%] 2025-08-26T22:50:38.5635040Z test_transformers.py::TestTransformersCUDA::test_is_causal_gpu_cuda SKIPPED [0.0008s] (skipIfRocm: test doesn't currently work on the ROCm stack) [ 0%] 2025-08-26T22:50:38.5635507Z test_transformers.py::TestTransformersCUDA::test_kpm_mask_trailing_column_with_nested_tensor_cuda PASSED [0.1350s] [ 0%] 2025-08-26T22:50:38.5635864Z test_transformers.py::TestTransformersCUDA::test_mask_check_fastpath_cuda PASSED [0.0109s] [ 0%] 2025-08-26T22:50:38.5636202Z test_transformers.py::TestTransformersCUDA::test_math_backend_high_precision_cuda PASSED [2.9638s] [ 0%] 2025-08-26T22:50:38.5636548Z test_transformers.py::TestTransformersCUDA::test_mha_native_args_nb_heads_1_bias_False_cuda PASSED [0.0030s] [ 0%] 2025-08-26T22:50:38.5636888Z test_transformers.py::TestTransformersCUDA::test_mha_native_args_nb_heads_1_bias_True_cuda PASSED [0.0025s] [ 0%] 2025-08-26T22:50:38.5637254Z test_transformers.py::TestTransformersCUDA::test_mha_native_args_nb_heads_8_bias_False_cuda PASSED [0.0020s] [ 0%] 2025-08-26T22:50:38.5637695Z test_transformers.py::TestTransformersCUDA::test_mha_native_args_nb_heads_8_bias_True_cuda PASSED [0.0019s] [ 0%] 2025-08-26T22:50:38.5638097Z test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim1_bool_cuda PASSED [1.9423s] [ 0%] 2025-08-26T22:50:38.5638977Z test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim1_float32_cuda SKIPPED [0.0006s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157060 for platform(s) rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-08-26T22:50:38.5640590Z test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim_2_bool_cuda SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157038 for platform(s) rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-08-26T22:50:38.5641415Z test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim_2_float32_cuda PASSED [0.0041s] [ 0%] 2025-08-26T22:50:38.5642013Z test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim1_bool_cuda SKIPPED [0.0007s] (boolean mask is not fully supported on ROCm yet.) [ 0%] 2025-08-26T22:50:38.5642521Z test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim1_float32_cuda PASSED [0.0030s] [ 0%] 2025-08-26T22:50:38.5643060Z test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim_2_bool_cuda SKIPPED [0.0006s] (boolean mask is not fully supported on ROCm yet.) [ 0%] 2025-08-26T22:50:38.5643685Z test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim_2_float32_cuda PASSED [0.0025s] [ 0%] 2025-08-26T22:50:38.5644248Z test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim1_bool_cuda SKIPPED [0.0005s] (boolean mask is not fully supported on ROCm yet.) [ 0%] 2025-08-26T22:50:38.5644988Z test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim1_float32_cuda PASSED [0.0024s] [ 0%] 2025-08-26T22:50:38.5645502Z test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim_2_bool_cuda SKIPPED [0.0005s] (boolean mask is not fully supported on ROCm yet.) [ 0%] 2025-08-26T22:50:38.5646034Z test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim_2_float32_cuda PASSED [0.0026s] [ 0%] 2025-08-26T22:50:38.5646475Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_attn_mask_dropout_p_0_0_cuda PASSED [0.0408s] [ 0%] 2025-08-26T22:50:38.5646887Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_attn_mask_dropout_p_0_2_cuda PASSED [0.0043s] [ 0%] 2025-08-26T22:50:38.5647317Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_attn_mask_dropout_p_0_5_cuda PASSED [0.0037s] [ 0%] 2025-08-26T22:50:38.5648102Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_0_cuda SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157061 for platform(s) rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-08-26T22:50:38.5649280Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_2_cuda SKIPPED [0.0003s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157039 for platform(s) rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-08-26T22:50:38.5650471Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_5_cuda SKIPPED [0.0003s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157091 for platform(s) rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-08-26T22:50:38.5651279Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_0_cuda PASSED [0.0024s] [ 0%] 2025-08-26T22:50:38.5651707Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_2_cuda PASSED [0.0024s] [ 0%] 2025-08-26T22:50:38.5652122Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_5_cuda PASSED [0.0024s] [ 0%] 2025-08-26T22:50:38.5652934Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_0_cuda SKIPPED [0.0003s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157062 for platform(s) rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-08-26T22:50:38.5654123Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_2_cuda SKIPPED [0.0003s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157040 for platform(s) rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-08-26T22:50:38.5655297Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_5_cuda SKIPPED [0.0003s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157092 for platform(s) rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-08-26T22:50:38.5656462Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_no_attn_mask_dropout_p_0_0_cuda SKIPPED [0.0002s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/131086 for platform(s) linux, rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-08-26T22:50:38.5657618Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_no_attn_mask_dropout_p_0_2_cuda SKIPPED [0.0002s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/131146 for platform(s) linux, rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-08-26T22:50:38.5658762Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_no_attn_mask_dropout_p_0_5_cuda SKIPPED [0.0003s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/131123 for platform(s) linux, rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-08-26T22:50:38.5659546Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_0_cuda PASSED [0.0033s] [ 0%] 2025-08-26T22:50:38.5660420Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_2_cuda PASSED [0.0031s] [ 0%] 2025-08-26T22:50:38.5660853Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_5_cuda PASSED [0.0031s] [ 0%] 2025-08-26T22:50:38.5661662Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_0_cuda SKIPPED [0.0003s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157063 for platform(s) rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-08-26T22:50:38.5662796Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_2_cuda SKIPPED [0.0003s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157041 for platform(s) rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-08-26T22:50:38.5663995Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_5_cuda SKIPPED [0.0003s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157093 for platform(s) rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-08-26T22:50:38.5664802Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_0_cuda PASSED [0.0023s] [ 0%] 2025-08-26T22:50:38.5665222Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_2_cuda PASSED [0.0023s] [ 0%] 2025-08-26T22:50:38.5665632Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_5_cuda PASSED [0.0021s] [ 0%] 2025-08-26T22:50:38.5666415Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_0_cuda SKIPPED [0.0003s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157064 for platform(s) rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-08-26T22:50:38.5667615Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_2_cuda SKIPPED [0.0003s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157042 for platform(s) rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-08-26T22:50:38.5668766Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_5_cuda SKIPPED [0.0002s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157094 for platform(s) rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-08-26T22:50:38.5669964Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_0_cuda SKIPPED [0.0003s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/129853 for platform(s) linux, rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-08-26T22:50:38.5671110Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_2_cuda SKIPPED [0.0002s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/131107 for platform(s) linux, rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-08-26T22:50:38.5672290Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_5_cuda SKIPPED [0.0003s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/131179 for platform(s) linux, rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-08-26T22:50:38.5673054Z test_transformers.py::TestTransformersCUDA::test_script_encoder_subclass_cuda PASSED [0.2944s] [ 0%] 2025-08-26T22:50:38.5673378Z test_transformers.py::TestTransformersCUDA::test_script_mha_in_proj_weight_none_cuda PASSED [0.0092s] [ 0%] 2025-08-26T22:50:38.5673777Z test_transformers.py::TestTransformersCUDA::test_self_attn_TxT_attn_mask_cuda SKIPPED [0.0001s] (4D mask not supported yet - activate when 4D mask supported) [ 0%] 2025-08-26T22:50:38.5674183Z test_transformers.py::TestTransformersCUDA::test_train_with_is_causal_cuda PASSED [1.3329s] [ 0%] 2025-08-26T22:50:38.5674585Z test_transformers.py::TestTransformersCUDA::test_train_with_pad_and_catch_error_cuda SKIPPED [0.0010s] (test is slow; run with PYTORCH_TEST_WITH_SLOW to enable test) [ 0%] 2025-08-26T22:50:38.5674991Z test_transformers.py::TestTransformersCUDA::test_transformer_bias_is_none_cuda PASSED [0.0169s] [ 0%] 2025-08-26T22:50:38.5675373Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_False_enable_nested_tensor_False_cuda PASSED [0.0165s] [ 0%] 2025-08-26T22:50:38.5675821Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_False_enable_nested_tensor_True_cuda PASSED [0.0161s] [ 0%] 2025-08-26T22:50:38.5676298Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_True_enable_nested_tensor_False_cuda PASSED [0.0172s] [ 0%] 2025-08-26T22:50:38.5676744Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_True_enable_nested_tensor_True_cuda PASSED [0.0172s] [ 0%] 2025-08-26T22:50:38.5677202Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_False_enable_nested_tensor_False_cuda PASSED [0.0141s] [ 0%] 2025-08-26T22:50:38.5677659Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_False_enable_nested_tensor_True_cuda PASSED [0.0246s] [ 0%] 2025-08-26T22:50:38.5678103Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_True_enable_nested_tensor_False_cuda PASSED [0.0176s] [ 0%] 2025-08-26T22:50:38.5678595Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_True_enable_nested_tensor_True_cuda PASSED [0.0179s] [ 0%] 2025-08-26T22:50:38.5679159Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_False_d_model_12_cuda SKIPPED [0.0005s] (skipIfRocm: test doesn't currently work on the ROCm stack) [ 0%] 2025-08-26T22:50:38.5679872Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_False_d_model_256_cuda SKIPPED [0.0004s] (skipIfRocm: test doesn't currently work on the ROCm stack) [ 0%] 2025-08-26T22:50:38.5680562Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_True_d_model_12_cuda SKIPPED [0.0004s] (skipIfRocm: test doesn't currently work on the ROCm stack) [ 0%] 2025-08-26T22:50:38.5681225Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_True_d_model_256_cuda SKIPPED [0.0004s] (skipIfRocm: test doesn't currently work on the ROCm stack) [ 0%] 2025-08-26T22:50:38.5681921Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_False_d_model_12_cuda SKIPPED [0.0004s] (skipIfRocm: test doesn't currently work on the ROCm stack) [ 0%] 2025-08-26T22:50:38.5682595Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_False_d_model_256_cuda SKIPPED [0.0005s] (skipIfRocm: test doesn't currently work on the ROCm stack) [ 0%] 2025-08-26T22:50:38.5683291Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_True_d_model_12_cuda SKIPPED [0.0004s] (skipIfRocm: test doesn't currently work on the ROCm stack) [ 0%] 2025-08-26T22:50:38.5683975Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_True_d_model_256_cuda SKIPPED [0.0004s] (skipIfRocm: test doesn't currently work on the ROCm stack) [ 0%] 2025-08-26T22:50:38.5684935Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_False_training_False_enable_nested_tensor_False_cuda SKIPPED [0.0003s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157127 for platform(s) rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-08-26T22:50:38.5686149Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_False_training_True_enable_nested_tensor_False_cuda SKIPPED [0.0003s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157065 for platform(s) rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-08-26T22:50:38.5687397Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_True_training_False_enable_nested_tensor_False_cuda SKIPPED [0.0003s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157095 for platform(s) rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-08-26T22:50:38.5689396Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_True_training_True_enable_nested_tensor_False_cuda SKIPPED [0.0003s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157043 for platform(s) rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-08-26T22:50:38.5690259Z test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_no_fastpath_with_hooks_nhead_3_cuda PASSED [0.0015s] [ 0%] 2025-08-26T22:50:38.5690663Z test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_no_fastpath_with_hooks_nhead_4_cuda PASSED [0.0013s] [ 0%] 2025-08-26T22:50:38.5691041Z test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_src_mask_nhead_1_cuda PASSED [0.0058s] [ 0%] 2025-08-26T22:50:38.5691427Z test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_src_mask_nhead_4_cuda PASSED [0.0018s] [ 0%] 2025-08-26T22:50:38.5691786Z test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_src_mask_nhead_8_cuda PASSED [0.1606s] [ 0%] 2025-08-26T22:50:38.5692144Z test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_subclass_cuda PASSED [0.1257s] [ 0%] 2025-08-26T22:50:38.5692499Z test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_subclass_model_cuda PASSED [0.5246s] [ 0%] 2025-08-26T22:50:38.5692831Z test_transformers.py::TestTransformersCUDA::test_with_nested_tensor_input_cuda PASSED [0.1040s] [ 0%] 2025-08-26T22:50:38.5693191Z test_transformers.py::TestSDPAFailureModesCUDA::test_dispatch_fails_no_backend_cuda PASSED [0.0018s] [ 0%] 2025-08-26T22:50:38.5693538Z test_transformers.py::TestSDPAFailureModesCUDA::test_flash_atteention_large_bf16_nan_values_cuda PASSED [0.0047s] [ 0%] 2025-08-26T22:50:38.5693927Z test_transformers.py::TestSDPAFailureModesCUDA::test_flash_attention_fail_with_non_square_causal_attention_cuda PASSED [0.0049s] [ 0%] 2025-08-26T22:50:38.5694314Z test_transformers.py::TestSDPAFailureModesCUDA::test_flash_autocast_fp32_bfloat16_cuda PASSED [0.0045s] [ 0%] 2025-08-26T22:50:38.5694637Z test_transformers.py::TestSDPAFailureModesCUDA::test_flash_autocast_fp32_float16_cuda PASSED [0.0044s] [ 0%] 2025-08-26T22:50:38.5695068Z test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_193_dropout_p_0_0_cuda SKIPPED [0.0001s] (Does not support fused SDPA or not SM86+ hardware) [ 0%] 2025-08-26T22:50:38.5695641Z test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_193_dropout_p_0_2_cuda SKIPPED [0.0001s] (Does not support fused SDPA or not SM86+ hardware) [ 0%] 2025-08-26T22:50:38.5696189Z test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_256_dropout_p_0_0_cuda SKIPPED [0.0001s] (Does not support fused SDPA or not SM86+ hardware) [ 0%] 2025-08-26T22:50:38.5696747Z test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_256_dropout_p_0_2_cuda SKIPPED [0.0001s] (Does not support fused SDPA or not SM86+ hardware) [ 0%] 2025-08-26T22:50:38.5697168Z test_transformers.py::TestSDPAFailureModesCUDA::test_flash_fail_fp32_cuda PASSED [0.0042s] [ 0%] 2025-08-26T22:50:38.5697505Z test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_nested_broadcasting_error_cases_cuda PASSED [0.0015s] [ 0%] 2025-08-26T22:50:38.5697915Z test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_nested_broadcasting_requires_grad_failure_cuda PASSED [0.0040s] [ 0%] 2025-08-26T22:50:38.5698310Z test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_seq_len_0_inputs_fused_kernel0_cuda PASSED [0.0013s] [ 0%] 2025-08-26T22:50:38.5698680Z test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_seq_len_0_inputs_fused_kernel1_cuda PASSED [0.0012s] [ 0%] 2025-08-26T22:50:38.5699072Z test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_attn_mask_present_kernel0_cuda PASSED [0.0006s] [ 0%] 2025-08-26T22:50:38.5699449Z test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_broadcast_kernel0_cuda PASSED [0.0006s] [ 0%] 2025-08-26T22:50:38.5699862Z test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_broadcast_kernel1_cuda PASSED [0.0006s] [ 0%] 2025-08-26T22:50:38.5700228Z test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_dim_3_kernel0_cuda PASSED [0.0030s] [ 0%] 2025-08-26T22:50:38.5700584Z test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_dim_3_kernel1_cuda PASSED [0.0023s] [ 0%] 2025-08-26T22:50:38.5700951Z test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_head_dim_kernel0_cuda PASSED [0.0006s] [ 0%] 2025-08-26T22:50:38.5701313Z test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_head_dim_kernel1_cuda PASSED [0.0006s] [ 0%] 2025-08-26T22:50:38.5701680Z test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_invalid_dtype_kernel0_cuda PASSED [0.0010s] [ 0%] 2025-08-26T22:50:38.5702067Z test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_invalid_dtype_kernel1_cuda PASSED [0.0005s] [ 0%] 2025-08-26T22:50:38.5702442Z test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_1_dimensional_inputs_kernel0_cuda PASSED [0.0009s] [ 0%] 2025-08-26T22:50:38.5702818Z test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_1_dimensional_inputs_kernel1_cuda PASSED [0.0005s] [ 0%] 2025-08-26T22:50:38.5703227Z test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_1_dimensional_inputs_kernel2_cuda PASSED [0.0009s] [ 0%] 2025-08-26T22:50:38.5703600Z test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_datatypes_kernel0_cuda PASSED [0.0005s] [ 0%] 2025-08-26T22:50:38.5704008Z test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_datatypes_kernel1_cuda PASSED [0.0005s] [ 0%] 2025-08-26T22:50:38.5704380Z test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_datatypes_kernel2_cuda PASSED [0.0006s] [ 0%] 2025-08-26T22:50:38.5704745Z test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_devices_kernel0_cuda PASSED [0.0005s] [ 0%] 2025-08-26T22:50:38.5705133Z test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_devices_kernel1_cuda PASSED [0.0005s] [ 0%] 2025-08-26T22:50:38.5705517Z test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_devices_kernel2_cuda PASSED [0.0005s] [ 0%] 2025-08-26T22:50:38.5705898Z test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_last_dim_stride_kernel0_cuda PASSED [0.0038s] [ 1%] 2025-08-26T22:50:38.5706243Z test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_last_dim_stride_kernel1_cuda PASSED [0.0025s] [ 1%] 2025-08-26T22:50:38.5706628Z test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_sdpa_kernel_grouped_query_attention_cuda_fused_kernel0_cuda PASSED [0.0019s] [ 1%] 2025-08-26T22:50:38.5707071Z test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_sequence_lengths_kernel0_cuda PASSED [0.0016s] [ 1%] 2025-08-26T22:50:38.5707415Z test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_sequence_lengths_kernel1_cuda PASSED [0.0013s] [ 1%] 2025-08-26T22:50:38.5707840Z test_transformers.py::TestSDPAFailureModesCUDA::test_mask_invalid_last_dim_stride_kernel0_cuda SKIPPED [0.0001s] (Efficient or cuDNN Attention was not built for this system) [ 1%] 2025-08-26T22:50:38.5708365Z test_transformers.py::TestSDPAFailureModesCUDA::test_mask_invalid_last_dim_stride_kernel1_cuda SKIPPED [0.0001s] (Efficient or cuDNN Attention was not built for this system) [ 1%] 2025-08-26T22:50:38.5708815Z test_transformers.py::TestSDPAFailureModesCUDA::test_mem_eff_attention_fail_with_batch_size_geq_65536_cuda PASSED [0.6924s] [ 1%] 2025-08-26T22:50:38.5709211Z test_transformers.py::TestSDPAFailureModesCUDA::test_mem_eff_attention_fail_with_batch_size_geq_65536_error_cuda PASSED [0.0017s] [ 1%] 2025-08-26T22:50:38.5709608Z test_transformers.py::TestSDPAFailureModesCUDA::test_mem_eff_attention_large_seq_len_uniform_attention_cuda PASSED [0.5072s] [ 1%] 2025-08-26T22:50:38.5710118Z test_transformers.py::TestSDPAFailureModesCUDA::test_mem_efficient_fail_bfloat16_less_than_sm80_cuda SKIPPED [0.0002s] (Current platform does not support fused SDPA or is an SM80+ device.) [ 1%] 2025-08-26T22:50:38.5710581Z test_transformers.py::TestSDPAFailureModesCUDA::test_nested_fails_on_padding_head_dim_cuda PASSED [0.0051s] [ 1%] 2025-08-26T22:50:38.5710901Z test_transformers.py::TestSDPAFailureModesCUDA::test_unaligned_tensors_cuda PASSED [0.0009s] [ 1%] 2025-08-26T22:50:38.5711250Z test_transformers.py::TestSDPACUDA::test_scaled_dot_product_attention_math_with_negative_scale_kernel0_cuda PASSED [0.0016s] [ 1%] 2025-08-26T22:50:38.5711623Z test_transformers.py::TestSDPACUDA::test_sdp_math_gradcheck_contiguous_inputs_False_cuda PASSED [0.0690s] [ 1%] 2025-08-26T22:50:38.5711956Z test_transformers.py::TestSDPACUDA::test_sdp_math_gradcheck_contiguous_inputs_True_cuda PASSED [0.0074s] [ 1%] 2025-08-26T22:50:38.5712344Z test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_d256_heuristic_cuda SKIPPED [0.0002s] (cuDNN Attention is not supported on this system) [ 1%] 2025-08-26T22:50:38.5712821Z test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_different_dk_dv_cuda SKIPPED [0.0001s] (cuDNN Attention is not supported on this system) [ 1%] 2025-08-26T22:50:38.5713274Z test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_fail_d128_cuda SKIPPED [0.0001s] (broken as of cuDNN 9.10) [ 1%] 2025-08-26T22:50:38.5713691Z test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_gqa_cuda SKIPPED [0.0001s] (cuDNN Attention is not supported on this system) [ 1%] 2025-08-26T22:50:38.5714166Z test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_nonmodulo64seqlen_cuda SKIPPED [0.0001s] (cudnn Attention is not supported on this system) [ 1%] 2025-08-26T22:50:38.5714637Z test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_preserves_query_layout_cuda SKIPPED [0.0001s] (cudnn Attention is not supported on this system) [ 1%] 2025-08-26T22:50:38.5715130Z test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_trivial_output_transpose_cuda SKIPPED [0.0001s] (cudnn Attention is not supported on this system) [ 1%] 2025-08-26T22:50:38.5715733Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0127s] [ 1%] 2025-08-26T22:50:38.5716431Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 1%] 2025-08-26T22:50:38.5717132Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0041s] [ 1%] 2025-08-26T22:50:38.5717816Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 1%] 2025-08-26T22:50:38.5718509Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 1%] 2025-08-26T22:50:38.5719187Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 1%] 2025-08-26T22:50:38.5719906Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 1%] 2025-08-26T22:50:38.5720600Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 1%] 2025-08-26T22:50:38.5721271Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0122s] [ 1%] 2025-08-26T22:50:38.5754994Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 1%] 2025-08-26T22:50:38.5755760Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0037s] [ 1%] 2025-08-26T22:50:38.5756497Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 1%] 2025-08-26T22:50:38.5757160Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 1%] 2025-08-26T22:50:38.5757797Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 1%] 2025-08-26T22:50:38.5758465Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0037s] [ 1%] 2025-08-26T22:50:38.5759115Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 1%] 2025-08-26T22:50:38.5759967Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 [W826 22:47:38.145551125 attention.cpp:916] Warning: Dropout mask should only be used for testing purposes. (function operator()) 2025-08-26T22:50:38.5760476Z PASSED [0.0130s] [ 1%] 2025-08-26T22:50:38.5760849Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 1%] 2025-08-26T22:50:38.5761504Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 1%] 2025-08-26T22:50:38.5762150Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0038s] [ 1%] 2025-08-26T22:50:38.5762794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 1%] 2025-08-26T22:50:38.5763439Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 1%] 2025-08-26T22:50:38.5764088Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 1%] 2025-08-26T22:50:38.5764728Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0039s] [ 1%] 2025-08-26T22:50:38.5765396Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0121s] [ 1%] 2025-08-26T22:50:38.5766053Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 1%] 2025-08-26T22:50:38.5766690Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0038s] [ 1%] 2025-08-26T22:50:38.5767337Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0038s] [ 1%] 2025-08-26T22:50:38.5767989Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 1%] 2025-08-26T22:50:38.5768626Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 1%] 2025-08-26T22:50:38.5769260Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0039s] [ 1%] 2025-08-26T22:50:38.5769938Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0039s] [ 1%] 2025-08-26T22:50:38.5770576Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 1%] 2025-08-26T22:50:38.5771215Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 1%] 2025-08-26T22:50:38.5771855Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 1%] 2025-08-26T22:50:38.5772492Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 1%] 2025-08-26T22:50:38.5773132Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 1%] 2025-08-26T22:50:38.5773796Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 1%] 2025-08-26T22:50:38.5774436Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 1%] 2025-08-26T22:50:38.5775094Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 1%] 2025-08-26T22:50:38.5775729Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 1%] 2025-08-26T22:50:38.5776384Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 1%] 2025-08-26T22:50:38.5777038Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 1%] 2025-08-26T22:50:38.5777671Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 1%] 2025-08-26T22:50:38.5778311Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 1%] 2025-08-26T22:50:38.5778946Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 1%] 2025-08-26T22:50:38.5779579Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 1%] 2025-08-26T22:50:38.5780270Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 1%] 2025-08-26T22:50:38.5780989Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5781794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5782593Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5783421Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5784226Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5785046Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5785865Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5786658Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5787488Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5788286Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5789072Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5790013Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5790794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5791582Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5792384Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5793188Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5793972Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5794785Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5795591Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5796385Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5797175Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5797968Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5798760Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5799551Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5800388Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5801202Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5801986Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5802785Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5803585Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5804390Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5805180Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5805970Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5806760Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5807554Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5808348Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5809134Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5809998Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5810796Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0007s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5811605Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5812410Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5813209Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5813994Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5814783Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5815568Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5816355Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5817148Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5817935Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5818719Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.5819461Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0119s] [ 1%] 2025-08-26T22:50:38.5820162Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 1%] 2025-08-26T22:50:38.5820810Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 1%] 2025-08-26T22:50:38.5821485Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 2%] 2025-08-26T22:50:38.5822143Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 2%] 2025-08-26T22:50:38.5822785Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 2%] 2025-08-26T22:50:38.5823428Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 2%] 2025-08-26T22:50:38.5824077Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 2%] 2025-08-26T22:50:38.5824716Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0101s] [ 2%] 2025-08-26T22:50:38.5825353Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 2%] 2025-08-26T22:50:38.5825995Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 2%] 2025-08-26T22:50:38.5826627Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 2%] 2025-08-26T22:50:38.5827293Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 2%] 2025-08-26T22:50:38.5827970Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 2%] 2025-08-26T22:50:38.5828604Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 2%] 2025-08-26T22:50:38.5829253Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 2%] 2025-08-26T22:50:38.5830465Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0101s] [ 2%] 2025-08-26T22:50:38.5831130Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 2%] 2025-08-26T22:50:38.5831786Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 2%] 2025-08-26T22:50:38.5832424Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 2%] 2025-08-26T22:50:38.5833064Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 2%] 2025-08-26T22:50:38.5833706Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 2%] 2025-08-26T22:50:38.5834351Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 2%] 2025-08-26T22:50:38.5834995Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 2%] 2025-08-26T22:50:38.5835640Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0100s] [ 2%] 2025-08-26T22:50:38.5836280Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 2%] 2025-08-26T22:50:38.5836917Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 2%] 2025-08-26T22:50:38.5837569Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 2%] 2025-08-26T22:50:38.5838204Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 2%] 2025-08-26T22:50:38.5838859Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 2%] 2025-08-26T22:50:38.5839510Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 2%] 2025-08-26T22:50:38.5840203Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 2%] 2025-08-26T22:50:38.5840842Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 2%] 2025-08-26T22:50:38.5841483Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 2%] 2025-08-26T22:50:38.5842126Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0039s] [ 2%] 2025-08-26T22:50:38.5842765Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 2%] 2025-08-26T22:50:38.5843405Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 2%] 2025-08-26T22:50:38.5844053Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 2%] 2025-08-26T22:50:38.5844697Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 2%] 2025-08-26T22:50:38.5845340Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 2%] 2025-08-26T22:50:38.5845977Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 2%] 2025-08-26T22:50:38.5846633Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 2%] 2025-08-26T22:50:38.5847269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 2%] 2025-08-26T22:50:38.5847924Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 2%] 2025-08-26T22:50:38.5848581Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 2%] 2025-08-26T22:50:38.5849233Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 2%] 2025-08-26T22:50:38.5850021Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 2%] 2025-08-26T22:50:38.5850656Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 2%] 2025-08-26T22:50:38.5851373Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5852175Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5852976Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5853768Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5854568Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5855386Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5856177Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5856985Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5857788Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5858596Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5859383Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5860223Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5861009Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5861802Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5862591Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5863373Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5864166Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5864984Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5865793Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5866600Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5867448Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5868251Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5869058Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5869930Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5870721Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5871510Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5872297Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5873083Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5873898Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5874701Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5875494Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5876302Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5877108Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5877900Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5878695Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5879485Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5880331Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5881139Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5881938Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5882760Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0008s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5883548Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5884354Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5885158Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5885970Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5886758Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5887549Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5888342Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5889132Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.5889905Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0110s] [ 2%] 2025-08-26T22:50:38.5890543Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 2%] 2025-08-26T22:50:38.5891176Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 2%] 2025-08-26T22:50:38.5891835Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 2%] 2025-08-26T22:50:38.5892468Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 2%] 2025-08-26T22:50:38.5893123Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 2%] 2025-08-26T22:50:38.5893784Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 2%] 2025-08-26T22:50:38.5894435Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 2%] 2025-08-26T22:50:38.5895065Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 2%] 2025-08-26T22:50:38.5895691Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 2%] 2025-08-26T22:50:38.5896319Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 2%] 2025-08-26T22:50:38.5896946Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 2%] 2025-08-26T22:50:38.5897577Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 2%] 2025-08-26T22:50:38.5898211Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 2%] 2025-08-26T22:50:38.5898844Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 2%] 2025-08-26T22:50:38.5899470Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 2%] 2025-08-26T22:50:38.5900143Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0115s] [ 2%] 2025-08-26T22:50:38.5900808Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 2%] 2025-08-26T22:50:38.5901443Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 2%] 2025-08-26T22:50:38.5902088Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 2%] 2025-08-26T22:50:38.5902746Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 2%] 2025-08-26T22:50:38.5903404Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 2%] 2025-08-26T22:50:38.5904039Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 2%] 2025-08-26T22:50:38.5904671Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 2%] 2025-08-26T22:50:38.5905307Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0106s] [ 2%] 2025-08-26T22:50:38.5905943Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 2%] 2025-08-26T22:50:38.5906585Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 2%] 2025-08-26T22:50:38.5907263Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 2%] 2025-08-26T22:50:38.5907896Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 2%] 2025-08-26T22:50:38.5908532Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 2%] 2025-08-26T22:50:38.5909164Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 3%] 2025-08-26T22:50:38.5909858Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 3%] 2025-08-26T22:50:38.5910490Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 3%] 2025-08-26T22:50:38.5911143Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 3%] 2025-08-26T22:50:38.5911797Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 3%] 2025-08-26T22:50:38.5912443Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 3%] 2025-08-26T22:50:38.5913078Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 3%] 2025-08-26T22:50:38.5913715Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 3%] 2025-08-26T22:50:38.5914354Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 3%] 2025-08-26T22:50:38.5914987Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 3%] 2025-08-26T22:50:38.5915618Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 3%] 2025-08-26T22:50:38.5916247Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 3%] 2025-08-26T22:50:38.5916872Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 3%] 2025-08-26T22:50:38.5917498Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 3%] 2025-08-26T22:50:38.5918127Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 3%] 2025-08-26T22:50:38.5918777Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 3%] 2025-08-26T22:50:38.5919417Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 3%] 2025-08-26T22:50:38.5920110Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 3%] 2025-08-26T22:50:38.5920838Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5921652Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5922441Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5923221Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5924007Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5924798Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5925585Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5926374Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5927174Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5927954Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5928756Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5929551Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5930385Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5931169Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5931949Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5932731Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5937139Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5937959Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5938757Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5939543Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5940432Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5941239Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5942027Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5942830Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5943630Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5944410Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5945188Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5952362Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5953361Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5954212Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5955006Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5955840Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5956635Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5957485Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5958330Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5959183Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5960092Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5965515Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5966337Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5967140Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5967946Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0008s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5968742Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5969540Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5970450Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5971264Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5972070Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5972923Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5973731Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.5974549Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0046s] [ 3%] 2025-08-26T22:50:38.5976794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 3%] 2025-08-26T22:50:38.5977590Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0041s] [ 3%] 2025-08-26T22:50:38.5978658Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0038s] [ 3%] 2025-08-26T22:50:38.5981798Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 3%] 2025-08-26T22:50:38.5982586Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 3%] 2025-08-26T22:50:38.5983305Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 3%] 2025-08-26T22:50:38.5984082Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 3%] 2025-08-26T22:50:38.5984743Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 3%] 2025-08-26T22:50:38.5985419Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 3%] 2025-08-26T22:50:38.5986132Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0041s] [ 3%] 2025-08-26T22:50:38.5989250Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 3%] 2025-08-26T22:50:38.5989995Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 3%] 2025-08-26T22:50:38.5990650Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 3%] 2025-08-26T22:50:38.5991340Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0040s] [ 3%] 2025-08-26T22:50:38.5991983Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 3%] 2025-08-26T22:50:38.5992630Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0039s] [ 3%] 2025-08-26T22:50:38.5993281Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 3%] 2025-08-26T22:50:38.5993929Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0045s] [ 3%] 2025-08-26T22:50:38.5994573Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 3%] 2025-08-26T22:50:38.5995222Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 3%] 2025-08-26T22:50:38.6017964Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 3%] 2025-08-26T22:50:38.6018634Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0044s] [ 3%] 2025-08-26T22:50:38.6019298Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 3%] 2025-08-26T22:50:38.6020017Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0039s] [ 3%] 2025-08-26T22:50:38.6020671Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 3%] 2025-08-26T22:50:38.6021308Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0040s] [ 3%] 2025-08-26T22:50:38.6021939Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0043s] [ 3%] 2025-08-26T22:50:38.6022577Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 3%] 2025-08-26T22:50:38.6023214Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 3%] 2025-08-26T22:50:38.6023847Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0044s] [ 3%] 2025-08-26T22:50:38.6024482Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0039s] [ 3%] 2025-08-26T22:50:38.6026245Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 3%] 2025-08-26T22:50:38.6026888Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 3%] 2025-08-26T22:50:38.6027575Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 3%] 2025-08-26T22:50:38.6028245Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0038s] [ 3%] 2025-08-26T22:50:38.6028912Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 3%] 2025-08-26T22:50:38.6029554Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 3%] 2025-08-26T22:50:38.6030289Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 3%] 2025-08-26T22:50:38.6030945Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0045s] [ 3%] 2025-08-26T22:50:38.6031583Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 3%] 2025-08-26T22:50:38.6032219Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 3%] 2025-08-26T22:50:38.6033960Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0040s] [ 3%] 2025-08-26T22:50:38.6034599Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0038s] [ 3%] 2025-08-26T22:50:38.6035238Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 3%] 2025-08-26T22:50:38.6035878Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 3%] 2025-08-26T22:50:38.6036514Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0039s] [ 3%] 2025-08-26T22:50:38.6037147Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0037s] [ 3%] 2025-08-26T22:50:38.6037899Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6038695Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6039510Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6040415Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6042317Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6043118Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6043918Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6044713Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6045505Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6046299Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6047085Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6047895Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6048679Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6049485Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6050368Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6052273Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6053065Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6053863Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6054656Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6055447Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6056241Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6057041Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6057836Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6058657Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6059470Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6061417Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6062219Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6063006Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6063791Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6064583Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6065367Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6066155Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6066949Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6067779Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6068591Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6070535Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6071332Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6072159Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6072968Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6073760Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6074550Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6075337Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6076125Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6076913Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6077706Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6079606Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6080469Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6081274Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6082012Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0052s] [ 4%] 2025-08-26T22:50:38.6082672Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 4%] 2025-08-26T22:50:38.6083314Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0039s] [ 4%] 2025-08-26T22:50:38.6083952Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 4%] 2025-08-26T22:50:38.6084594Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 4%] 2025-08-26T22:50:38.6085238Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 4%] 2025-08-26T22:50:38.6085876Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0038s] [ 4%] 2025-08-26T22:50:38.6086515Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 4%] 2025-08-26T22:50:38.6088244Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 4%] 2025-08-26T22:50:38.6088885Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 4%] 2025-08-26T22:50:38.6089549Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0039s] [ 4%] 2025-08-26T22:50:38.6090240Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 4%] 2025-08-26T22:50:38.6090891Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 4%] 2025-08-26T22:50:38.6091527Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 4%] 2025-08-26T22:50:38.6092178Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0037s] [ 4%] 2025-08-26T22:50:38.6092828Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 4%] 2025-08-26T22:50:38.6093464Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0042s] [ 4%] 2025-08-26T22:50:38.6094111Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 4%] 2025-08-26T22:50:38.6095841Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0041s] [ 4%] 2025-08-26T22:50:38.6096486Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 4%] 2025-08-26T22:50:38.6097129Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 4%] 2025-08-26T22:50:38.6097773Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 4%] 2025-08-26T22:50:38.6098414Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0041s] [ 4%] 2025-08-26T22:50:38.6099056Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 4%] 2025-08-26T22:50:38.6099789Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0040s] [ 4%] 2025-08-26T22:50:38.6100424Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 4%] 2025-08-26T22:50:38.6101076Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0040s] [ 4%] 2025-08-26T22:50:38.6101728Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 4%] 2025-08-26T22:50:38.6102379Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 4%] 2025-08-26T22:50:38.6104153Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 4%] 2025-08-26T22:50:38.6104788Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0042s] [ 4%] 2025-08-26T22:50:38.6105424Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 4%] 2025-08-26T22:50:38.6106065Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 4%] 2025-08-26T22:50:38.6106708Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 4%] 2025-08-26T22:50:38.6107394Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 4%] 2025-08-26T22:50:38.6108031Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 4%] 2025-08-26T22:50:38.6108675Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 4%] 2025-08-26T22:50:38.6109317Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 4%] 2025-08-26T22:50:38.6110046Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 4%] 2025-08-26T22:50:38.6111807Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 4%] 2025-08-26T22:50:38.6112447Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 4%] 2025-08-26T22:50:38.6113108Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 4%] 2025-08-26T22:50:38.6113760Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0040s] [ 4%] 2025-08-26T22:50:38.6114390Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 4%] 2025-08-26T22:50:38.6115027Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 4%] 2025-08-26T22:50:38.6115665Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 4%] 2025-08-26T22:50:38.6116299Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0039s] [ 4%] 2025-08-26T22:50:38.6116931Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 4%] 2025-08-26T22:50:38.6117649Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6119552Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6120393Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6121215Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6122036Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6123309Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6124124Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6124917Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6125725Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6126511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6127299Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6128091Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6130083Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6130876Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6131698Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6132483Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6133301Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6134115Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6134918Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6135708Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6136500Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6137299Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6139233Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6140076Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6140875Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6141693Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6142478Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6143279Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6144081Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6144884Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6145671Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6146458Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6148444Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6149243Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6150088Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6150887Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6151717Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6152511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6153321Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6154129Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6154934Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6155723Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6157651Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6158441Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6159228Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6160080Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6160874Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6161659Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6162409Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0047s] [ 5%] 2025-08-26T22:50:38.6163064Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 5%] 2025-08-26T22:50:38.6163699Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 5%] 2025-08-26T22:50:38.6164345Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 5%] 2025-08-26T22:50:38.6164999Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 5%] 2025-08-26T22:50:38.6166781Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 5%] 2025-08-26T22:50:38.6167420Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 5%] 2025-08-26T22:50:38.6168053Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 5%] 2025-08-26T22:50:38.6168687Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 5%] 2025-08-26T22:50:38.6169317Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 5%] 2025-08-26T22:50:38.6169996Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 5%] 2025-08-26T22:50:38.6170621Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 5%] 2025-08-26T22:50:38.6171250Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 5%] 2025-08-26T22:50:38.6171912Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 5%] 2025-08-26T22:50:38.6172541Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 5%] 2025-08-26T22:50:38.6174294Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 5%] 2025-08-26T22:50:38.6174931Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 5%] 2025-08-26T22:50:38.6175587Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 5%] 2025-08-26T22:50:38.6176238Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 5%] 2025-08-26T22:50:38.6176869Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 5%] 2025-08-26T22:50:38.6177510Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 5%] 2025-08-26T22:50:38.6178150Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 5%] 2025-08-26T22:50:38.6178788Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 5%] 2025-08-26T22:50:38.6179422Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 5%] 2025-08-26T22:50:38.6180123Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 ('RERUN', {'yellow': True}) [0.0039s] [ 5%] 2025-08-26T22:50:38.6181928Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 ('RERUN', {'yellow': True}) [0.0025s] [ 5%] 2025-08-26T22:50:38.6182590Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 FAILED [0.0025s] [ 5%] 2025-08-26T22:50:38.6182926Z 2025-08-26T22:50:38.6182985Z ==================================== RERUNS ==================================== 2025-08-26T22:50:38.6183364Z _ TestSDPACudaOnlyCUDA.test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 _ 2025-08-26T22:50:38.6183718Z Traceback (most recent call last): 2025-08-26T22:50:38.6183942Z File "/var/lib/jenkins/pytorch/test/test_transformers.py", line 3723, in test_flash_attention_vs_math_ref_grads 2025-08-26T22:50:38.6184155Z check_out_and_grad( 2025-08-26T22:50:38.6184328Z File "/var/lib/jenkins/pytorch/test/test_transformers.py", line 182, in check_out_and_grad 2025-08-26T22:50:38.6184586Z _check_equal(ref_grad, lp_ref_grad, comp_grad, fudge_factors.get(name, default_fudge_factor), name) 2025-08-26T22:50:38.6184835Z File "/var/lib/jenkins/pytorch/test/test_transformers.py", line 142, in _check_equal 2025-08-26T22:50:38.6185011Z raise ValueError(msg) 2025-08-26T22:50:38.6186334Z ValueError: grad_value Test error 6.251037120819092e-05 is greater than threshold 6.103515625e-05! 2025-08-26T22:50:38.6186506Z 2025-08-26T22:50:38.6186582Z To execute this test, run the following from the base repo dir: 2025-08-26T22:50:38.6187086Z PYTORCH_TEST_WITH_ROCM=1 python test/test_transformers.py TestSDPACudaOnlyCUDA.test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 2025-08-26T22:50:38.6187453Z 2025-08-26T22:50:38.6187542Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-08-26T22:50:38.6187924Z _ TestSDPACudaOnlyCUDA.test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 _ 2025-08-26T22:50:38.6188259Z Traceback (most recent call last): 2025-08-26T22:50:38.6188475Z File "/var/lib/jenkins/pytorch/test/test_transformers.py", line 3723, in test_flash_attention_vs_math_ref_grads 2025-08-26T22:50:38.6188685Z check_out_and_grad( 2025-08-26T22:50:38.6188856Z File "/var/lib/jenkins/pytorch/test/test_transformers.py", line 182, in check_out_and_grad 2025-08-26T22:50:38.6189109Z _check_equal(ref_grad, lp_ref_grad, comp_grad, fudge_factors.get(name, default_fudge_factor), name) 2025-08-26T22:50:38.6189355Z File "/var/lib/jenkins/pytorch/test/test_transformers.py", line 142, in _check_equal 2025-08-26T22:50:38.6190827Z raise ValueError(msg) 2025-08-26T22:50:38.6191010Z ValueError: grad_value Test error 6.251037120819092e-05 is greater than threshold 6.103515625e-05! 2025-08-26T22:50:38.6191157Z 2025-08-26T22:50:38.6191229Z To execute this test, run the following from the base repo dir: 2025-08-26T22:50:38.6191671Z PYTORCH_TEST_WITH_ROCM=1 python test/test_transformers.py TestSDPACudaOnlyCUDA.test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 2025-08-26T22:50:38.6192033Z 2025-08-26T22:50:38.6192119Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-08-26T22:50:38.6192290Z =================================== FAILURES =================================== 2025-08-26T22:50:38.6192633Z _ TestSDPACudaOnlyCUDA.test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 _ 2025-08-26T22:50:38.6192967Z Traceback (most recent call last): 2025-08-26T22:50:38.6193178Z File "/var/lib/jenkins/pytorch/test/test_transformers.py", line 3723, in test_flash_attention_vs_math_ref_grads 2025-08-26T22:50:38.6193385Z check_out_and_grad( 2025-08-26T22:50:38.6193553Z File "/var/lib/jenkins/pytorch/test/test_transformers.py", line 182, in check_out_and_grad 2025-08-26T22:50:38.6194936Z _check_equal(ref_grad, lp_ref_grad, comp_grad, fudge_factors.get(name, default_fudge_factor), name) 2025-08-26T22:50:38.6195186Z File "/var/lib/jenkins/pytorch/test/test_transformers.py", line 142, in _check_equal 2025-08-26T22:50:38.6195361Z raise ValueError(msg) 2025-08-26T22:50:38.6195534Z ValueError: grad_value Test error 6.251037120819092e-05 is greater than threshold 6.103515625e-05! 2025-08-26T22:50:38.6195707Z 2025-08-26T22:50:38.6195778Z To execute this test, run the following from the base repo dir: 2025-08-26T22:50:38.6196208Z PYTORCH_TEST_WITH_ROCM=1 python test/test_transformers.py TestSDPACudaOnlyCUDA.test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 2025-08-26T22:50:38.6196570Z 2025-08-26T22:50:38.6196654Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-08-26T22:50:38.6196988Z - generated xml file: /var/lib/jenkins/pytorch/test/test-reports/python-pytest/test_transformers/test_transformers-7fe86d794289a722.xml - 2025-08-26T22:50:38.6197293Z =========================== short test summary info ============================ 2025-08-26T22:50:38.6197811Z FAILED [0.0025s] test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 - ValueError: grad_value Test error 6.251037120819092e-05 is greater than threshold 6.103515625e-05! 2025-08-26T22:50:38.6198269Z 2025-08-26T22:50:38.6198339Z To execute this test, run the following from the base repo dir: 2025-08-26T22:50:38.6199958Z PYTORCH_TEST_WITH_ROCM=1 python test/test_transformers.py TestSDPACudaOnlyCUDA.test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 2025-08-26T22:50:38.6200324Z 2025-08-26T22:50:38.6200410Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-08-26T22:50:38.6200589Z !!!!!!!!!!!!!!!!!!!!!!!!!! stopping after 1 failures !!!!!!!!!!!!!!!!!!!!!!!!!!! 2025-08-26T22:50:38.6200756Z ============= 1 failed, 355 passed, 294 skipped, 2 rerun in 12.08s ============= 2025-08-26T22:50:38.6200898Z Got exit code 1 2025-08-26T22:50:38.6200990Z Retrying single test... 2025-08-26T22:50:38.6201493Z /opt/conda/envs/py_3.12/lib/python3.12/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-26T22:50:38.6201983Z import pkg_resources 2025-08-26T22:50:38.6202189Z Test results will be stored in test-reports/python-pytest/test_transformers/test_transformers-fca70cb7fa8653fe.xml 2025-08-26T22:50:38.6202427Z ============================= test session starts ============================== 2025-08-26T22:50:38.6202636Z platform linux -- Python 3.12.11, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.12/bin/python 2025-08-26T22:50:38.6203952Z cachedir: .pytest_cache 2025-08-26T22:50:38.6204171Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-08-26T22:50:38.6204407Z rootdir: /var/lib/jenkins/pytorch 2025-08-26T22:50:38.6204522Z configfile: pytest.ini 2025-08-26T22:50:38.6204749Z plugins: hypothesis-5.35.1, subtests-0.13.1, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, xdist-3.3.1, xdoctest-1.1.0, typeguard-4.3.0 2025-08-26T22:50:38.6205024Z collecting ... collected 12244 items / 12243 deselected / 1 selected 2025-08-26T22:50:38.6205532Z stepcurrent: skipping 649 already run items. Running only test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 2025-08-26T22:50:38.6205973Z Running 1 items in this shard 2025-08-26T22:50:38.6206044Z 2025-08-26T22:50:38.6206483Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 [W826 22:47:46.000805465 attention.cpp:916] Warning: Dropout mask should only be used for testing purposes. (function operator()) 2025-08-26T22:50:38.6207003Z PASSED [0.7224s] [100%] 2025-08-26T22:50:38.6207064Z 2025-08-26T22:50:38.6207259Z - generated xml file: /var/lib/jenkins/pytorch/test/test-reports/python-pytest/test_transformers/test_transformers-fca70cb7fa8653fe.xml - 2025-08-26T22:50:38.6208694Z ===================== 1 passed, 12243 deselected in 1.29s ====================== 2025-08-26T22:50:38.6208838Z Got exit code 0 2025-08-26T22:50:38.6209000Z Test succeeeded in new process, continuing with the rest of the tests 2025-08-26T22:50:38.6209562Z /opt/conda/envs/py_3.12/lib/python3.12/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-26T22:50:38.6210117Z import pkg_resources 2025-08-26T22:50:38.6210324Z Test results will be stored in test-reports/python-pytest/test_transformers/test_transformers-954b9b07f82a4521.xml 2025-08-26T22:50:38.6210563Z ============================= test session starts ============================== 2025-08-26T22:50:38.6210770Z platform linux -- Python 3.12.11, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.12/bin/python 2025-08-26T22:50:38.6210957Z cachedir: .pytest_cache 2025-08-26T22:50:38.6211179Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-08-26T22:50:38.6211419Z rootdir: /var/lib/jenkins/pytorch 2025-08-26T22:50:38.6211533Z configfile: pytest.ini 2025-08-26T22:50:38.6212908Z plugins: hypothesis-5.35.1, subtests-0.13.1, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, xdist-3.3.1, xdoctest-1.1.0, typeguard-4.3.0 2025-08-26T22:50:38.6213193Z collecting ... collected 12244 items / 650 deselected / 11594 selected 2025-08-26T22:50:38.6213363Z stepcurrent: skipping 650 already run items. 2025-08-26T22:50:38.6213491Z Running 11594 items in this shard 2025-08-26T22:50:38.6213565Z 2025-08-26T22:50:38.6214017Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 [W826 22:47:52.209197893 attention.cpp:916] Warning: Dropout mask should only be used for testing purposes. (function operator()) 2025-08-26T22:50:38.6214539Z PASSED [0.7329s] [ 0%] 2025-08-26T22:50:38.6214912Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0185s] [ 0%] 2025-08-26T22:50:38.6215562Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0087s] [ 0%] 2025-08-26T22:50:38.6216213Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 0%] 2025-08-26T22:50:38.6216892Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 0%] 2025-08-26T22:50:38.6217543Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 0%] 2025-08-26T22:50:38.6218219Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 0%] 2025-08-26T22:50:38.6220118Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0116s] [ 0%] 2025-08-26T22:50:38.6220810Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 0%] 2025-08-26T22:50:38.6221477Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 0%] 2025-08-26T22:50:38.6222139Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 0%] 2025-08-26T22:50:38.6222808Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 0%] 2025-08-26T22:50:38.6223478Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 0%] 2025-08-26T22:50:38.6224149Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 0%] 2025-08-26T22:50:38.6224819Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 0%] 2025-08-26T22:50:38.6225484Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 0%] 2025-08-26T22:50:38.6226146Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 0%] 2025-08-26T22:50:38.6226805Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 0%] 2025-08-26T22:50:38.6227563Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 0%] 2025-08-26T22:50:38.6228241Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 0%] 2025-08-26T22:50:38.6230210Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 0%] 2025-08-26T22:50:38.6230901Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0039s] [ 0%] 2025-08-26T22:50:38.6231575Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 0%] 2025-08-26T22:50:38.6232317Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6233142Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6233961Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6234780Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6235603Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6236428Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6237250Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6238088Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6238902Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6240988Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6241823Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6242640Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6243440Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6244247Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6245049Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6245854Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6246660Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6247470Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6248295Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6249098Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6249985Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6250804Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6251622Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6253581Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6254382Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6255175Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6255965Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6256761Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6257558Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6258352Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6259171Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6260047Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6260859Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6261673Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6262470Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6263264Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6265226Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6266027Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6266830Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6267725Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6268522Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6269339Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6270217Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6271004Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6271815Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6272623Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6273422Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6274212Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 0%] 2025-08-26T22:50:38.6274932Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0098s] [ 0%] 2025-08-26T22:50:38.6275578Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 0%] 2025-08-26T22:50:38.6276223Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 0%] 2025-08-26T22:50:38.6276863Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 0%] 2025-08-26T22:50:38.6278683Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 0%] 2025-08-26T22:50:38.6279363Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 0%] 2025-08-26T22:50:38.6280068Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 0%] 2025-08-26T22:50:38.6280728Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 0%] 2025-08-26T22:50:38.6281362Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0087s] [ 0%] 2025-08-26T22:50:38.6282014Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 0%] 2025-08-26T22:50:38.6282659Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 0%] 2025-08-26T22:50:38.6283286Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 0%] 2025-08-26T22:50:38.6283920Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 0%] 2025-08-26T22:50:38.6284559Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 0%] 2025-08-26T22:50:38.6285190Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 0%] 2025-08-26T22:50:38.6285820Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 0%] 2025-08-26T22:50:38.6286454Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0109s] [ 0%] 2025-08-26T22:50:38.6287092Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 0%] 2025-08-26T22:50:38.6288899Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 0%] 2025-08-26T22:50:38.6289564Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 0%] 2025-08-26T22:50:38.6290271Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 0%] 2025-08-26T22:50:38.6290934Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 0%] 2025-08-26T22:50:38.6291592Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 0%] 2025-08-26T22:50:38.6292249Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 0%] 2025-08-26T22:50:38.6292889Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0106s] [ 0%] 2025-08-26T22:50:38.6293526Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 0%] 2025-08-26T22:50:38.6294161Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 0%] 2025-08-26T22:50:38.6294798Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 0%] 2025-08-26T22:50:38.6295434Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 0%] 2025-08-26T22:50:38.6296075Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 0%] 2025-08-26T22:50:38.6296712Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 0%] 2025-08-26T22:50:38.6297346Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 0%] 2025-08-26T22:50:38.6297985Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 0%] 2025-08-26T22:50:38.6298646Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 0%] 2025-08-26T22:50:38.6299286Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 0%] 2025-08-26T22:50:38.6299991Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 0%] 2025-08-26T22:50:38.6301848Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 0%] 2025-08-26T22:50:38.6302508Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 0%] 2025-08-26T22:50:38.6303150Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 0%] 2025-08-26T22:50:38.6303787Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 0%] 2025-08-26T22:50:38.6304428Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 0%] 2025-08-26T22:50:38.6305068Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 0%] 2025-08-26T22:50:38.6305702Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 0%] 2025-08-26T22:50:38.6306333Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 0%] 2025-08-26T22:50:38.6307043Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 1%] 2025-08-26T22:50:38.6307680Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 1%] 2025-08-26T22:50:38.6308312Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 1%] 2025-08-26T22:50:38.6308966Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 1%] 2025-08-26T22:50:38.6309769Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6310569Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6311381Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6313376Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6314171Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6314968Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6315765Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6316564Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6317355Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6318145Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6318968Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6319820Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6320624Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6321437Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6322241Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6323026Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6323818Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6324616Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6325412Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6326212Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6327006Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6327804Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6329887Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6330705Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6331514Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6332326Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0007s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6333117Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6333908Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6334702Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6335501Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6336297Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6337096Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6337889Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6338708Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6339517Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6340383Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6341191Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6342002Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6343988Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6344782Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6345572Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6346356Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6347199Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6347986Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6348804Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6349594Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6350452Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6351265Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6352010Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0092s] [ 1%] 2025-08-26T22:50:38.6352657Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 1%] 2025-08-26T22:50:38.6353296Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 1%] 2025-08-26T22:50:38.6353931Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 1%] 2025-08-26T22:50:38.6354568Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 1%] 2025-08-26T22:50:38.6355207Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 1%] 2025-08-26T22:50:38.6355846Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 1%] 2025-08-26T22:50:38.6356485Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 1%] 2025-08-26T22:50:38.6357122Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0083s] [ 1%] 2025-08-26T22:50:38.6357776Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 1%] 2025-08-26T22:50:38.6359775Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 1%] 2025-08-26T22:50:38.6360439Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 1%] 2025-08-26T22:50:38.6361073Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 1%] 2025-08-26T22:50:38.6361728Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 1%] 2025-08-26T22:50:38.6362377Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 1%] 2025-08-26T22:50:38.6363014Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 1%] 2025-08-26T22:50:38.6363656Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0086s] [ 1%] 2025-08-26T22:50:38.6364297Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 1%] 2025-08-26T22:50:38.6364938Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 1%] 2025-08-26T22:50:38.6365575Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 1%] 2025-08-26T22:50:38.6366217Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 1%] 2025-08-26T22:50:38.6366862Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 1%] 2025-08-26T22:50:38.6367506Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 1%] 2025-08-26T22:50:38.6368169Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 1%] 2025-08-26T22:50:38.6368806Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0084s] [ 1%] 2025-08-26T22:50:38.6369453Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 1%] 2025-08-26T22:50:38.6370169Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 1%] 2025-08-26T22:50:38.6371977Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 1%] 2025-08-26T22:50:38.6372616Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 1%] 2025-08-26T22:50:38.6373254Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 1%] 2025-08-26T22:50:38.6373896Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 1%] 2025-08-26T22:50:38.6374527Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 1%] 2025-08-26T22:50:38.6375164Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 1%] 2025-08-26T22:50:38.6375806Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 1%] 2025-08-26T22:50:38.6376444Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 1%] 2025-08-26T22:50:38.6377084Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 1%] 2025-08-26T22:50:38.6377722Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 1%] 2025-08-26T22:50:38.6378396Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 1%] 2025-08-26T22:50:38.6380225Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 1%] 2025-08-26T22:50:38.6380898Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 1%] 2025-08-26T22:50:38.6381558Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 1%] 2025-08-26T22:50:38.6382211Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 1%] 2025-08-26T22:50:38.6382845Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 1%] 2025-08-26T22:50:38.6383475Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 1%] 2025-08-26T22:50:38.6384112Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 1%] 2025-08-26T22:50:38.6384752Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 1%] 2025-08-26T22:50:38.6385390Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 1%] 2025-08-26T22:50:38.6386032Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 1%] 2025-08-26T22:50:38.6387937Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6388741Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6389575Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6390459Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6391273Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6392094Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6392903Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6393698Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6394494Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6395291Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6397213Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6398006Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6398797Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6399591Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6400468Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6401276Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 1%] 2025-08-26T22:50:38.6402083Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6402895Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6403690Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6404483Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6405280Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6407223Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6408023Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6408820Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6409610Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6410478Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6411279Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6412063Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6412864Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6413672Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6414461Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6416372Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6417172Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6417969Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6418767Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6419558Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6420455Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6421250Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6422062Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6422884Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6423690Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6425586Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6426373Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6427225Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6428009Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6428802Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6429588Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6430434Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6431176Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0096s] [ 2%] 2025-08-26T22:50:38.6431833Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 2%] 2025-08-26T22:50:38.6432461Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 2%] 2025-08-26T22:50:38.6434233Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 2%] 2025-08-26T22:50:38.6434889Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0020s] [ 2%] 2025-08-26T22:50:38.6435528Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 2%] 2025-08-26T22:50:38.6436164Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 2%] 2025-08-26T22:50:38.6436794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 2%] 2025-08-26T22:50:38.6437423Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0083s] [ 2%] 2025-08-26T22:50:38.6438047Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 2%] 2025-08-26T22:50:38.6438673Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 2%] 2025-08-26T22:50:38.6439297Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 2%] 2025-08-26T22:50:38.6439984Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 2%] 2025-08-26T22:50:38.6440615Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 2%] 2025-08-26T22:50:38.6442374Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 2%] 2025-08-26T22:50:38.6443016Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 2%] 2025-08-26T22:50:38.6443642Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 2%] 2025-08-26T22:50:38.6444289Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 2%] 2025-08-26T22:50:38.6444934Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 2%] 2025-08-26T22:50:38.6445555Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 2%] 2025-08-26T22:50:38.6446183Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 2%] 2025-08-26T22:50:38.6446815Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 2%] 2025-08-26T22:50:38.6447446Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 2%] 2025-08-26T22:50:38.6448079Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 2%] 2025-08-26T22:50:38.6450011Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 2%] 2025-08-26T22:50:38.6450645Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 2%] 2025-08-26T22:50:38.6451273Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 2%] 2025-08-26T22:50:38.6451599Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 2%] 2025-08-26T22:50:38.6451898Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 2%] 2025-08-26T22:50:38.6452215Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 2%] 2025-08-26T22:50:38.6452509Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 2%] 2025-08-26T22:50:38.6452822Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 2%] 2025-08-26T22:50:38.6453138Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 2%] 2025-08-26T22:50:38.6453441Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 2%] 2025-08-26T22:50:38.6453739Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 2%] 2025-08-26T22:50:38.6454039Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 2%] 2025-08-26T22:50:38.6454340Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 2%] 2025-08-26T22:50:38.6454641Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 2%] 2025-08-26T22:50:38.6454940Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 2%] 2025-08-26T22:50:38.6455239Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 2%] 2025-08-26T22:50:38.6455537Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 2%] 2025-08-26T22:50:38.6455852Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 2%] 2025-08-26T22:50:38.6457263Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 2%] 2025-08-26T22:50:38.6457576Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 2%] 2025-08-26T22:50:38.6457874Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 2%] 2025-08-26T22:50:38.6458187Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 2%] 2025-08-26T22:50:38.6458494Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 2%] 2025-08-26T22:50:38.6458791Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 2%] 2025-08-26T22:50:38.6459172Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6459548Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6459988Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6460363Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6460743Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6461123Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6461534Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6461925Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6462296Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6462687Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6463074Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6463446Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6463822Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6464196Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6465654Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6466028Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6466405Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6466796Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6467323Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6467711Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6468102Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6468495Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6468874Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6469254Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6469633Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6470078Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6470453Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6470827Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6471202Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6471599Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6471993Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6472385Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6472780Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6473157Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6474628Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6475006Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 2%] 2025-08-26T22:50:38.6475390Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6475770Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6476149Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6476528Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6476923Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6477300Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6477694Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6478081Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6478476Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6478852Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6479227Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6479605Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6479974Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0046s] [ 3%] 2025-08-26T22:50:38.6480284Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 3%] 2025-08-26T22:50:38.6480592Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 3%] 2025-08-26T22:50:38.6480902Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 3%] 2025-08-26T22:50:38.6481239Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 3%] 2025-08-26T22:50:38.6481545Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 3%] 2025-08-26T22:50:38.6482957Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 3%] 2025-08-26T22:50:38.6483265Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 3%] 2025-08-26T22:50:38.6483596Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0040s] [ 3%] 2025-08-26T22:50:38.6483916Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 3%] 2025-08-26T22:50:38.6484217Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 3%] 2025-08-26T22:50:38.6484518Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 3%] 2025-08-26T22:50:38.6484821Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 3%] 2025-08-26T22:50:38.6485124Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 3%] 2025-08-26T22:50:38.6485428Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 3%] 2025-08-26T22:50:38.6485734Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 3%] 2025-08-26T22:50:38.6486043Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0041s] [ 3%] 2025-08-26T22:50:38.6486348Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 3%] 2025-08-26T22:50:38.6486669Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 3%] 2025-08-26T22:50:38.6486972Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 3%] 2025-08-26T22:50:38.6487291Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 3%] 2025-08-26T22:50:38.6487611Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0047s] [ 3%] 2025-08-26T22:50:38.6487930Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0038s] [ 3%] 2025-08-26T22:50:38.6488232Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 3%] 2025-08-26T22:50:38.6488533Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0051s] [ 3%] 2025-08-26T22:50:38.6488838Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 3%] 2025-08-26T22:50:38.6489137Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 3%] 2025-08-26T22:50:38.6490586Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 3%] 2025-08-26T22:50:38.6490890Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 3%] 2025-08-26T22:50:38.6491196Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 3%] 2025-08-26T22:50:38.6491497Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 3%] 2025-08-26T22:50:38.6491797Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 3%] 2025-08-26T22:50:38.6492137Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 3%] 2025-08-26T22:50:38.6492442Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 3%] 2025-08-26T22:50:38.6492759Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 3%] 2025-08-26T22:50:38.6493080Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 3%] 2025-08-26T22:50:38.6493402Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 3%] 2025-08-26T22:50:38.6493709Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 3%] 2025-08-26T22:50:38.6494011Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 3%] 2025-08-26T22:50:38.6494317Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 3%] 2025-08-26T22:50:38.6494620Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 3%] 2025-08-26T22:50:38.6494921Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 3%] 2025-08-26T22:50:38.6495221Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 3%] 2025-08-26T22:50:38.6495523Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 3%] 2025-08-26T22:50:38.6495828Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 3%] 2025-08-26T22:50:38.6496131Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 3%] 2025-08-26T22:50:38.6496445Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 3%] 2025-08-26T22:50:38.6497828Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 3%] 2025-08-26T22:50:38.6498213Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6498619Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6499015Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6499395Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6499848Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6500229Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6500610Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6500989Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6501371Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6501778Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6502153Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6502548Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6502960Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6503355Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6503734Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6504112Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6504496Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6504877Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6505256Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6506732Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6507240Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6507623Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6508017Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6508415Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6508807Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6509187Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6509567Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6510005Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6510390Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6510775Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6511158Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6511540Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6511953Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6512351Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6512747Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6513145Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6513529Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6513914Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6514299Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6515780Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6516162Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6516541Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6516920Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6517321Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6517703Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6518105Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6518495Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6518887Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 3%] 2025-08-26T22:50:38.6519192Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 3%] 2025-08-26T22:50:38.6519496Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 3%] 2025-08-26T22:50:38.6519877Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 3%] 2025-08-26T22:50:38.6520181Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 3%] 2025-08-26T22:50:38.6520487Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 3%] 2025-08-26T22:50:38.6520791Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 3%] 2025-08-26T22:50:38.6521095Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 3%] 2025-08-26T22:50:38.6521396Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 3%] 2025-08-26T22:50:38.6521718Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0038s] [ 4%] 2025-08-26T22:50:38.6522038Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 4%] 2025-08-26T22:50:38.6522337Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 4%] 2025-08-26T22:50:38.6523739Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 4%] 2025-08-26T22:50:38.6524058Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 4%] 2025-08-26T22:50:38.6524360Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 4%] 2025-08-26T22:50:38.6524659Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 4%] 2025-08-26T22:50:38.6524959Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 4%] 2025-08-26T22:50:38.6525266Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 4%] 2025-08-26T22:50:38.6525571Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 4%] 2025-08-26T22:50:38.6525875Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 4%] 2025-08-26T22:50:38.6526178Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 4%] 2025-08-26T22:50:38.6526483Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 4%] 2025-08-26T22:50:38.6526788Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 4%] 2025-08-26T22:50:38.6527106Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 4%] 2025-08-26T22:50:38.6527423Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 4%] 2025-08-26T22:50:38.6527726Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0040s] [ 4%] 2025-08-26T22:50:38.6528043Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 4%] 2025-08-26T22:50:38.6528353Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 4%] 2025-08-26T22:50:38.6528652Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 4%] 2025-08-26T22:50:38.6528954Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 4%] 2025-08-26T22:50:38.6529255Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 4%] 2025-08-26T22:50:38.6529556Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 4%] 2025-08-26T22:50:38.6531002Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 4%] 2025-08-26T22:50:38.6531311Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 4%] 2025-08-26T22:50:38.6531615Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 4%] 2025-08-26T22:50:38.6531917Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 4%] 2025-08-26T22:50:38.6532245Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 4%] 2025-08-26T22:50:38.6532550Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 4%] 2025-08-26T22:50:38.6532872Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 4%] 2025-08-26T22:50:38.6533178Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 4%] 2025-08-26T22:50:38.6533500Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 4%] 2025-08-26T22:50:38.6533817Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 4%] 2025-08-26T22:50:38.6534118Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 4%] 2025-08-26T22:50:38.6534418Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 4%] 2025-08-26T22:50:38.6534718Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 4%] 2025-08-26T22:50:38.6535021Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 4%] 2025-08-26T22:50:38.6535324Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 4%] 2025-08-26T22:50:38.6535628Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 4%] 2025-08-26T22:50:38.6535929Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 4%] 2025-08-26T22:50:38.6536308Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6536712Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6537104Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6538570Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6538969Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6539351Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6539804Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6540188Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6540569Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6540959Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6541337Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6541714Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6542119Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6542497Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6542894Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6543290Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6543686Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6544067Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6544447Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6544827Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6545212Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6545596Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6545979Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6547511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6547895Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6548294Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6548687Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6549086Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6549467Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6549921Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6550304Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6550683Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6551069Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6551455Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6551838Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6552240Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6552640Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6553042Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6553456Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6553840Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6554222Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6554601Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6554981Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6556454Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6556842Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6557227Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6557629Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6558020Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 4%] 2025-08-26T22:50:38.6558325Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0039s] [ 4%] 2025-08-26T22:50:38.6558643Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 4%] 2025-08-26T22:50:38.6558969Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 4%] 2025-08-26T22:50:38.6559274Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 4%] 2025-08-26T22:50:38.6559579Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0020s] [ 4%] 2025-08-26T22:50:38.6559951Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 4%] 2025-08-26T22:50:38.6560255Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 4%] 2025-08-26T22:50:38.6560558Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 4%] 2025-08-26T22:50:38.6560859Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0043s] [ 4%] 2025-08-26T22:50:38.6561162Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 4%] 2025-08-26T22:50:38.6561464Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 4%] 2025-08-26T22:50:38.6561787Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 4%] 2025-08-26T22:50:38.6562088Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 4%] 2025-08-26T22:50:38.6562403Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 4%] 2025-08-26T22:50:38.6562701Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 4%] 2025-08-26T22:50:38.6564117Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 4%] 2025-08-26T22:50:38.6564439Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 4%] 2025-08-26T22:50:38.6564745Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 4%] 2025-08-26T22:50:38.6565049Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 4%] 2025-08-26T22:50:38.6565349Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 4%] 2025-08-26T22:50:38.6565654Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0020s] [ 4%] 2025-08-26T22:50:38.6565959Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0020s] [ 4%] 2025-08-26T22:50:38.6566263Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 4%] 2025-08-26T22:50:38.6566567Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 4%] 2025-08-26T22:50:38.6566867Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 4%] 2025-08-26T22:50:38.6567189Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 4%] 2025-08-26T22:50:38.6567487Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 4%] 2025-08-26T22:50:38.6567797Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 4%] 2025-08-26T22:50:38.6568112Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 5%] 2025-08-26T22:50:38.6568425Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 5%] 2025-08-26T22:50:38.6568723Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 5%] 2025-08-26T22:50:38.6569021Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 5%] 2025-08-26T22:50:38.6569323Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 5%] 2025-08-26T22:50:38.6569626Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 5%] 2025-08-26T22:50:38.6569985Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 5%] 2025-08-26T22:50:38.6571357Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 5%] 2025-08-26T22:50:38.6571663Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 5%] 2025-08-26T22:50:38.6571968Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 5%] 2025-08-26T22:50:38.6572269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 5%] 2025-08-26T22:50:38.6572616Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 5%] 2025-08-26T22:50:38.6572919Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 5%] 2025-08-26T22:50:38.6573238Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 5%] 2025-08-26T22:50:38.6573562Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 5%] 2025-08-26T22:50:38.6573876Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 5%] 2025-08-26T22:50:38.6574177Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 5%] 2025-08-26T22:50:38.6574477Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 5%] 2025-08-26T22:50:38.6574774Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 5%] 2025-08-26T22:50:38.6575080Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 5%] 2025-08-26T22:50:38.6575460Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6575837Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6576213Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6576587Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6576982Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6577375Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6577750Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6579267Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6579661Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6580104Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6580481Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6580859Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6581239Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6581618Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6581994Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6582397Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6582776Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6583179Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6583582Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6583975Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6584355Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6584737Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6585118Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6585498Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6585874Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6586251Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6586625Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6588206Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6588600Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6588996Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6589386Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6589835Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6590217Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6590598Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6590977Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6591359Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6591742Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6592125Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6592530Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6592936Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6593313Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6593714Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6594107Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6594485Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6594864Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6595243Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6595623Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6597088Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 5%] 2025-08-26T22:50:38.6597403Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 5%] 2025-08-26T22:50:38.6597714Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 5%] 2025-08-26T22:50:38.6598039Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 5%] 2025-08-26T22:50:38.6598357Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0047s] [ 5%] 2025-08-26T22:50:38.6598666Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 5%] 2025-08-26T22:50:38.6598992Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 5%] 2025-08-26T22:50:38.6599312Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 5%] 2025-08-26T22:50:38.6599618Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0047s] [ 5%] 2025-08-26T22:50:38.6599991Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 5%] 2025-08-26T22:50:38.6600299Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 5%] 2025-08-26T22:50:38.6600606Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0037s] [ 5%] 2025-08-26T22:50:38.6600908Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0046s] [ 5%] 2025-08-26T22:50:38.6601214Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 5%] 2025-08-26T22:50:38.6601521Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 5%] 2025-08-26T22:50:38.6601827Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0037s] [ 5%] 2025-08-26T22:50:38.6602153Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0046s] [ 5%] 2025-08-26T22:50:38.6602459Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 5%] 2025-08-26T22:50:38.6602780Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 5%] 2025-08-26T22:50:38.6603083Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0041s] [ 5%] 2025-08-26T22:50:38.6604479Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0054s] [ 5%] 2025-08-26T22:50:38.6604808Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 5%] 2025-08-26T22:50:38.6605115Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 5%] 2025-08-26T22:50:38.6605422Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0041s] [ 5%] 2025-08-26T22:50:38.6605725Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 5%] 2025-08-26T22:50:38.6606028Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 5%] 2025-08-26T22:50:38.6606330Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 5%] 2025-08-26T22:50:38.6606633Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0040s] [ 5%] 2025-08-26T22:50:38.6606934Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0050s] [ 5%] 2025-08-26T22:50:38.6607238Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 5%] 2025-08-26T22:50:38.6607557Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 5%] 2025-08-26T22:50:38.6607858Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0040s] [ 5%] 2025-08-26T22:50:38.6608174Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0051s] [ 5%] 2025-08-26T22:50:38.6609261Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 5%] 2025-08-26T22:50:38.6609579Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 5%] 2025-08-26T22:50:38.6609958Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 5%] 2025-08-26T22:50:38.6610264Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0047s] [ 5%] 2025-08-26T22:50:38.6610572Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 5%] 2025-08-26T22:50:38.6610879Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 5%] 2025-08-26T22:50:38.6611183Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 5%] 2025-08-26T22:50:38.6612573Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0047s] [ 5%] 2025-08-26T22:50:38.6612879Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 5%] 2025-08-26T22:50:38.6613183Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 5%] 2025-08-26T22:50:38.6613485Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 5%] 2025-08-26T22:50:38.6613819Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0047s] [ 5%] 2025-08-26T22:50:38.6614142Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 5%] 2025-08-26T22:50:38.6614446Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 5%] 2025-08-26T22:50:38.6614766Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0037s] [ 5%] 2025-08-26T22:50:38.6615084Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0047s] [ 5%] 2025-08-26T22:50:38.6615467Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6615851Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6616231Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6616611Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6616994Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6617380Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6617765Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6618169Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6618566Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6618955Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6619345Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6620861Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6621243Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6621630Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6622006Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6622384Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6622766Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6623148Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6623555Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6623936Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6624340Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6624745Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6625139Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6625520Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6625902Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6626284Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6626664Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6627125Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6627505Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6627905Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6628284Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6629813Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6630226Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6630629Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6631008Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6631386Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6631768Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6632152Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6632531Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6632910Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6633310Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6633687Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6634081Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6634469Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6634861Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6635238Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6635614Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6635990Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6636296Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 6%] 2025-08-26T22:50:38.6636605Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 6%] 2025-08-26T22:50:38.6636909Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 6%] 2025-08-26T22:50:38.6638299Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 6%] 2025-08-26T22:50:38.6638606Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 6%] 2025-08-26T22:50:38.6638931Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 6%] 2025-08-26T22:50:38.6639246Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 6%] 2025-08-26T22:50:38.6639546Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 6%] 2025-08-26T22:50:38.6639948Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 6%] 2025-08-26T22:50:38.6640266Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 6%] 2025-08-26T22:50:38.6640567Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 6%] 2025-08-26T22:50:38.6640864Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 6%] 2025-08-26T22:50:38.6641165Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 6%] 2025-08-26T22:50:38.6641465Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 6%] 2025-08-26T22:50:38.6641762Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 6%] 2025-08-26T22:50:38.6642063Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 6%] 2025-08-26T22:50:38.6642367Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 6%] 2025-08-26T22:50:38.6642671Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 6%] 2025-08-26T22:50:38.6642995Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 6%] 2025-08-26T22:50:38.6643297Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 6%] 2025-08-26T22:50:38.6643618Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 6%] 2025-08-26T22:50:38.6643920Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 6%] 2025-08-26T22:50:38.6644242Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 6%] 2025-08-26T22:50:38.6645651Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 6%] 2025-08-26T22:50:38.6645955Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 6%] 2025-08-26T22:50:38.6646258Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 6%] 2025-08-26T22:50:38.6646557Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 6%] 2025-08-26T22:50:38.6646859Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 6%] 2025-08-26T22:50:38.6647161Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 6%] 2025-08-26T22:50:38.6647463Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 6%] 2025-08-26T22:50:38.6647767Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 6%] 2025-08-26T22:50:38.6648064Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 6%] 2025-08-26T22:50:38.6648387Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 6%] 2025-08-26T22:50:38.6648691Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 6%] 2025-08-26T22:50:38.6649004Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 6%] 2025-08-26T22:50:38.6649326Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 6%] 2025-08-26T22:50:38.6649641Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 6%] 2025-08-26T22:50:38.6650031Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 6%] 2025-08-26T22:50:38.6650333Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 6%] 2025-08-26T22:50:38.6650638Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 6%] 2025-08-26T22:50:38.6650938Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 6%] 2025-08-26T22:50:38.6651240Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 6%] 2025-08-26T22:50:38.6651542Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 6%] 2025-08-26T22:50:38.6651841Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 6%] 2025-08-26T22:50:38.6653222Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 6%] 2025-08-26T22:50:38.6653524Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 6%] 2025-08-26T22:50:38.6653851Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 6%] 2025-08-26T22:50:38.6654168Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 6%] 2025-08-26T22:50:38.6654548Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6654947Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6655338Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6655716Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6656096Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6656475Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6656854Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6657231Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6657614Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6658007Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6658383Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6658768Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6659158Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6659549Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6660008Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6660385Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6661855Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6662234Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6662611Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6662990Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 6%] 2025-08-26T22:50:38.6663370Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6663780Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6664174Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6664567Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6664959Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6665334Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6665710Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6666085Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6666460Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6666838Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6667274Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6667649Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6668045Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6668442Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6668833Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6670383Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6670768Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6671152Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6671534Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6671916Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6672294Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6672668Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6673041Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6673445Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6673825Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6674221Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6674612Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6675004Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6675306Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0045s] [ 7%] 2025-08-26T22:50:38.6675607Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 7%] 2025-08-26T22:50:38.6675906Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 7%] 2025-08-26T22:50:38.6676206Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 7%] 2025-08-26T22:50:38.6676509Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 7%] 2025-08-26T22:50:38.6676809Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 7%] 2025-08-26T22:50:38.6677109Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 7%] 2025-08-26T22:50:38.6678474Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 7%] 2025-08-26T22:50:38.6678792Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 7%] 2025-08-26T22:50:38.6679105Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 7%] 2025-08-26T22:50:38.6679402Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 7%] 2025-08-26T22:50:38.6679792Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 7%] 2025-08-26T22:50:38.6680108Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 7%] 2025-08-26T22:50:38.6680408Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 7%] 2025-08-26T22:50:38.6680706Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 7%] 2025-08-26T22:50:38.6681005Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 7%] 2025-08-26T22:50:38.6681308Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 7%] 2025-08-26T22:50:38.6681613Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 7%] 2025-08-26T22:50:38.6681917Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 7%] 2025-08-26T22:50:38.6682216Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 7%] 2025-08-26T22:50:38.6682518Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 7%] 2025-08-26T22:50:38.6682821Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 7%] 2025-08-26T22:50:38.6683141Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 7%] 2025-08-26T22:50:38.6683457Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 7%] 2025-08-26T22:50:38.6683754Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 7%] 2025-08-26T22:50:38.6684069Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 7%] 2025-08-26T22:50:38.6684379Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 7%] 2025-08-26T22:50:38.6684678Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 7%] 2025-08-26T22:50:38.6686056Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 7%] 2025-08-26T22:50:38.6686356Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 7%] 2025-08-26T22:50:38.6686654Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 7%] 2025-08-26T22:50:38.6686952Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 7%] 2025-08-26T22:50:38.6687253Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 7%] 2025-08-26T22:50:38.6687554Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 7%] 2025-08-26T22:50:38.6687852Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 7%] 2025-08-26T22:50:38.6688178Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 7%] 2025-08-26T22:50:38.6688479Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 7%] 2025-08-26T22:50:38.6688793Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 7%] 2025-08-26T22:50:38.6689094Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 7%] 2025-08-26T22:50:38.6689407Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 7%] 2025-08-26T22:50:38.6689791Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 7%] 2025-08-26T22:50:38.6690090Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 7%] 2025-08-26T22:50:38.6690386Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 7%] 2025-08-26T22:50:38.6690683Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 7%] 2025-08-26T22:50:38.6690983Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 7%] 2025-08-26T22:50:38.6691282Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 7%] 2025-08-26T22:50:38.6691581Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 7%] 2025-08-26T22:50:38.6691881Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 7%] 2025-08-26T22:50:38.6693326Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6693743Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6694135Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6694506Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6694899Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6695299Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6695674Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6696050Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6696421Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6696794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6697166Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6697539Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6697927Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6698299Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6698683Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6699066Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6699452Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6699888Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6700261Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6700635Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6702085Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6702464Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6702841Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6703242Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6703615Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6704009Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6704397Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6704790Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6705164Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6705541Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6705912Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6706284Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6706662Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6707107Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6707486Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6707878Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6708270Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6708662Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6709051Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6709427Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 7%] 2025-08-26T22:50:38.6710948Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0007s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 8%] 2025-08-26T22:50:38.6711329Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 8%] 2025-08-26T22:50:38.6711704Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 8%] 2025-08-26T22:50:38.6712079Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 8%] 2025-08-26T22:50:38.6712456Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 8%] 2025-08-26T22:50:38.6712836Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 8%] 2025-08-26T22:50:38.6713240Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 8%] 2025-08-26T22:50:38.6713612Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 8%] 2025-08-26T22:50:38.6713944Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0052s] [ 8%] 2025-08-26T22:50:38.6714266Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0045s] [ 8%] 2025-08-26T22:50:38.6714584Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0100s] [ 8%] 2025-08-26T22:50:38.6714885Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0082s] [ 8%] 2025-08-26T22:50:38.6715192Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0045s] [ 8%] 2025-08-26T22:50:38.6715498Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0045s] [ 8%] 2025-08-26T22:50:38.6715800Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0100s] [ 8%] 2025-08-26T22:50:38.6716101Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0081s] [ 8%] 2025-08-26T22:50:38.6716401Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0047s] [ 8%] 2025-08-26T22:50:38.6716701Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0044s] [ 8%] 2025-08-26T22:50:38.6717000Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0100s] [ 8%] 2025-08-26T22:50:38.6717315Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0082s] [ 8%] 2025-08-26T22:50:38.6718675Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0044s] [ 8%] 2025-08-26T22:50:38.6718998Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0044s] [ 8%] 2025-08-26T22:50:38.6719297Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0100s] [ 8%] 2025-08-26T22:50:38.6719610Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0082s] [ 8%] 2025-08-26T22:50:38.6719989Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0060s] [ 8%] 2025-08-26T22:50:38.6720293Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0053s] [ 8%] 2025-08-26T22:50:38.6720597Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0119s] [ 8%] 2025-08-26T22:50:38.6720901Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0097s] [ 8%] 2025-08-26T22:50:38.6721214Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0051s] [ 8%] 2025-08-26T22:50:38.6721519Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0052s] [ 8%] 2025-08-26T22:50:38.6721823Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0118s] [ 8%] 2025-08-26T22:50:38.6722126Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0096s] [ 8%] 2025-08-26T22:50:38.6722429Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0066s] [ 8%] 2025-08-26T22:50:38.6722755Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0051s] [ 8%] 2025-08-26T22:50:38.6723054Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0118s] [ 8%] 2025-08-26T22:50:38.6723371Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0095s] [ 8%] 2025-08-26T22:50:38.6723703Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0051s] [ 8%] 2025-08-26T22:50:38.6724034Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0051s] [ 8%] 2025-08-26T22:50:38.6724333Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0118s] [ 8%] 2025-08-26T22:50:38.6724639Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0095s] [ 8%] 2025-08-26T22:50:38.6727121Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 8%] 2025-08-26T22:50:38.6727440Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 8%] 2025-08-26T22:50:38.6727743Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0117s] [ 8%] 2025-08-26T22:50:38.6728046Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0094s] [ 8%] 2025-08-26T22:50:38.6728352Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 8%] 2025-08-26T22:50:38.6728657Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0051s] [ 8%] 2025-08-26T22:50:38.6728962Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0118s] [ 8%] 2025-08-26T22:50:38.6729287Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0095s] [ 8%] 2025-08-26T22:50:38.6729606Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0050s] [ 8%] 2025-08-26T22:50:38.6729972Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0050s] [ 8%] 2025-08-26T22:50:38.6730301Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0116s] [ 8%] 2025-08-26T22:50:38.6730617Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0094s] [ 8%] 2025-08-26T22:50:38.6730918Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0050s] [ 8%] 2025-08-26T22:50:38.6731220Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0050s] [ 8%] 2025-08-26T22:50:38.6731523Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0117s] [ 8%] 2025-08-26T22:50:38.6731823Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0095s] [ 8%] 2025-08-26T22:50:38.6732129Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0188s] [ 8%] 2025-08-26T22:50:38.6732431Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0047s] [ 8%] 2025-08-26T22:50:38.6732731Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0105s] [ 8%] 2025-08-26T22:50:38.6733030Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0084s] [ 8%] 2025-08-26T22:50:38.6734620Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0045s] [ 8%] 2025-08-26T22:50:38.6734931Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0046s] [ 8%] 2025-08-26T22:50:38.6735250Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0103s] [ 8%] 2025-08-26T22:50:38.6735553Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0080s] [ 8%] 2025-08-26T22:50:38.6735865Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0113s] [ 8%] 2025-08-26T22:50:38.6736176Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0047s] [ 8%] 2025-08-26T22:50:38.6736473Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0105s] [ 8%] 2025-08-26T22:50:38.6736772Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0081s] [ 8%] 2025-08-26T22:50:38.6737073Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0045s] [ 8%] 2025-08-26T22:50:38.6737372Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0045s] [ 8%] 2025-08-26T22:50:38.6737674Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0104s] [ 8%] 2025-08-26T22:50:38.6737972Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0083s] [ 8%] 2025-08-26T22:50:38.6738276Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0120s] [ 8%] 2025-08-26T22:50:38.6738577Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0052s] [ 8%] 2025-08-26T22:50:38.6738892Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0119s] [ 8%] 2025-08-26T22:50:38.6739194Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0092s] [ 8%] 2025-08-26T22:50:38.6739509Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0051s] [ 8%] 2025-08-26T22:50:38.6739904Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0051s] [ 8%] 2025-08-26T22:50:38.6740224Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0118s] [ 8%] 2025-08-26T22:50:38.6740525Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0091s] [ 8%] 2025-08-26T22:50:38.6741916Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0114s] [ 8%] 2025-08-26T22:50:38.6742219Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0052s] [ 8%] 2025-08-26T22:50:38.6742517Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0119s] [ 8%] 2025-08-26T22:50:38.6742816Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0094s] [ 8%] 2025-08-26T22:50:38.6743119Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0051s] [ 8%] 2025-08-26T22:50:38.6743423Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0051s] [ 8%] 2025-08-26T22:50:38.6743723Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0117s] [ 8%] 2025-08-26T22:50:38.6744022Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0090s] [ 8%] 2025-08-26T22:50:38.6744350Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0051s] [ 8%] 2025-08-26T22:50:38.6744670Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0051s] [ 8%] 2025-08-26T22:50:38.6744969Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0118s] [ 8%] 2025-08-26T22:50:38.6745290Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0090s] [ 8%] 2025-08-26T22:50:38.6745618Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0051s] [ 8%] 2025-08-26T22:50:38.6745920Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0051s] [ 8%] 2025-08-26T22:50:38.6746221Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0117s] [ 8%] 2025-08-26T22:50:38.6746522Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0090s] [ 8%] 2025-08-26T22:50:38.6746821Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0051s] [ 8%] 2025-08-26T22:50:38.6747171Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0050s] [ 8%] 2025-08-26T22:50:38.6747471Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0117s] [ 8%] 2025-08-26T22:50:38.6747770Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0090s] [ 8%] 2025-08-26T22:50:38.6748071Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0051s] [ 8%] 2025-08-26T22:50:38.6749458Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0051s] [ 8%] 2025-08-26T22:50:38.6749817Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0118s] [ 8%] 2025-08-26T22:50:38.6750137Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0091s] [ 8%] 2025-08-26T22:50:38.6750440Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0049s] [ 8%] 2025-08-26T22:50:38.6750758Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0042s] [ 8%] 2025-08-26T22:50:38.6751076Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0105s] [ 8%] 2025-08-26T22:50:38.6751380Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0082s] [ 8%] 2025-08-26T22:50:38.6751686Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 8%] 2025-08-26T22:50:38.6751990Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 8%] 2025-08-26T22:50:38.6752293Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0103s] [ 8%] 2025-08-26T22:50:38.6752595Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0080s] [ 8%] 2025-08-26T22:50:38.6752895Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0046s] [ 8%] 2025-08-26T22:50:38.6753196Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0040s] [ 8%] 2025-08-26T22:50:38.6753497Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0104s] [ 8%] 2025-08-26T22:50:38.6753816Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0081s] [ 8%] 2025-08-26T22:50:38.6754118Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0040s] [ 9%] 2025-08-26T22:50:38.6754431Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0040s] [ 9%] 2025-08-26T22:50:38.6754742Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0103s] [ 9%] 2025-08-26T22:50:38.6755051Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0080s] [ 9%] 2025-08-26T22:50:38.6755355Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0053s] [ 9%] 2025-08-26T22:50:38.6756727Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0047s] [ 9%] 2025-08-26T22:50:38.6757033Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0124s] [ 9%] 2025-08-26T22:50:38.6757334Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0096s] [ 9%] 2025-08-26T22:50:38.6757638Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0047s] [ 9%] 2025-08-26T22:50:38.6757944Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0046s] [ 9%] 2025-08-26T22:50:38.6758246Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0119s] [ 9%] 2025-08-26T22:50:38.6758550Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0093s] [ 9%] 2025-08-26T22:50:38.6758849Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0050s] [ 9%] 2025-08-26T22:50:38.6759171Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0046s] [ 9%] 2025-08-26T22:50:38.6759482Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0119s] [ 9%] 2025-08-26T22:50:38.6759831Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0092s] [ 9%] 2025-08-26T22:50:38.6760164Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0045s] [ 9%] 2025-08-26T22:50:38.6760480Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0045s] [ 9%] 2025-08-26T22:50:38.6760780Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0119s] [ 9%] 2025-08-26T22:50:38.6761081Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0092s] [ 9%] 2025-08-26T22:50:38.6761389Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0046s] [ 9%] 2025-08-26T22:50:38.6761693Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0045s] [ 9%] 2025-08-26T22:50:38.6761993Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0119s] [ 9%] 2025-08-26T22:50:38.6762296Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0092s] [ 9%] 2025-08-26T22:50:38.6762600Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0045s] [ 9%] 2025-08-26T22:50:38.6763983Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0045s] [ 9%] 2025-08-26T22:50:38.6764311Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0119s] [ 9%] 2025-08-26T22:50:38.6764622Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0093s] [ 9%] 2025-08-26T22:50:38.6764946Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0045s] [ 9%] 2025-08-26T22:50:38.6765245Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0045s] [ 9%] 2025-08-26T22:50:38.6765556Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0119s] [ 9%] 2025-08-26T22:50:38.6765866Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0092s] [ 9%] 2025-08-26T22:50:38.6766167Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0046s] [ 9%] 2025-08-26T22:50:38.6766469Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0045s] [ 9%] 2025-08-26T22:50:38.6766771Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0119s] [ 9%] 2025-08-26T22:50:38.6767072Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0092s] [ 9%] 2025-08-26T22:50:38.6767374Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0115s] [ 9%] 2025-08-26T22:50:38.6767678Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 9%] 2025-08-26T22:50:38.6767981Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0119s] [ 9%] 2025-08-26T22:50:38.6768279Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0083s] [ 9%] 2025-08-26T22:50:38.6768594Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0043s] [ 9%] 2025-08-26T22:50:38.6768897Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0043s] [ 9%] 2025-08-26T22:50:38.6769213Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0111s] [ 9%] 2025-08-26T22:50:38.6769523Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0083s] [ 9%] 2025-08-26T22:50:38.6769891Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0108s] [ 9%] 2025-08-26T22:50:38.6771251Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0044s] [ 9%] 2025-08-26T22:50:38.6771551Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0111s] [ 9%] 2025-08-26T22:50:38.6771853Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0083s] [ 9%] 2025-08-26T22:50:38.6772157Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0043s] [ 9%] 2025-08-26T22:50:38.6772460Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0042s] [ 9%] 2025-08-26T22:50:38.6772758Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0110s] [ 9%] 2025-08-26T22:50:38.6773055Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0083s] [ 9%] 2025-08-26T22:50:38.6773358Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0120s] [ 9%] 2025-08-26T22:50:38.6773658Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 9%] 2025-08-26T22:50:38.6773988Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0127s] [ 9%] 2025-08-26T22:50:38.6774305Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0095s] [ 9%] 2025-08-26T22:50:38.6774612Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0048s] [ 9%] 2025-08-26T22:50:38.6774935Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0048s] [ 9%] 2025-08-26T22:50:38.6775249Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0126s] [ 9%] 2025-08-26T22:50:38.6775550Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0094s] [ 9%] 2025-08-26T22:50:38.6775850Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0113s] [ 9%] 2025-08-26T22:50:38.6776149Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0049s] [ 9%] 2025-08-26T22:50:38.6776448Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0126s] [ 9%] 2025-08-26T22:50:38.6776748Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0106s] [ 9%] 2025-08-26T22:50:38.6777049Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0048s] [ 9%] 2025-08-26T22:50:38.6777348Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0048s] [ 9%] 2025-08-26T22:50:38.6778704Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0126s] [ 9%] 2025-08-26T22:50:38.6779022Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0095s] [ 9%] 2025-08-26T22:50:38.6779326Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0048s] [ 9%] 2025-08-26T22:50:38.6779640Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0048s] [ 9%] 2025-08-26T22:50:38.6779995Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0126s] [ 9%] 2025-08-26T22:50:38.6780318Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0095s] [ 9%] 2025-08-26T22:50:38.6780633Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0048s] [ 9%] 2025-08-26T22:50:38.6780937Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0049s] [ 9%] 2025-08-26T22:50:38.6781239Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0125s] [ 9%] 2025-08-26T22:50:38.6781539Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0095s] [ 9%] 2025-08-26T22:50:38.6781838Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0048s] [ 9%] 2025-08-26T22:50:38.6782135Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0048s] [ 9%] 2025-08-26T22:50:38.6782436Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0125s] [ 9%] 2025-08-26T22:50:38.6782734Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0096s] [ 9%] 2025-08-26T22:50:38.6783035Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0049s] [ 9%] 2025-08-26T22:50:38.6783357Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0048s] [ 9%] 2025-08-26T22:50:38.6783655Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0126s] [ 9%] 2025-08-26T22:50:38.6783969Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0093s] [ 9%] 2025-08-26T22:50:38.6784285Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0038s] [ 9%] 2025-08-26T22:50:38.6784601Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 9%] 2025-08-26T22:50:38.6785977Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 9%] 2025-08-26T22:50:38.6786276Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0041s] [ 9%] 2025-08-26T22:50:38.6786579Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 9%] 2025-08-26T22:50:38.6786880Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 9%] 2025-08-26T22:50:38.6787228Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0049s] [ 9%] 2025-08-26T22:50:38.6787531Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0041s] [ 9%] 2025-08-26T22:50:38.6787842Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 9%] 2025-08-26T22:50:38.6788144Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 9%] 2025-08-26T22:50:38.6788443Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0047s] [ 9%] 2025-08-26T22:50:38.6788755Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0041s] [ 9%] 2025-08-26T22:50:38.6789054Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 9%] 2025-08-26T22:50:38.6789364Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 9%] 2025-08-26T22:50:38.6789737Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0048s] [ 9%] 2025-08-26T22:50:38.6790056Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0040s] [ 9%] 2025-08-26T22:50:38.6790366Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0045s] [ 9%] 2025-08-26T22:50:38.6790665Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 9%] 2025-08-26T22:50:38.6790966Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0066s] [ 9%] 2025-08-26T22:50:38.6791265Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0056s] [ 9%] 2025-08-26T22:50:38.6791568Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 9%] 2025-08-26T22:50:38.6791869Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 9%] 2025-08-26T22:50:38.6793236Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0066s] [ 9%] 2025-08-26T22:50:38.6793542Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0055s] [ 9%] 2025-08-26T22:50:38.6793840Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0042s] [ 9%] 2025-08-26T22:50:38.6794165Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 9%] 2025-08-26T22:50:38.6794475Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0065s] [ 9%] 2025-08-26T22:50:38.6794770Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0054s] [ 9%] 2025-08-26T22:50:38.6795086Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 9%] 2025-08-26T22:50:38.6795396Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 9%] 2025-08-26T22:50:38.6795694Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0066s] [ 9%] 2025-08-26T22:50:38.6795990Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0055s] [ 9%] 2025-08-26T22:50:38.6796292Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 10%] 2025-08-26T22:50:38.6796592Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 10%] 2025-08-26T22:50:38.6796891Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0068s] [ 10%] 2025-08-26T22:50:38.6797191Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0055s] [ 10%] 2025-08-26T22:50:38.6797492Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 10%] 2025-08-26T22:50:38.6797796Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 10%] 2025-08-26T22:50:38.6798111Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0067s] [ 10%] 2025-08-26T22:50:38.6798411Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0056s] [ 10%] 2025-08-26T22:50:38.6798720Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 10%] 2025-08-26T22:50:38.6799018Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 10%] 2025-08-26T22:50:38.6800444Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0066s] [ 10%] 2025-08-26T22:50:38.6800771Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0055s] [ 10%] 2025-08-26T22:50:38.6801071Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 10%] 2025-08-26T22:50:38.6801378Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 10%] 2025-08-26T22:50:38.6801675Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0065s] [ 10%] 2025-08-26T22:50:38.6801973Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0054s] [ 10%] 2025-08-26T22:50:38.6802270Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0099s] [ 10%] 2025-08-26T22:50:38.6802570Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 10%] 2025-08-26T22:50:38.6802867Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0053s] [ 10%] 2025-08-26T22:50:38.6803163Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0043s] [ 10%] 2025-08-26T22:50:38.6803493Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 10%] 2025-08-26T22:50:38.6803794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 10%] 2025-08-26T22:50:38.6804111Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0051s] [ 10%] 2025-08-26T22:50:38.6804423Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0043s] [ 10%] 2025-08-26T22:50:38.6804732Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0090s] [ 10%] 2025-08-26T22:50:38.6805027Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 10%] 2025-08-26T22:50:38.6805320Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0051s] [ 10%] 2025-08-26T22:50:38.6805614Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0043s] [ 10%] 2025-08-26T22:50:38.6805914Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 10%] 2025-08-26T22:50:38.6806211Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 10%] 2025-08-26T22:50:38.6806506Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0051s] [ 10%] 2025-08-26T22:50:38.6807864Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0042s] [ 10%] 2025-08-26T22:50:38.6808165Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0107s] [ 10%] 2025-08-26T22:50:38.6808463Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 10%] 2025-08-26T22:50:38.6808780Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0069s] [ 10%] 2025-08-26T22:50:38.6809079Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0057s] [ 10%] 2025-08-26T22:50:38.6809394Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 10%] 2025-08-26T22:50:38.6809772Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 10%] 2025-08-26T22:50:38.6810087Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0068s] [ 10%] 2025-08-26T22:50:38.6810385Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0057s] [ 10%] 2025-08-26T22:50:38.6810683Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0099s] [ 10%] 2025-08-26T22:50:38.6810980Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 10%] 2025-08-26T22:50:38.6811276Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0068s] [ 10%] 2025-08-26T22:50:38.6811573Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0057s] [ 10%] 2025-08-26T22:50:38.6811871Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 10%] 2025-08-26T22:50:38.6812169Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 10%] 2025-08-26T22:50:38.6812466Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0067s] [ 10%] 2025-08-26T22:50:38.6812761Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0057s] [ 10%] 2025-08-26T22:50:38.6813076Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 10%] 2025-08-26T22:50:38.6813393Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 10%] 2025-08-26T22:50:38.6813693Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0069s] [ 10%] 2025-08-26T22:50:38.6815070Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0058s] [ 10%] 2025-08-26T22:50:38.6815386Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 10%] 2025-08-26T22:50:38.6815690Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 10%] 2025-08-26T22:50:38.6815988Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0069s] [ 10%] 2025-08-26T22:50:38.6816289Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0058s] [ 10%] 2025-08-26T22:50:38.6816584Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 10%] 2025-08-26T22:50:38.6816884Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 10%] 2025-08-26T22:50:38.6817180Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0067s] [ 10%] 2025-08-26T22:50:38.6817474Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0056s] [ 10%] 2025-08-26T22:50:38.6817773Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 10%] 2025-08-26T22:50:38.6818085Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 10%] 2025-08-26T22:50:38.6818382Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0067s] [ 10%] 2025-08-26T22:50:38.6818689Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0056s] [ 10%] 2025-08-26T22:50:38.6818992Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0038s] [ 10%] 2025-08-26T22:50:38.6819315Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 10%] 2025-08-26T22:50:38.6819625Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 10%] 2025-08-26T22:50:38.6819975Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 10%] 2025-08-26T22:50:38.6820277Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 10%] 2025-08-26T22:50:38.6820579Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 10%] 2025-08-26T22:50:38.6820877Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 10%] 2025-08-26T22:50:38.6822254Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 10%] 2025-08-26T22:50:38.6822555Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0042s] [ 10%] 2025-08-26T22:50:38.6822854Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 10%] 2025-08-26T22:50:38.6823148Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 10%] 2025-08-26T22:50:38.6823468Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 10%] 2025-08-26T22:50:38.6823766Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 10%] 2025-08-26T22:50:38.6824079Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 10%] 2025-08-26T22:50:38.6824373Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 10%] 2025-08-26T22:50:38.6824692Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 10%] 2025-08-26T22:50:38.6825007Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 10%] 2025-08-26T22:50:38.6825309Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 10%] 2025-08-26T22:50:38.6825607Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 10%] 2025-08-26T22:50:38.6825906Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 10%] 2025-08-26T22:50:38.6826210Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 10%] 2025-08-26T22:50:38.6826510Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 10%] 2025-08-26T22:50:38.6826814Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 10%] 2025-08-26T22:50:38.6827153Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 10%] 2025-08-26T22:50:38.6827449Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 10%] 2025-08-26T22:50:38.6827758Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 10%] 2025-08-26T22:50:38.6828054Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 10%] 2025-08-26T22:50:38.6829429Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0037s] [ 10%] 2025-08-26T22:50:38.6829805Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 10%] 2025-08-26T22:50:38.6830122Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 10%] 2025-08-26T22:50:38.6830419Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 10%] 2025-08-26T22:50:38.6830718Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0037s] [ 10%] 2025-08-26T22:50:38.6831025Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 10%] 2025-08-26T22:50:38.6831327Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 10%] 2025-08-26T22:50:38.6831625Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 10%] 2025-08-26T22:50:38.6831924Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 10%] 2025-08-26T22:50:38.6832227Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 10%] 2025-08-26T22:50:38.6832531Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 10%] 2025-08-26T22:50:38.6832831Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 10%] 2025-08-26T22:50:38.6833148Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 10%] 2025-08-26T22:50:38.6833462Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 10%] 2025-08-26T22:50:38.6833758Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 10%] 2025-08-26T22:50:38.6834065Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 10%] 2025-08-26T22:50:38.6834371Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0037s] [ 10%] 2025-08-26T22:50:38.6834671Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 10%] 2025-08-26T22:50:38.6834969Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 10%] 2025-08-26T22:50:38.6835266Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 10%] 2025-08-26T22:50:38.6835561Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0037s] [ 10%] 2025-08-26T22:50:38.6837010Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 10%] 2025-08-26T22:50:38.6837389Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 10%] 2025-08-26T22:50:38.6837763Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 10%] 2025-08-26T22:50:38.6838140Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 10%] 2025-08-26T22:50:38.6838535Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6838929Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6839314Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6839776Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6840150Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6840523Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6840896Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6841269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6841644Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6842019Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6842393Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6842794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6843171Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6843564Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6843952Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6844342Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0014s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6845804Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6846181Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6846559Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6846935Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6847308Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6847680Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6848069Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6848440Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6848829Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6849220Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6849602Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6850077Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6850454Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6850835Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6851212Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6851585Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6851962Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6852338Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6852733Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6854210Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6854610Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6855001Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6855374Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6855749Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6856131Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6856508Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6856885Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6857259Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6857562Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0053s] [ 11%] 2025-08-26T22:50:38.6857885Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 11%] 2025-08-26T22:50:38.6858183Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 11%] 2025-08-26T22:50:38.6858494Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 11%] 2025-08-26T22:50:38.6858795Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 11%] 2025-08-26T22:50:38.6859112Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 11%] 2025-08-26T22:50:38.6859423Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 11%] 2025-08-26T22:50:38.6859873Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 11%] 2025-08-26T22:50:38.6860172Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 11%] 2025-08-26T22:50:38.6860470Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 11%] 2025-08-26T22:50:38.6860766Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 11%] 2025-08-26T22:50:38.6862132Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 11%] 2025-08-26T22:50:38.6862437Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 11%] 2025-08-26T22:50:38.6862735Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 11%] 2025-08-26T22:50:38.6863030Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 11%] 2025-08-26T22:50:38.6863354Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 11%] 2025-08-26T22:50:38.6863654Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 11%] 2025-08-26T22:50:38.6863973Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 11%] 2025-08-26T22:50:38.6864290Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 11%] 2025-08-26T22:50:38.6864606Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 11%] 2025-08-26T22:50:38.6864909Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 11%] 2025-08-26T22:50:38.6865210Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 11%] 2025-08-26T22:50:38.6865511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 11%] 2025-08-26T22:50:38.6865810Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 11%] 2025-08-26T22:50:38.6866109Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 11%] 2025-08-26T22:50:38.6866408Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 11%] 2025-08-26T22:50:38.6866706Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 11%] 2025-08-26T22:50:38.6867043Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 11%] 2025-08-26T22:50:38.6867342Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 11%] 2025-08-26T22:50:38.6867660Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 11%] 2025-08-26T22:50:38.6867958Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 11%] 2025-08-26T22:50:38.6868266Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 11%] 2025-08-26T22:50:38.6869643Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 11%] 2025-08-26T22:50:38.6870043Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 11%] 2025-08-26T22:50:38.6870347Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 11%] 2025-08-26T22:50:38.6870648Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 11%] 2025-08-26T22:50:38.6870953Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 11%] 2025-08-26T22:50:38.6871260Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 11%] 2025-08-26T22:50:38.6871561Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 11%] 2025-08-26T22:50:38.6871866Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 11%] 2025-08-26T22:50:38.6872166Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 11%] 2025-08-26T22:50:38.6872472Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 11%] 2025-08-26T22:50:38.6872772Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 11%] 2025-08-26T22:50:38.6873094Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 11%] 2025-08-26T22:50:38.6873408Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 11%] 2025-08-26T22:50:38.6873706Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 11%] 2025-08-26T22:50:38.6874026Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 11%] 2025-08-26T22:50:38.6874343Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 11%] 2025-08-26T22:50:38.6874723Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6875107Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6875481Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6875855Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6877309Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6877687Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6878064Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6878458Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6878846Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6879233Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6879624Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6880067Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0007s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6880440Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6880813Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6881185Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6881555Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6881934Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6882309Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6882708Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6883084Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6883481Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6883876Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6884265Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6884641Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 11%] 2025-08-26T22:50:38.6886098Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6886475Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6886847Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6887219Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6887593Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6887986Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6888358Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6888744Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6889150Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6889540Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6889995Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6890618Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6891015Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6891477Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6891875Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6892255Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6898347Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6898882Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6899280Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6899753Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6900162Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6900542Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6900914Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6901288Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6901599Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0041s] [ 12%] 2025-08-26T22:50:38.6901906Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 12%] 2025-08-26T22:50:38.6902213Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 12%] 2025-08-26T22:50:38.6902513Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 12%] 2025-08-26T22:50:38.6902813Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 12%] 2025-08-26T22:50:38.6903154Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 12%] 2025-08-26T22:50:38.6903457Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 12%] 2025-08-26T22:50:38.6903774Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 12%] 2025-08-26T22:50:38.6904089Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 12%] 2025-08-26T22:50:38.6904406Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 12%] 2025-08-26T22:50:38.6907308Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 12%] 2025-08-26T22:50:38.6907618Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 12%] 2025-08-26T22:50:38.6907920Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 12%] 2025-08-26T22:50:38.6908214Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 12%] 2025-08-26T22:50:38.6908510Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 12%] 2025-08-26T22:50:38.6908807Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 12%] 2025-08-26T22:50:38.6909108Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0044s] [ 12%] 2025-08-26T22:50:38.6909407Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 12%] 2025-08-26T22:50:38.6909761Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 12%] 2025-08-26T22:50:38.6910100Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 12%] 2025-08-26T22:50:38.6910398Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 12%] 2025-08-26T22:50:38.6910715Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 12%] 2025-08-26T22:50:38.6911030Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 12%] 2025-08-26T22:50:38.6911342Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 12%] 2025-08-26T22:50:38.6911637Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 12%] 2025-08-26T22:50:38.6911931Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 12%] 2025-08-26T22:50:38.6912228Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 12%] 2025-08-26T22:50:38.6912521Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 12%] 2025-08-26T22:50:38.6912818Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 12%] 2025-08-26T22:50:38.6913117Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 12%] 2025-08-26T22:50:38.6913409Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 12%] 2025-08-26T22:50:38.6913703Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 12%] 2025-08-26T22:50:38.6914000Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 12%] 2025-08-26T22:50:38.6914317Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 12%] 2025-08-26T22:50:38.6914623Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 12%] 2025-08-26T22:50:38.6914919Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 12%] 2025-08-26T22:50:38.6915244Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 12%] 2025-08-26T22:50:38.6915558Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 12%] 2025-08-26T22:50:38.6915895Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 12%] 2025-08-26T22:50:38.6916193Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 12%] 2025-08-26T22:50:38.6916489Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 12%] 2025-08-26T22:50:38.6918529Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 12%] 2025-08-26T22:50:38.6918836Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 12%] 2025-08-26T22:50:38.6919135Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 12%] 2025-08-26T22:50:38.6919436Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 12%] 2025-08-26T22:50:38.6919792Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 12%] 2025-08-26T22:50:38.6920087Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 12%] 2025-08-26T22:50:38.6920414Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 12%] 2025-08-26T22:50:38.6920810Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6921184Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6921573Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6921962Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6922336Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6922710Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6923084Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6923456Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6923832Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6924203Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6924589Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6924958Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6925341Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6927144Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6927541Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6927946Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6928321Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6928697Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6929067Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6929438Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6929886Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6930262Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6930660Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6931051Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6931439Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6931822Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6932192Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6932562Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6932935Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6933305Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6933674Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6934044Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6934417Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6936156Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6936538Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6936932Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6937320Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6937708Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6938083Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6938457Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6938858Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6939229Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6939603Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6940034Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 12%] 2025-08-26T22:50:38.6940441Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6940814Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6941198Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6941582Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6941904Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 13%] 2025-08-26T22:50:38.6942209Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 13%] 2025-08-26T22:50:38.6942511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0053s] [ 13%] 2025-08-26T22:50:38.6942821Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0053s] [ 13%] 2025-08-26T22:50:38.6943126Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 13%] 2025-08-26T22:50:38.6944728Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 13%] 2025-08-26T22:50:38.6945040Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0052s] [ 13%] 2025-08-26T22:50:38.6945341Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0053s] [ 13%] 2025-08-26T22:50:38.6945641Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0044s] [ 13%] 2025-08-26T22:50:38.6945961Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 13%] 2025-08-26T22:50:38.6946261Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0052s] [ 13%] 2025-08-26T22:50:38.6946577Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0053s] [ 13%] 2025-08-26T22:50:38.6946875Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 13%] 2025-08-26T22:50:38.6947243Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 13%] 2025-08-26T22:50:38.6947554Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0051s] [ 13%] 2025-08-26T22:50:38.6947853Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0053s] [ 13%] 2025-08-26T22:50:38.6948157Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 13%] 2025-08-26T22:50:38.6948460Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 13%] 2025-08-26T22:50:38.6948762Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0056s] [ 13%] 2025-08-26T22:50:38.6949063Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0054s] [ 13%] 2025-08-26T22:50:38.6949369Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 13%] 2025-08-26T22:50:38.6949673Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 13%] 2025-08-26T22:50:38.6950032Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0056s] [ 13%] 2025-08-26T22:50:38.6950352Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0054s] [ 13%] 2025-08-26T22:50:38.6950651Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 13%] 2025-08-26T22:50:38.6952234Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 13%] 2025-08-26T22:50:38.6952561Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0056s] [ 13%] 2025-08-26T22:50:38.6952875Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0054s] [ 13%] 2025-08-26T22:50:38.6953176Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 13%] 2025-08-26T22:50:38.6953475Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 13%] 2025-08-26T22:50:38.6953775Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0056s] [ 13%] 2025-08-26T22:50:38.6954074Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0054s] [ 13%] 2025-08-26T22:50:38.6954379Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 13%] 2025-08-26T22:50:38.6954682Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 13%] 2025-08-26T22:50:38.6954982Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0056s] [ 13%] 2025-08-26T22:50:38.6955283Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0054s] [ 13%] 2025-08-26T22:50:38.6955586Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 13%] 2025-08-26T22:50:38.6955918Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 13%] 2025-08-26T22:50:38.6956230Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0056s] [ 13%] 2025-08-26T22:50:38.6956534Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0054s] [ 13%] 2025-08-26T22:50:38.6956845Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 13%] 2025-08-26T22:50:38.6957159Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 13%] 2025-08-26T22:50:38.6957458Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0056s] [ 13%] 2025-08-26T22:50:38.6957755Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0054s] [ 13%] 2025-08-26T22:50:38.6958056Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 13%] 2025-08-26T22:50:38.6958356Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 13%] 2025-08-26T22:50:38.6959968Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0056s] [ 13%] 2025-08-26T22:50:38.6960272Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0053s] [ 13%] 2025-08-26T22:50:38.6960656Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6961038Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6961445Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6961841Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6962223Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6962617Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6963009Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6963386Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6963762Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6964139Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6964513Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6964886Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6965259Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6965648Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6966022Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6966411Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6966803Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6967192Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6968840Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6969220Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6969600Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6970051Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6970437Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6970820Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6971234Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6971609Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6971997Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6972387Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6972788Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6973165Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6973540Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6973914Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6974293Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6974670Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6975050Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6975424Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6975821Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6977492Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6977895Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6978297Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6978672Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6979046Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6979418Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6979865Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6980242Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6980617Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6980993Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6981392Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 13%] 2025-08-26T22:50:38.6981716Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0042s] [ 13%] 2025-08-26T22:50:38.6982018Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 13%] 2025-08-26T22:50:38.6982339Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0054s] [ 13%] 2025-08-26T22:50:38.6982654Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0049s] [ 13%] 2025-08-26T22:50:38.6982959Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 13%] 2025-08-26T22:50:38.6983298Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 13%] 2025-08-26T22:50:38.6983602Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0053s] [ 13%] 2025-08-26T22:50:38.6983901Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0049s] [ 13%] 2025-08-26T22:50:38.6984200Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 13%] 2025-08-26T22:50:38.6985759Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 13%] 2025-08-26T22:50:38.6986065Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0053s] [ 13%] 2025-08-26T22:50:38.6986363Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0049s] [ 13%] 2025-08-26T22:50:38.6986721Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 13%] 2025-08-26T22:50:38.6987087Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 13%] 2025-08-26T22:50:38.6987397Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0052s] [ 13%] 2025-08-26T22:50:38.6987695Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0048s] [ 13%] 2025-08-26T22:50:38.6988011Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 14%] 2025-08-26T22:50:38.6988323Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 14%] 2025-08-26T22:50:38.6988624Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0058s] [ 14%] 2025-08-26T22:50:38.6988927Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0053s] [ 14%] 2025-08-26T22:50:38.6989233Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 14%] 2025-08-26T22:50:38.6989537Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 14%] 2025-08-26T22:50:38.6989923Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0058s] [ 14%] 2025-08-26T22:50:38.6990228Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0053s] [ 14%] 2025-08-26T22:50:38.6990528Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 14%] 2025-08-26T22:50:38.6990827Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 14%] 2025-08-26T22:50:38.6991146Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0058s] [ 14%] 2025-08-26T22:50:38.6991446Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0054s] [ 14%] 2025-08-26T22:50:38.6991762Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 14%] 2025-08-26T22:50:38.6992084Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 14%] 2025-08-26T22:50:38.6993687Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0059s] [ 14%] 2025-08-26T22:50:38.6993989Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0052s] [ 14%] 2025-08-26T22:50:38.6994292Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 14%] 2025-08-26T22:50:38.6994595Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 14%] 2025-08-26T22:50:38.6994898Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0059s] [ 14%] 2025-08-26T22:50:38.6995198Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0053s] [ 14%] 2025-08-26T22:50:38.6995502Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 14%] 2025-08-26T22:50:38.6995807Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 14%] 2025-08-26T22:50:38.6996111Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0059s] [ 14%] 2025-08-26T22:50:38.6996411Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0053s] [ 14%] 2025-08-26T22:50:38.6996746Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 14%] 2025-08-26T22:50:38.6997048Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 14%] 2025-08-26T22:50:38.6997359Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0060s] [ 14%] 2025-08-26T22:50:38.6997671Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0052s] [ 14%] 2025-08-26T22:50:38.6997984Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 14%] 2025-08-26T22:50:38.6998286Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 14%] 2025-08-26T22:50:38.6998583Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0059s] [ 14%] 2025-08-26T22:50:38.6998884Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0053s] [ 14%] 2025-08-26T22:50:38.6999269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.6999650Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7001341Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7001725Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7002131Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7002509Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7002907Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7003297Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7003688Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7004097Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7004471Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7004843Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7005225Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7005600Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7005976Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7006349Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7006743Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7007131Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7007519Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7007906Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7008285Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7008665Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7010347Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7010732Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7011110Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7011487Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7011858Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7012258Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7012633Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7013031Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7013424Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7013812Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7014190Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7014568Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7014942Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7015319Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7015699Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7016079Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7016470Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7016846Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7017234Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7017626Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7019170Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7019544Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7019977Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7020353Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7020728Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7021105Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 14%] 2025-08-26T22:50:38.7021408Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 14%] 2025-08-26T22:50:38.7021708Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 14%] 2025-08-26T22:50:38.7022027Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 14%] 2025-08-26T22:50:38.7022324Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 14%] 2025-08-26T22:50:38.7022641Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 14%] 2025-08-26T22:50:38.7022961Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 14%] 2025-08-26T22:50:38.7023279Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 14%] 2025-08-26T22:50:38.7023580Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 14%] 2025-08-26T22:50:38.7023876Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 14%] 2025-08-26T22:50:38.7024174Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 14%] 2025-08-26T22:50:38.7024468Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 14%] 2025-08-26T22:50:38.7024763Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 14%] 2025-08-26T22:50:38.7025071Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 14%] 2025-08-26T22:50:38.7027112Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 14%] 2025-08-26T22:50:38.7027428Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 14%] 2025-08-26T22:50:38.7027725Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 14%] 2025-08-26T22:50:38.7028051Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 14%] 2025-08-26T22:50:38.7028366Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 14%] 2025-08-26T22:50:38.7028665Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 14%] 2025-08-26T22:50:38.7028979Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0042s] [ 14%] 2025-08-26T22:50:38.7029294Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 14%] 2025-08-26T22:50:38.7029599Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 14%] 2025-08-26T22:50:38.7029959Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0039s] [ 14%] 2025-08-26T22:50:38.7030260Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0041s] [ 14%] 2025-08-26T22:50:38.7030557Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 14%] 2025-08-26T22:50:38.7030853Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 14%] 2025-08-26T22:50:38.7031149Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0039s] [ 14%] 2025-08-26T22:50:38.7031444Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0041s] [ 14%] 2025-08-26T22:50:38.7031778Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 14%] 2025-08-26T22:50:38.7032109Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 14%] 2025-08-26T22:50:38.7032411Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0039s] [ 14%] 2025-08-26T22:50:38.7032728Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0041s] [ 14%] 2025-08-26T22:50:38.7033026Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 14%] 2025-08-26T22:50:38.7034854Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 14%] 2025-08-26T22:50:38.7035171Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 14%] 2025-08-26T22:50:38.7035468Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0042s] [ 14%] 2025-08-26T22:50:38.7035774Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 15%] 2025-08-26T22:50:38.7036074Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 15%] 2025-08-26T22:50:38.7036374Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 15%] 2025-08-26T22:50:38.7036672Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0042s] [ 15%] 2025-08-26T22:50:38.7036970Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 15%] 2025-08-26T22:50:38.7037269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 15%] 2025-08-26T22:50:38.7037564Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0040s] [ 15%] 2025-08-26T22:50:38.7037876Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0042s] [ 15%] 2025-08-26T22:50:38.7038207Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 15%] 2025-08-26T22:50:38.7038522Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 15%] 2025-08-26T22:50:38.7038818Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0040s] [ 15%] 2025-08-26T22:50:38.7039127Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0041s] [ 15%] 2025-08-26T22:50:38.7039519Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7039958Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7040337Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7040713Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7041091Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7042727Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7043109Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7043511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7043885Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7044273Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7044659Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7045046Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7045419Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7045794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7046164Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7046537Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7046913Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7047289Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7047661Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7048051Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7048440Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7048835Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7049230Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7049605Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7050049Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7051590Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7051966Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7052337Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7052711Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7053083Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7053480Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7053855Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7054249Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7054647Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7055037Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7055409Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7055787Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7056170Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7056544Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7056917Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7057289Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7057679Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7058049Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7058439Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7058826Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7060495Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7060870Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7061241Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7061582Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0053s] [ 15%] 2025-08-26T22:50:38.7061886Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 15%] 2025-08-26T22:50:38.7062185Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 15%] 2025-08-26T22:50:38.7062483Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 15%] 2025-08-26T22:50:38.7062787Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 15%] 2025-08-26T22:50:38.7063089Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 15%] 2025-08-26T22:50:38.7063406Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 15%] 2025-08-26T22:50:38.7063721Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 15%] 2025-08-26T22:50:38.7064017Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0038s] [ 15%] 2025-08-26T22:50:38.7064331Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 15%] 2025-08-26T22:50:38.7064637Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 15%] 2025-08-26T22:50:38.7064929Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 15%] 2025-08-26T22:50:38.7065226Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 15%] 2025-08-26T22:50:38.7065523Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 15%] 2025-08-26T22:50:38.7065818Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 15%] 2025-08-26T22:50:38.7066113Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 15%] 2025-08-26T22:50:38.7066416Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0039s] [ 15%] 2025-08-26T22:50:38.7067990Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 15%] 2025-08-26T22:50:38.7068298Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 15%] 2025-08-26T22:50:38.7068595Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 15%] 2025-08-26T22:50:38.7068915Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 15%] 2025-08-26T22:50:38.7069230Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 15%] 2025-08-26T22:50:38.7069529Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 15%] 2025-08-26T22:50:38.7069969Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 15%] 2025-08-26T22:50:38.7070280Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0039s] [ 15%] 2025-08-26T22:50:38.7070575Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 15%] 2025-08-26T22:50:38.7070872Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 15%] 2025-08-26T22:50:38.7071165Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 15%] 2025-08-26T22:50:38.7071465Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 15%] 2025-08-26T22:50:38.7071762Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 15%] 2025-08-26T22:50:38.7072059Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 15%] 2025-08-26T22:50:38.7072353Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 15%] 2025-08-26T22:50:38.7072651Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 15%] 2025-08-26T22:50:38.7072967Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 15%] 2025-08-26T22:50:38.7073265Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 15%] 2025-08-26T22:50:38.7073576Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 15%] 2025-08-26T22:50:38.7075080Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 15%] 2025-08-26T22:50:38.7075423Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 15%] 2025-08-26T22:50:38.7075743Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 15%] 2025-08-26T22:50:38.7076040Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 15%] 2025-08-26T22:50:38.7076336Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 15%] 2025-08-26T22:50:38.7076631Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 15%] 2025-08-26T22:50:38.7076925Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 15%] 2025-08-26T22:50:38.7077219Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 15%] 2025-08-26T22:50:38.7077516Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 15%] 2025-08-26T22:50:38.7077817Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 15%] 2025-08-26T22:50:38.7078112Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 15%] 2025-08-26T22:50:38.7078417Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 15%] 2025-08-26T22:50:38.7078794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7079184Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7079567Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7080006Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7080380Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7080757Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7081129Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7081501Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 15%] 2025-08-26T22:50:38.7083003Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7083383Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7083752Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7084150Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7084537Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7084923Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7085306Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7085677Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7086053Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7086426Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7086800Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7087173Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7087548Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7087927Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7088319Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7088747Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7089114Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7089498Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7089942Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7090315Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7091863Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7092241Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7092610Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7092980Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7093354Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7093764Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7094136Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7094524Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7094916Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7095304Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7095677Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7096052Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7096422Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7096793Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7097161Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7097530Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7097901Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7098288Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7098673Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7099053Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7100631Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0044s] [ 16%] 2025-08-26T22:50:38.7100938Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 16%] 2025-08-26T22:50:38.7101236Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 16%] 2025-08-26T22:50:38.7101533Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 16%] 2025-08-26T22:50:38.7101833Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 16%] 2025-08-26T22:50:38.7102134Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 16%] 2025-08-26T22:50:38.7102433Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 16%] 2025-08-26T22:50:38.7102731Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 16%] 2025-08-26T22:50:38.7103027Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0037s] [ 16%] 2025-08-26T22:50:38.7103324Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 16%] 2025-08-26T22:50:38.7103645Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 16%] 2025-08-26T22:50:38.7103957Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 16%] 2025-08-26T22:50:38.7104286Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 16%] 2025-08-26T22:50:38.7104601Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 16%] 2025-08-26T22:50:38.7104909Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 16%] 2025-08-26T22:50:38.7105202Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 16%] 2025-08-26T22:50:38.7105499Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0041s] [ 16%] 2025-08-26T22:50:38.7105797Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 16%] 2025-08-26T22:50:38.7106094Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 16%] 2025-08-26T22:50:38.7106391Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 16%] 2025-08-26T22:50:38.7107891Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 16%] 2025-08-26T22:50:38.7108233Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 16%] 2025-08-26T22:50:38.7108531Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 16%] 2025-08-26T22:50:38.7108828Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 16%] 2025-08-26T22:50:38.7109155Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0050s] [ 16%] 2025-08-26T22:50:38.7109468Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 16%] 2025-08-26T22:50:38.7109811Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 16%] 2025-08-26T22:50:38.7110124Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 16%] 2025-08-26T22:50:38.7110436Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 16%] 2025-08-26T22:50:38.7110734Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 16%] 2025-08-26T22:50:38.7111026Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 16%] 2025-08-26T22:50:38.7111321Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 16%] 2025-08-26T22:50:38.7111620Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 16%] 2025-08-26T22:50:38.7111919Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 16%] 2025-08-26T22:50:38.7112216Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 16%] 2025-08-26T22:50:38.7112513Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 16%] 2025-08-26T22:50:38.7112815Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 16%] 2025-08-26T22:50:38.7113136Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 16%] 2025-08-26T22:50:38.7113434Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 16%] 2025-08-26T22:50:38.7113754Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 16%] 2025-08-26T22:50:38.7114049Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 16%] 2025-08-26T22:50:38.7115437Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 16%] 2025-08-26T22:50:38.7115748Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 16%] 2025-08-26T22:50:38.7116042Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 16%] 2025-08-26T22:50:38.7116340Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 16%] 2025-08-26T22:50:38.7116636Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 16%] 2025-08-26T22:50:38.7116930Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 16%] 2025-08-26T22:50:38.7117223Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 16%] 2025-08-26T22:50:38.7117604Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7117979Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7118351Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7118736Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7119123Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7119511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7119950Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7120322Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7120692Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7121064Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7121434Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7121804Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7122177Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7123598Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7123995Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7124366Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7124757Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7125147Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7125544Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7125914Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7126290Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7126665Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7127037Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7127410Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7127783Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7128164Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7128533Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 16%] 2025-08-26T22:50:38.7128913Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7129297Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7129740Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7130111Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7130484Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7130857Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7132283Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7132656Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7133027Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7133402Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7133806Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7134195Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7134586Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7134973Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7135347Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7135717Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7136086Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7136457Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7136827Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7137196Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7137566Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7137880Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0046s] [ 17%] 2025-08-26T22:50:38.7138177Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 17%] 2025-08-26T22:50:38.7138487Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 17%] 2025-08-26T22:50:38.7138795Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 17%] 2025-08-26T22:50:38.7139106Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 17%] 2025-08-26T22:50:38.7140507Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 17%] 2025-08-26T22:50:38.7140804Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 17%] 2025-08-26T22:50:38.7141101Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 17%] 2025-08-26T22:50:38.7141395Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 17%] 2025-08-26T22:50:38.7141688Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 17%] 2025-08-26T22:50:38.7141982Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 17%] 2025-08-26T22:50:38.7142275Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 17%] 2025-08-26T22:50:38.7142571Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 17%] 2025-08-26T22:50:38.7142864Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 17%] 2025-08-26T22:50:38.7143187Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 17%] 2025-08-26T22:50:38.7143480Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 17%] 2025-08-26T22:50:38.7143796Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0038s] [ 17%] 2025-08-26T22:50:38.7144113Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 17%] 2025-08-26T22:50:38.7144431Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 17%] 2025-08-26T22:50:38.7144725Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 17%] 2025-08-26T22:50:38.7145025Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 17%] 2025-08-26T22:50:38.7145325Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 17%] 2025-08-26T22:50:38.7145625Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 17%] 2025-08-26T22:50:38.7145921Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 17%] 2025-08-26T22:50:38.7146218Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0038s] [ 17%] 2025-08-26T22:50:38.7147599Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 17%] 2025-08-26T22:50:38.7147893Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 17%] 2025-08-26T22:50:38.7148183Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 17%] 2025-08-26T22:50:38.7148501Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 17%] 2025-08-26T22:50:38.7148801Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 17%] 2025-08-26T22:50:38.7149109Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 17%] 2025-08-26T22:50:38.7149415Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 17%] 2025-08-26T22:50:38.7149772Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 17%] 2025-08-26T22:50:38.7150067Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 17%] 2025-08-26T22:50:38.7150360Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 17%] 2025-08-26T22:50:38.7150654Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 17%] 2025-08-26T22:50:38.7150953Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 17%] 2025-08-26T22:50:38.7151251Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 17%] 2025-08-26T22:50:38.7151548Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 17%] 2025-08-26T22:50:38.7151844Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 17%] 2025-08-26T22:50:38.7152137Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 17%] 2025-08-26T22:50:38.7152432Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 17%] 2025-08-26T22:50:38.7152749Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 17%] 2025-08-26T22:50:38.7153042Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 17%] 2025-08-26T22:50:38.7153356Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 17%] 2025-08-26T22:50:38.7154717Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 17%] 2025-08-26T22:50:38.7155032Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 17%] 2025-08-26T22:50:38.7155326Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 17%] 2025-08-26T22:50:38.7155702Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7156077Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7156450Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7156827Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7157203Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7157578Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7157963Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7158333Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7158716Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7159102Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7159481Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7159901Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7160277Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7160653Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7161029Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7161406Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7161785Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7163211Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7163611Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7164002Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7164392Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7164781Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7165151Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7165524Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7165892Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7166260Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7166629Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7166997Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7167366Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7167745Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7168113Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7168492Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7168878Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7169263Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7169630Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7170048Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7170421Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7171850Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7172225Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7172595Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7172988Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7173355Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7173737Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7174123Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7174509Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7174877Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7175245Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 17%] 2025-08-26T22:50:38.7175612Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7175915Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0042s] [ 18%] 2025-08-26T22:50:38.7176216Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 18%] 2025-08-26T22:50:38.7176516Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 18%] 2025-08-26T22:50:38.7176814Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 18%] 2025-08-26T22:50:38.7177115Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 18%] 2025-08-26T22:50:38.7177429Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 18%] 2025-08-26T22:50:38.7177740Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 18%] 2025-08-26T22:50:38.7178036Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 18%] 2025-08-26T22:50:38.7178346Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 18%] 2025-08-26T22:50:38.7179753Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 18%] 2025-08-26T22:50:38.7180053Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 18%] 2025-08-26T22:50:38.7180345Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 18%] 2025-08-26T22:50:38.7180644Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 18%] 2025-08-26T22:50:38.7180942Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 18%] 2025-08-26T22:50:38.7181236Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 18%] 2025-08-26T22:50:38.7181532Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 18%] 2025-08-26T22:50:38.7181833Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0042s] [ 18%] 2025-08-26T22:50:38.7182137Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 18%] 2025-08-26T22:50:38.7182435Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 18%] 2025-08-26T22:50:38.7182766Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 18%] 2025-08-26T22:50:38.7183085Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 18%] 2025-08-26T22:50:38.7183384Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 18%] 2025-08-26T22:50:38.7183703Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 18%] 2025-08-26T22:50:38.7184019Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 18%] 2025-08-26T22:50:38.7184320Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0037s] [ 18%] 2025-08-26T22:50:38.7184619Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 18%] 2025-08-26T22:50:38.7184913Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 18%] 2025-08-26T22:50:38.7185209Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 18%] 2025-08-26T22:50:38.7185506Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 18%] 2025-08-26T22:50:38.7186855Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 18%] 2025-08-26T22:50:38.7187203Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0045s] [ 18%] 2025-08-26T22:50:38.7187503Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0043s] [ 18%] 2025-08-26T22:50:38.7187822Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 18%] 2025-08-26T22:50:38.7188120Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 18%] 2025-08-26T22:50:38.7188431Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 18%] 2025-08-26T22:50:38.7188728Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 18%] 2025-08-26T22:50:38.7189042Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 18%] 2025-08-26T22:50:38.7189356Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 18%] 2025-08-26T22:50:38.7189655Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 18%] 2025-08-26T22:50:38.7190023Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 18%] 2025-08-26T22:50:38.7190320Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 18%] 2025-08-26T22:50:38.7190618Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 18%] 2025-08-26T22:50:38.7190912Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 18%] 2025-08-26T22:50:38.7191209Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 18%] 2025-08-26T22:50:38.7191511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 18%] 2025-08-26T22:50:38.7191809Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 18%] 2025-08-26T22:50:38.7192131Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 18%] 2025-08-26T22:50:38.7192426Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 18%] 2025-08-26T22:50:38.7192817Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7193207Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7194701Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7195075Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7195453Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7195829Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7196202Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7196577Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7196949Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7197320Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7197706Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7198087Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7198469Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7198860Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7199227Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7199597Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7200033Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7200406Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7200781Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7201151Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7201526Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7202995Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7203375Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7203776Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7204164Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7204551Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7204920Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7205289Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7205665Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7206038Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7206407Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7206777Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7207165Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7207540Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7207930Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7208313Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7208699Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7209073Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7209448Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7209883Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7210257Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7211688Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7212070Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7212440Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7212845Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7213243Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7213629Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7214015Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 18%] 2025-08-26T22:50:38.7214315Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0044s] [ 18%] 2025-08-26T22:50:38.7214620Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 18%] 2025-08-26T22:50:38.7214919Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 18%] 2025-08-26T22:50:38.7215216Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 18%] 2025-08-26T22:50:38.7215516Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 18%] 2025-08-26T22:50:38.7215816Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 18%] 2025-08-26T22:50:38.7216114Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 18%] 2025-08-26T22:50:38.7216414Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 18%] 2025-08-26T22:50:38.7216716Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 18%] 2025-08-26T22:50:38.7217027Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 18%] 2025-08-26T22:50:38.7217336Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 18%] 2025-08-26T22:50:38.7219117Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 18%] 2025-08-26T22:50:38.7219509Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 18%] 2025-08-26T22:50:38.7219933Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 18%] 2025-08-26T22:50:38.7220233Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 18%] 2025-08-26T22:50:38.7220532Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 18%] 2025-08-26T22:50:38.7220833Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 18%] 2025-08-26T22:50:38.7221132Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 18%] 2025-08-26T22:50:38.7221430Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 18%] 2025-08-26T22:50:38.7221730Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 19%] 2025-08-26T22:50:38.7222033Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 19%] 2025-08-26T22:50:38.7222332Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 19%] 2025-08-26T22:50:38.7222657Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 19%] 2025-08-26T22:50:38.7222957Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 19%] 2025-08-26T22:50:38.7223270Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 19%] 2025-08-26T22:50:38.7223570Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 19%] 2025-08-26T22:50:38.7223887Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 19%] 2025-08-26T22:50:38.7224201Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0040s] [ 19%] 2025-08-26T22:50:38.7224498Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 19%] 2025-08-26T22:50:38.7224796Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 19%] 2025-08-26T22:50:38.7225093Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 19%] 2025-08-26T22:50:38.7225388Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 19%] 2025-08-26T22:50:38.7227013Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 19%] 2025-08-26T22:50:38.7227325Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 19%] 2025-08-26T22:50:38.7227629Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 19%] 2025-08-26T22:50:38.7227928Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 19%] 2025-08-26T22:50:38.7228251Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 19%] 2025-08-26T22:50:38.7228552Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 19%] 2025-08-26T22:50:38.7228865Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 19%] 2025-08-26T22:50:38.7229175Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 19%] 2025-08-26T22:50:38.7229485Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 19%] 2025-08-26T22:50:38.7229858Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 19%] 2025-08-26T22:50:38.7230156Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 19%] 2025-08-26T22:50:38.7230453Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 19%] 2025-08-26T22:50:38.7230754Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 19%] 2025-08-26T22:50:38.7231052Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 19%] 2025-08-26T22:50:38.7231349Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 19%] 2025-08-26T22:50:38.7231644Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 19%] 2025-08-26T22:50:38.7232025Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7232454Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7232826Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7233218Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7234890Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7235290Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7235666Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7236038Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7236411Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7236781Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7237151Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7237520Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7237895Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7238280Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7238671Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7239038Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7239425Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7239881Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7240260Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7240637Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7241018Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7241401Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7241779Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7242153Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7243779Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7244161Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7244548Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7244943Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7245331Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7245703Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7246077Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7246449Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7246823Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7247198Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7247572Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7247956Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7248335Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7248721Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7249106Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7249490Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7249921Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7250295Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7250667Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7251035Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7252861Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7253237Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7253606Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7254007Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 19%] 2025-08-26T22:50:38.7254329Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0055s] [ 19%] 2025-08-26T22:50:38.7254627Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 19%] 2025-08-26T22:50:38.7254939Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 19%] 2025-08-26T22:50:38.7255249Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 19%] 2025-08-26T22:50:38.7255547Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 19%] 2025-08-26T22:50:38.7255844Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 19%] 2025-08-26T22:50:38.7256139Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 19%] 2025-08-26T22:50:38.7256437Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 19%] 2025-08-26T22:50:38.7256730Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0040s] [ 19%] 2025-08-26T22:50:38.7257024Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 19%] 2025-08-26T22:50:38.7257316Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 19%] 2025-08-26T22:50:38.7257607Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 19%] 2025-08-26T22:50:38.7257927Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 19%] 2025-08-26T22:50:38.7258223Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 19%] 2025-08-26T22:50:38.7258530Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 19%] 2025-08-26T22:50:38.7258825Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 19%] 2025-08-26T22:50:38.7260403Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 19%] 2025-08-26T22:50:38.7260722Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 19%] 2025-08-26T22:50:38.7261018Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 19%] 2025-08-26T22:50:38.7261314Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 19%] 2025-08-26T22:50:38.7261615Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 19%] 2025-08-26T22:50:38.7261914Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 19%] 2025-08-26T22:50:38.7262215Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 19%] 2025-08-26T22:50:38.7262515Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 19%] 2025-08-26T22:50:38.7262811Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 19%] 2025-08-26T22:50:38.7263109Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 19%] 2025-08-26T22:50:38.7263425Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 19%] 2025-08-26T22:50:38.7263719Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 19%] 2025-08-26T22:50:38.7264030Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 19%] 2025-08-26T22:50:38.7264326Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 19%] 2025-08-26T22:50:38.7264635Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 19%] 2025-08-26T22:50:38.7264941Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 19%] 2025-08-26T22:50:38.7265237Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 19%] 2025-08-26T22:50:38.7265535Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 19%] 2025-08-26T22:50:38.7265832Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 19%] 2025-08-26T22:50:38.7266128Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 19%] 2025-08-26T22:50:38.7267628Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 19%] 2025-08-26T22:50:38.7267936Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 19%] 2025-08-26T22:50:38.7268233Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 19%] 2025-08-26T22:50:38.7268530Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0041s] [ 20%] 2025-08-26T22:50:38.7268849Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 20%] 2025-08-26T22:50:38.7269143Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 20%] 2025-08-26T22:50:38.7269459Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 20%] 2025-08-26T22:50:38.7269831Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 20%] 2025-08-26T22:50:38.7270145Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 20%] 2025-08-26T22:50:38.7270440Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 20%] 2025-08-26T22:50:38.7270734Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 20%] 2025-08-26T22:50:38.7271030Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 20%] 2025-08-26T22:50:38.7271404Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7271780Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7272152Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7272524Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7272932Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7273327Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7273716Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7274086Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7275675Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7276087Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7276454Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7276823Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7277191Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7277561Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7277930Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7278301Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7278695Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7279067Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7279455Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7279904Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7280293Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7280668Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7281042Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7281414Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7281781Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7282151Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7282521Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7282889Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7284450Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7284880Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7285267Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0008s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7285647Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7286020Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7286394Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7286764Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7287133Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7287507Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7287880Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7288252Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7288639Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7289008Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7289389Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7289840Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7290222Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7290595Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7290966Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7291335Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7292875Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 20%] 2025-08-26T22:50:38.7293181Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0055s] [ 20%] 2025-08-26T22:50:38.7293479Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 20%] 2025-08-26T22:50:38.7293772Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 20%] 2025-08-26T22:50:38.7294092Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 20%] 2025-08-26T22:50:38.7294390Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 20%] 2025-08-26T22:50:38.7294701Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 20%] 2025-08-26T22:50:38.7295017Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 20%] 2025-08-26T22:50:38.7295321Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 20%] 2025-08-26T22:50:38.7295616Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0039s] [ 20%] 2025-08-26T22:50:38.7295907Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 20%] 2025-08-26T22:50:38.7296198Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 20%] 2025-08-26T22:50:38.7296491Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 20%] 2025-08-26T22:50:38.7296788Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 20%] 2025-08-26T22:50:38.7297086Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 20%] 2025-08-26T22:50:38.7297377Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 20%] 2025-08-26T22:50:38.7297667Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 20%] 2025-08-26T22:50:38.7297963Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0043s] [ 20%] 2025-08-26T22:50:38.7298272Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 20%] 2025-08-26T22:50:38.7298572Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 20%] 2025-08-26T22:50:38.7298875Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 20%] 2025-08-26T22:50:38.7300451Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 20%] 2025-08-26T22:50:38.7300767Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 20%] 2025-08-26T22:50:38.7301061Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 20%] 2025-08-26T22:50:38.7301355Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 20%] 2025-08-26T22:50:38.7301648Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0040s] [ 20%] 2025-08-26T22:50:38.7301942Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 20%] 2025-08-26T22:50:38.7302233Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 20%] 2025-08-26T22:50:38.7302524Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 20%] 2025-08-26T22:50:38.7302849Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 20%] 2025-08-26T22:50:38.7303143Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 20%] 2025-08-26T22:50:38.7303435Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 20%] 2025-08-26T22:50:38.7303744Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 20%] 2025-08-26T22:50:38.7304041Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 20%] 2025-08-26T22:50:38.7304356Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 20%] 2025-08-26T22:50:38.7304666Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 20%] 2025-08-26T22:50:38.7304971Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 20%] 2025-08-26T22:50:38.7305269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 20%] 2025-08-26T22:50:38.7305567Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 20%] 2025-08-26T22:50:38.7305863Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 20%] 2025-08-26T22:50:38.7306160Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 20%] 2025-08-26T22:50:38.7307764Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 20%] 2025-08-26T22:50:38.7308069Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 20%] 2025-08-26T22:50:38.7308360Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 20%] 2025-08-26T22:50:38.7308649Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 20%] 2025-08-26T22:50:38.7308945Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 20%] 2025-08-26T22:50:38.7309261Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 20%] 2025-08-26T22:50:38.7309565Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 20%] 2025-08-26T22:50:38.7309922Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 20%] 2025-08-26T22:50:38.7310237Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0059s] [ 20%] 2025-08-26T22:50:38.7310547Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 20%] 2025-08-26T22:50:38.7310840Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 20%] 2025-08-26T22:50:38.7311131Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 20%] 2025-08-26T22:50:38.7311429Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 20%] 2025-08-26T22:50:38.7311725Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 20%] 2025-08-26T22:50:38.7312016Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 20%] 2025-08-26T22:50:38.7312311Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 20%] 2025-08-26T22:50:38.7312603Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0044s] [ 20%] 2025-08-26T22:50:38.7312894Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 20%] 2025-08-26T22:50:38.7313184Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 20%] 2025-08-26T22:50:38.7313494Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 21%] 2025-08-26T22:50:38.7314986Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 21%] 2025-08-26T22:50:38.7315285Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 21%] 2025-08-26T22:50:38.7315592Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 21%] 2025-08-26T22:50:38.7315897Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 21%] 2025-08-26T22:50:38.7316190Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0047s] [ 21%] 2025-08-26T22:50:38.7316485Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 21%] 2025-08-26T22:50:38.7316778Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 21%] 2025-08-26T22:50:38.7317072Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 21%] 2025-08-26T22:50:38.7317367Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 21%] 2025-08-26T22:50:38.7317662Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 21%] 2025-08-26T22:50:38.7317958Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 21%] 2025-08-26T22:50:38.7318252Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 21%] 2025-08-26T22:50:38.7318543Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0047s] [ 21%] 2025-08-26T22:50:38.7318851Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 21%] 2025-08-26T22:50:38.7319152Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 21%] 2025-08-26T22:50:38.7319439Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 21%] 2025-08-26T22:50:38.7319818Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 21%] 2025-08-26T22:50:38.7320127Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 21%] 2025-08-26T22:50:38.7320417Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 21%] 2025-08-26T22:50:38.7320707Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 21%] 2025-08-26T22:50:38.7322180Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 21%] 2025-08-26T22:50:38.7322482Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 21%] 2025-08-26T22:50:38.7322774Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 21%] 2025-08-26T22:50:38.7323067Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 21%] 2025-08-26T22:50:38.7323363Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 21%] 2025-08-26T22:50:38.7323662Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 21%] 2025-08-26T22:50:38.7323955Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 21%] 2025-08-26T22:50:38.7324276Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 21%] 2025-08-26T22:50:38.7324584Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 21%] 2025-08-26T22:50:38.7324874Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 21%] 2025-08-26T22:50:38.7325176Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 21%] 2025-08-26T22:50:38.7325477Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 21%] 2025-08-26T22:50:38.7325772Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 21%] 2025-08-26T22:50:38.7326063Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 21%] 2025-08-26T22:50:38.7326356Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 21%] 2025-08-26T22:50:38.7326645Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 21%] 2025-08-26T22:50:38.7326941Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0042s] [ 21%] 2025-08-26T22:50:38.7327269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 21%] 2025-08-26T22:50:38.7327565Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 21%] 2025-08-26T22:50:38.7327861Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 21%] 2025-08-26T22:50:38.7328163Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 21%] 2025-08-26T22:50:38.7329657Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 21%] 2025-08-26T22:50:38.7330027Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 21%] 2025-08-26T22:50:38.7330321Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 21%] 2025-08-26T22:50:38.7330651Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0041s] [ 21%] 2025-08-26T22:50:38.7330957Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 21%] 2025-08-26T22:50:38.7331247Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 21%] 2025-08-26T22:50:38.7331539Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 21%] 2025-08-26T22:50:38.7331833Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 21%] 2025-08-26T22:50:38.7332124Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 21%] 2025-08-26T22:50:38.7332415Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 21%] 2025-08-26T22:50:38.7332706Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 21%] 2025-08-26T22:50:38.7333001Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 21%] 2025-08-26T22:50:38.7333296Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 21%] 2025-08-26T22:50:38.7333590Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 21%] 2025-08-26T22:50:38.7333912Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 21%] 2025-08-26T22:50:38.7334223Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 21%] 2025-08-26T22:50:38.7334518Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 21%] 2025-08-26T22:50:38.7334826Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 21%] 2025-08-26T22:50:38.7335132Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 21%] 2025-08-26T22:50:38.7335425Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0038s] [ 21%] 2025-08-26T22:50:38.7336837Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 21%] 2025-08-26T22:50:38.7337136Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 21%] 2025-08-26T22:50:38.7337427Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 21%] 2025-08-26T22:50:38.7337721Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 21%] 2025-08-26T22:50:38.7338015Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 21%] 2025-08-26T22:50:38.7338305Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 21%] 2025-08-26T22:50:38.7338597Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 21%] 2025-08-26T22:50:38.7338915Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 21%] 2025-08-26T22:50:38.7339213Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 21%] 2025-08-26T22:50:38.7339519Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 21%] 2025-08-26T22:50:38.7339872Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 21%] 2025-08-26T22:50:38.7340188Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 21%] 2025-08-26T22:50:38.7340498Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 21%] 2025-08-26T22:50:38.7340791Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 21%] 2025-08-26T22:50:38.7341085Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 21%] 2025-08-26T22:50:38.7341381Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 21%] 2025-08-26T22:50:38.7341676Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 21%] 2025-08-26T22:50:38.7341965Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 21%] 2025-08-26T22:50:38.7342262Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 21%] 2025-08-26T22:50:38.7342557Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 21%] 2025-08-26T22:50:38.7343934Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 21%] 2025-08-26T22:50:38.7344254Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 21%] 2025-08-26T22:50:38.7344545Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 21%] 2025-08-26T22:50:38.7344859Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0043s] [ 21%] 2025-08-26T22:50:38.7345151Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 21%] 2025-08-26T22:50:38.7345458Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 21%] 2025-08-26T22:50:38.7345762Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 21%] 2025-08-26T22:50:38.7346058Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 21%] 2025-08-26T22:50:38.7346354Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 21%] 2025-08-26T22:50:38.7346646Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 21%] 2025-08-26T22:50:38.7346940Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 21%] 2025-08-26T22:50:38.7347272Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0042s] [ 21%] 2025-08-26T22:50:38.7347565Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 21%] 2025-08-26T22:50:38.7347855Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 21%] 2025-08-26T22:50:38.7348146Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 21%] 2025-08-26T22:50:38.7348458Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 21%] 2025-08-26T22:50:38.7348749Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 21%] 2025-08-26T22:50:38.7349049Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 21%] 2025-08-26T22:50:38.7349374Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 21%] 2025-08-26T22:50:38.7349743Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0039s] [ 21%] 2025-08-26T22:50:38.7350067Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 21%] 2025-08-26T22:50:38.7351546Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 21%] 2025-08-26T22:50:38.7351840Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 21%] 2025-08-26T22:50:38.7352135Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 21%] 2025-08-26T22:50:38.7352432Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 21%] 2025-08-26T22:50:38.7352726Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 21%] 2025-08-26T22:50:38.7353020Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 21%] 2025-08-26T22:50:38.7353311Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0039s] [ 21%] 2025-08-26T22:50:38.7353602Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 21%] 2025-08-26T22:50:38.7353917Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 21%] 2025-08-26T22:50:38.7354207Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 21%] 2025-08-26T22:50:38.7354519Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 21%] 2025-08-26T22:50:38.7354809Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 21%] 2025-08-26T22:50:38.7355120Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 21%] 2025-08-26T22:50:38.7355426Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 22%] 2025-08-26T22:50:38.7355718Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 22%] 2025-08-26T22:50:38.7356013Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 22%] 2025-08-26T22:50:38.7356304Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 22%] 2025-08-26T22:50:38.7356598Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 22%] 2025-08-26T22:50:38.7356891Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 22%] 2025-08-26T22:50:38.7357190Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 22%] 2025-08-26T22:50:38.7358662Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 22%] 2025-08-26T22:50:38.7358964Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 22%] 2025-08-26T22:50:38.7359275Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 22%] 2025-08-26T22:50:38.7359566Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 22%] 2025-08-26T22:50:38.7359923Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 22%] 2025-08-26T22:50:38.7360212Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 22%] 2025-08-26T22:50:38.7360529Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 22%] 2025-08-26T22:50:38.7360839Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 22%] 2025-08-26T22:50:38.7361128Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 22%] 2025-08-26T22:50:38.7361418Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 22%] 2025-08-26T22:50:38.7361711Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 22%] 2025-08-26T22:50:38.7362005Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 22%] 2025-08-26T22:50:38.7362294Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 22%] 2025-08-26T22:50:38.7362588Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 22%] 2025-08-26T22:50:38.7362889Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 22%] 2025-08-26T22:50:38.7363183Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 22%] 2025-08-26T22:50:38.7363495Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 22%] 2025-08-26T22:50:38.7363785Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 22%] 2025-08-26T22:50:38.7364089Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 22%] 2025-08-26T22:50:38.7364376Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 22%] 2025-08-26T22:50:38.7365807Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 22%] 2025-08-26T22:50:38.7366112Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 22%] 2025-08-26T22:50:38.7366405Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 22%] 2025-08-26T22:50:38.7366698Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 22%] 2025-08-26T22:50:38.7366986Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 22%] 2025-08-26T22:50:38.7367275Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 22%] 2025-08-26T22:50:38.7367567Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 22%] 2025-08-26T22:50:38.7367860Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 22%] 2025-08-26T22:50:38.7368150Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 22%] 2025-08-26T22:50:38.7368445Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 22%] 2025-08-26T22:50:38.7368757Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 22%] 2025-08-26T22:50:38.7369051Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 22%] 2025-08-26T22:50:38.7369356Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 22%] 2025-08-26T22:50:38.7369647Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 22%] 2025-08-26T22:50:38.7370028Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 22%] 2025-08-26T22:50:38.7370335Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 22%] 2025-08-26T22:50:38.7370625Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 22%] 2025-08-26T22:50:38.7370914Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 22%] 2025-08-26T22:50:38.7371206Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 22%] 2025-08-26T22:50:38.7371499Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 22%] 2025-08-26T22:50:38.7372887Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 22%] 2025-08-26T22:50:38.7373179Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 22%] 2025-08-26T22:50:38.7373472Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 22%] 2025-08-26T22:50:38.7373766Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 22%] 2025-08-26T22:50:38.7374091Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 22%] 2025-08-26T22:50:38.7374415Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 22%] 2025-08-26T22:50:38.7374733Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 22%] 2025-08-26T22:50:38.7375028Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 22%] 2025-08-26T22:50:38.7375341Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 22%] 2025-08-26T22:50:38.7375647Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 22%] 2025-08-26T22:50:38.7375937Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 22%] 2025-08-26T22:50:38.7376235Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 22%] 2025-08-26T22:50:38.7376525Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 22%] 2025-08-26T22:50:38.7376811Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 22%] 2025-08-26T22:50:38.7377105Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 22%] 2025-08-26T22:50:38.7377397Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 22%] 2025-08-26T22:50:38.7377686Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 22%] 2025-08-26T22:50:38.7377975Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 22%] 2025-08-26T22:50:38.7378283Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 22%] 2025-08-26T22:50:38.7378579Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 22%] 2025-08-26T22:50:38.7378885Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 22%] 2025-08-26T22:50:38.7380403Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 22%] 2025-08-26T22:50:38.7380740Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 22%] 2025-08-26T22:50:38.7381049Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 22%] 2025-08-26T22:50:38.7381341Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 22%] 2025-08-26T22:50:38.7381632Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 22%] 2025-08-26T22:50:38.7381924Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0045s] [ 22%] 2025-08-26T22:50:38.7382213Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 22%] 2025-08-26T22:50:38.7382502Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 22%] 2025-08-26T22:50:38.7382789Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 22%] 2025-08-26T22:50:38.7383080Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 22%] 2025-08-26T22:50:38.7383370Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 22%] 2025-08-26T22:50:38.7383681Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 22%] 2025-08-26T22:50:38.7383969Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 22%] 2025-08-26T22:50:38.7384283Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 22%] 2025-08-26T22:50:38.7384573Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 22%] 2025-08-26T22:50:38.7384882Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 22%] 2025-08-26T22:50:38.7385184Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 22%] 2025-08-26T22:50:38.7385478Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 22%] 2025-08-26T22:50:38.7385771Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 22%] 2025-08-26T22:50:38.7386062Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 22%] 2025-08-26T22:50:38.7387738Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 22%] 2025-08-26T22:50:38.7388035Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 22%] 2025-08-26T22:50:38.7388327Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 22%] 2025-08-26T22:50:38.7388614Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 22%] 2025-08-26T22:50:38.7388901Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 22%] 2025-08-26T22:50:38.7389190Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 22%] 2025-08-26T22:50:38.7389505Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 22%] 2025-08-26T22:50:38.7389885Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 22%] 2025-08-26T22:50:38.7390177Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 22%] 2025-08-26T22:50:38.7390535Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 22%] 2025-08-26T22:50:38.7390846Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 22%] 2025-08-26T22:50:38.7391138Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 22%] 2025-08-26T22:50:38.7391428Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 22%] 2025-08-26T22:50:38.7391721Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 22%] 2025-08-26T22:50:38.7392014Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 22%] 2025-08-26T22:50:38.7392306Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 22%] 2025-08-26T22:50:38.7392598Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 22%] 2025-08-26T22:50:38.7392886Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 22%] 2025-08-26T22:50:38.7393174Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 22%] 2025-08-26T22:50:38.7393462Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 22%] 2025-08-26T22:50:38.7394974Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 22%] 2025-08-26T22:50:38.7395298Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 22%] 2025-08-26T22:50:38.7395590Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 22%] 2025-08-26T22:50:38.7395900Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 22%] 2025-08-26T22:50:38.7396201Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 22%] 2025-08-26T22:50:38.7396503Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 22%] 2025-08-26T22:50:38.7396802Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 22%] 2025-08-26T22:50:38.7397104Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 22%] 2025-08-26T22:50:38.7397410Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 23%] 2025-08-26T22:50:38.7397710Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 23%] 2025-08-26T22:50:38.7398013Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 23%] 2025-08-26T22:50:38.7398311Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 23%] 2025-08-26T22:50:38.7398610Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 23%] 2025-08-26T22:50:38.7398920Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 23%] 2025-08-26T22:50:38.7399216Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 23%] 2025-08-26T22:50:38.7399526Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 23%] 2025-08-26T22:50:38.7399884Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 23%] 2025-08-26T22:50:38.7400198Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 23%] 2025-08-26T22:50:38.7400521Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 23%] 2025-08-26T22:50:38.7400817Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 23%] 2025-08-26T22:50:38.7402351Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 23%] 2025-08-26T22:50:38.7402653Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 23%] 2025-08-26T22:50:38.7402958Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 23%] 2025-08-26T22:50:38.7403254Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 23%] 2025-08-26T22:50:38.7403553Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 23%] 2025-08-26T22:50:38.7403858Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 23%] 2025-08-26T22:50:38.7404159Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 23%] 2025-08-26T22:50:38.7404488Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 23%] 2025-08-26T22:50:38.7404785Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 23%] 2025-08-26T22:50:38.7405098Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 23%] 2025-08-26T22:50:38.7405393Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 23%] 2025-08-26T22:50:38.7405700Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 23%] 2025-08-26T22:50:38.7406009Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 23%] 2025-08-26T22:50:38.7406308Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 23%] 2025-08-26T22:50:38.7406609Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 23%] 2025-08-26T22:50:38.7406903Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 23%] 2025-08-26T22:50:38.7407197Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 23%] 2025-08-26T22:50:38.7407495Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 23%] 2025-08-26T22:50:38.7407795Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 23%] 2025-08-26T22:50:38.7408095Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 23%] 2025-08-26T22:50:38.7409570Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 23%] 2025-08-26T22:50:38.7409976Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 23%] 2025-08-26T22:50:38.7410276Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 23%] 2025-08-26T22:50:38.7410593Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 23%] 2025-08-26T22:50:38.7410910Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 23%] 2025-08-26T22:50:38.7411224Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 23%] 2025-08-26T22:50:38.7411521Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 23%] 2025-08-26T22:50:38.7411850Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 23%] 2025-08-26T22:50:38.7412146Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 23%] 2025-08-26T22:50:38.7412443Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 23%] 2025-08-26T22:50:38.7412740Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 23%] 2025-08-26T22:50:38.7413035Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 23%] 2025-08-26T22:50:38.7413333Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 23%] 2025-08-26T22:50:38.7413714Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7414092Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7414487Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7414873Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7415264Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0009s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7415650Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7416024Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7417590Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7417971Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7418340Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0014s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7418708Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0007s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7419080Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7419453Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7419917Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7420307Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7420674Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7421064Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7421452Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7421826Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7422203Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7422577Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7422951Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7423323Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7423697Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7424085Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7424457Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7424839Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7426290Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7426686Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7427131Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7427507Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7427884Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7428262Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7428641Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7429016Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7429396Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7429860Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7430250Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7430643Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7431028Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7431399Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7431772Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7432141Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7432515Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7432886Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7433256Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7433625Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7435078Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 23%] 2025-08-26T22:50:38.7435396Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0044s] [ 23%] 2025-08-26T22:50:38.7435698Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 23%] 2025-08-26T22:50:38.7436008Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 23%] 2025-08-26T22:50:38.7436321Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 23%] 2025-08-26T22:50:38.7436620Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 23%] 2025-08-26T22:50:38.7436918Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 23%] 2025-08-26T22:50:38.7437215Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 23%] 2025-08-26T22:50:38.7437513Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 23%] 2025-08-26T22:50:38.7437810Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 23%] 2025-08-26T22:50:38.7438105Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 23%] 2025-08-26T22:50:38.7438400Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 23%] 2025-08-26T22:50:38.7438693Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 23%] 2025-08-26T22:50:38.7438992Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 23%] 2025-08-26T22:50:38.7439305Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 23%] 2025-08-26T22:50:38.7439617Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 23%] 2025-08-26T22:50:38.7439980Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 23%] 2025-08-26T22:50:38.7440312Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 23%] 2025-08-26T22:50:38.7440628Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 23%] 2025-08-26T22:50:38.7440926Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 23%] 2025-08-26T22:50:38.7442892Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 23%] 2025-08-26T22:50:38.7443200Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 23%] 2025-08-26T22:50:38.7443501Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 23%] 2025-08-26T22:50:38.7443800Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 23%] 2025-08-26T22:50:38.7444101Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 24%] 2025-08-26T22:50:38.7444398Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 24%] 2025-08-26T22:50:38.7444694Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 24%] 2025-08-26T22:50:38.7445021Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 24%] 2025-08-26T22:50:38.7445315Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 24%] 2025-08-26T22:50:38.7445629Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 24%] 2025-08-26T22:50:38.7445934Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 24%] 2025-08-26T22:50:38.7446258Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 24%] 2025-08-26T22:50:38.7446567Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 24%] 2025-08-26T22:50:38.7446866Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 24%] 2025-08-26T22:50:38.7447174Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 24%] 2025-08-26T22:50:38.7447472Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 24%] 2025-08-26T22:50:38.7447769Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 24%] 2025-08-26T22:50:38.7448070Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 24%] 2025-08-26T22:50:38.7448373Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 24%] 2025-08-26T22:50:38.7448679Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 24%] 2025-08-26T22:50:38.7454093Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 24%] 2025-08-26T22:50:38.7454455Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 24%] 2025-08-26T22:50:38.7454753Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 24%] 2025-08-26T22:50:38.7455074Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 24%] 2025-08-26T22:50:38.7455371Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 24%] 2025-08-26T22:50:38.7455692Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 24%] 2025-08-26T22:50:38.7456014Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 24%] 2025-08-26T22:50:38.7456312Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 24%] 2025-08-26T22:50:38.7456609Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 24%] 2025-08-26T22:50:38.7456989Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7457364Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7457744Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7458126Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7458503Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7458902Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7459288Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7459665Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7460134Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7460527Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7460898Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7461269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7461642Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7462014Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7462389Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7462761Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7463200Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7463577Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7463970Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7464359Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7467441Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7467854Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7468234Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7468611Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7468994Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7469375Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7469839Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7470219Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7470646Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7471053Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7471449Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7471836Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7472214Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7472594Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7472970Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7473352Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7473729Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7474113Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7474490Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7474890Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7475278Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7475656Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7476156Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7477006Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7484261Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7485074Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7485862Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7486659Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 24%] 2025-08-26T22:50:38.7487427Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 24%] 2025-08-26T22:50:38.7488092Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 24%] 2025-08-26T22:50:38.7488745Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 24%] 2025-08-26T22:50:38.7489429Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 24%] 2025-08-26T22:50:38.7490190Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 24%] 2025-08-26T22:50:38.7490844Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 24%] 2025-08-26T22:50:38.7491504Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 24%] 2025-08-26T22:50:38.7492152Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 24%] 2025-08-26T22:50:38.7492782Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 24%] 2025-08-26T22:50:38.7493418Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 24%] 2025-08-26T22:50:38.7494046Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 24%] 2025-08-26T22:50:38.7494672Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 24%] 2025-08-26T22:50:38.7495306Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 24%] 2025-08-26T22:50:38.7495946Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 24%] 2025-08-26T22:50:38.7496571Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 24%] 2025-08-26T22:50:38.7497197Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 24%] 2025-08-26T22:50:38.7497824Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 24%] 2025-08-26T22:50:38.7498501Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 24%] 2025-08-26T22:50:38.7499137Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 24%] 2025-08-26T22:50:38.7499878Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 24%] 2025-08-26T22:50:38.7500540Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 24%] 2025-08-26T22:50:38.7501193Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 24%] 2025-08-26T22:50:38.7501826Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 24%] 2025-08-26T22:50:38.7502463Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 24%] 2025-08-26T22:50:38.7503092Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 24%] 2025-08-26T22:50:38.7503725Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 24%] 2025-08-26T22:50:38.7504381Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 24%] 2025-08-26T22:50:38.7505043Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 24%] 2025-08-26T22:50:38.7505671Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 24%] 2025-08-26T22:50:38.7506308Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 24%] 2025-08-26T22:50:38.7506935Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 24%] 2025-08-26T22:50:38.7507674Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 24%] 2025-08-26T22:50:38.7508321Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 24%] 2025-08-26T22:50:38.7508956Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 24%] 2025-08-26T22:50:38.7512461Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 24%] 2025-08-26T22:50:38.7513142Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 24%] 2025-08-26T22:50:38.7513774Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 24%] 2025-08-26T22:50:38.7514408Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 24%] 2025-08-26T22:50:38.7515048Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 24%] 2025-08-26T22:50:38.7515690Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 24%] 2025-08-26T22:50:38.7516325Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 24%] 2025-08-26T22:50:38.7516967Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 24%] 2025-08-26T22:50:38.7517608Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 24%] 2025-08-26T22:50:38.7518244Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 25%] 2025-08-26T22:50:38.7518886Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 25%] 2025-08-26T22:50:38.7519547Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 25%] 2025-08-26T22:50:38.7520290Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 25%] 2025-08-26T22:50:38.7520925Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 25%] 2025-08-26T22:50:38.7521669Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7522488Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7523282Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7524079Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7524868Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7525663Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7526464Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7527265Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7528052Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7530803Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7531610Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7532415Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7533211Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7533993Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7534777Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7535549Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7536332Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7537115Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7539530Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7540396Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7541228Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7542017Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7542833Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7543651Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7544459Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7545236Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7546015Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7546798Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7549296Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7550157Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7550938Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7551764Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7552544Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7553346Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7554151Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7554950Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7555739Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7556530Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7557313Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7558109Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7558888Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7559663Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7562093Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7562921Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7563717Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7564502Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7565318Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7566109Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7566828Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 25%] 2025-08-26T22:50:38.7567479Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 25%] 2025-08-26T22:50:38.7568121Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 25%] 2025-08-26T22:50:38.7570540Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 25%] 2025-08-26T22:50:38.7571201Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 25%] 2025-08-26T22:50:38.7571845Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 25%] 2025-08-26T22:50:38.7572487Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 25%] 2025-08-26T22:50:38.7573133Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 25%] 2025-08-26T22:50:38.7573812Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 25%] 2025-08-26T22:50:38.7574469Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 25%] 2025-08-26T22:50:38.7575107Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 25%] 2025-08-26T22:50:38.7575761Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 25%] 2025-08-26T22:50:38.7576409Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 25%] 2025-08-26T22:50:38.7580682Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 25%] 2025-08-26T22:50:38.7581326Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0042s] [ 25%] 2025-08-26T22:50:38.7581963Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 25%] 2025-08-26T22:50:38.7582608Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0038s] [ 25%] 2025-08-26T22:50:38.7583260Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 25%] 2025-08-26T22:50:38.7583909Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 25%] 2025-08-26T22:50:38.7584563Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 25%] 2025-08-26T22:50:38.7585205Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 25%] 2025-08-26T22:50:38.7585889Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 25%] 2025-08-26T22:50:38.7588567Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 25%] 2025-08-26T22:50:38.7589268Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 25%] 2025-08-26T22:50:38.7589990Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 25%] 2025-08-26T22:50:38.7590661Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 25%] 2025-08-26T22:50:38.7591320Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 25%] 2025-08-26T22:50:38.7591951Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 25%] 2025-08-26T22:50:38.7592589Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 25%] 2025-08-26T22:50:38.7593230Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 25%] 2025-08-26T22:50:38.7593869Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 25%] 2025-08-26T22:50:38.7594511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 25%] 2025-08-26T22:50:38.7595157Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 25%] 2025-08-26T22:50:38.7595801Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 25%] 2025-08-26T22:50:38.7597980Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 25%] 2025-08-26T22:50:38.7598652Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 25%] 2025-08-26T22:50:38.7599292Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 25%] 2025-08-26T22:50:38.7600031Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 25%] 2025-08-26T22:50:38.7600700Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 25%] 2025-08-26T22:50:38.7601356Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 25%] 2025-08-26T22:50:38.7601994Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 25%] 2025-08-26T22:50:38.7602633Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 25%] 2025-08-26T22:50:38.7603282Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 25%] 2025-08-26T22:50:38.7605419Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 25%] 2025-08-26T22:50:38.7606067Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 25%] 2025-08-26T22:50:38.7606709Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 25%] 2025-08-26T22:50:38.7607345Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 25%] 2025-08-26T22:50:38.7607994Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 25%] 2025-08-26T22:50:38.7608712Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7609547Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7610445Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7611263Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7613593Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7614407Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7615202Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7616004Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7616794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7617588Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7618381Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7619166Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7620060Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7620865Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7623207Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 25%] 2025-08-26T22:50:38.7624021Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7624840Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7625635Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7626432Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7627278Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7628074Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7628875Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7629668Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7632223Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7633021Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7633841Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7634648Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7635450Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7636244Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7637039Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7637825Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7638614Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7639419Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7640297Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7641134Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7641921Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7644289Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7645135Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7645950Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7646751Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7647540Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7648334Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7649124Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7649989Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7650777Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7651569Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7653910Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7654722Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7655447Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0045s] [ 26%] 2025-08-26T22:50:38.7656112Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 26%] 2025-08-26T22:50:38.7656767Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 26%] 2025-08-26T22:50:38.7657412Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 26%] 2025-08-26T22:50:38.7658058Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 26%] 2025-08-26T22:50:38.7658703Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 26%] 2025-08-26T22:50:38.7661425Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 26%] 2025-08-26T22:50:38.7662091Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 26%] 2025-08-26T22:50:38.7662737Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 26%] 2025-08-26T22:50:38.7663418Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 26%] 2025-08-26T22:50:38.7664061Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 26%] 2025-08-26T22:50:38.7664735Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 26%] 2025-08-26T22:50:38.7665520Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 26%] 2025-08-26T22:50:38.7666193Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 26%] 2025-08-26T22:50:38.7666859Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 26%] 2025-08-26T22:50:38.7669421Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 26%] 2025-08-26T22:50:38.7670153Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 26%] 2025-08-26T22:50:38.7670810Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 26%] 2025-08-26T22:50:38.7671455Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 26%] 2025-08-26T22:50:38.7672099Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 26%] 2025-08-26T22:50:38.7672741Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 26%] 2025-08-26T22:50:38.7673390Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 26%] 2025-08-26T22:50:38.7674040Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 26%] 2025-08-26T22:50:38.7674677Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 26%] 2025-08-26T22:50:38.7675325Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 26%] 2025-08-26T22:50:38.7676027Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 26%] 2025-08-26T22:50:38.7676669Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 26%] 2025-08-26T22:50:38.7677301Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 26%] 2025-08-26T22:50:38.7677957Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 26%] 2025-08-26T22:50:38.7680258Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 26%] 2025-08-26T22:50:38.7680906Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 26%] 2025-08-26T22:50:38.7681537Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 26%] 2025-08-26T22:50:38.7682185Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 26%] 2025-08-26T22:50:38.7682830Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 26%] 2025-08-26T22:50:38.7683467Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 26%] 2025-08-26T22:50:38.7684102Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 26%] 2025-08-26T22:50:38.7684737Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 26%] 2025-08-26T22:50:38.7685380Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 26%] 2025-08-26T22:50:38.7686063Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 26%] 2025-08-26T22:50:38.7688196Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 26%] 2025-08-26T22:50:38.7688864Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 26%] 2025-08-26T22:50:38.7689505Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 26%] 2025-08-26T22:50:38.7690229Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 26%] 2025-08-26T22:50:38.7690875Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 26%] 2025-08-26T22:50:38.7691512Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 26%] 2025-08-26T22:50:38.7692145Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 26%] 2025-08-26T22:50:38.7692793Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 26%] 2025-08-26T22:50:38.7693429Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 26%] 2025-08-26T22:50:38.7695630Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7696432Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7697230Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7698063Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7698857Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7699668Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7700549Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7701350Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7702139Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7704420Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7705231Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7706016Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7706810Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7707641Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7708437Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7709270Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7710154Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7710965Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7713320Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7714129Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7714924Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7715724Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7716517Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7717310Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7718101Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7718890Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7719789Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7722117Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7722931Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7723751Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7724558Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7725339Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7726130Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7726923Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7727718Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 26%] 2025-08-26T22:50:38.7728516Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7729310Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7731940Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7732741Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7733555Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7734372Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7735169Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7735952Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7736739Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7737528Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7738308Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7739103Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7739961Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7740684Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 27%] 2025-08-26T22:50:38.7743437Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 27%] 2025-08-26T22:50:38.7744118Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 27%] 2025-08-26T22:50:38.7744749Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 27%] 2025-08-26T22:50:38.7745408Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 27%] 2025-08-26T22:50:38.7746065Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 27%] 2025-08-26T22:50:38.7746698Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 27%] 2025-08-26T22:50:38.7747388Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 27%] 2025-08-26T22:50:38.7748019Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 27%] 2025-08-26T22:50:38.7748647Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 27%] 2025-08-26T22:50:38.7749278Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 27%] 2025-08-26T22:50:38.7751530Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 27%] 2025-08-26T22:50:38.7752165Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 27%] 2025-08-26T22:50:38.7752795Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 27%] 2025-08-26T22:50:38.7753419Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 27%] 2025-08-26T22:50:38.7754084Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 27%] 2025-08-26T22:50:38.7754735Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 27%] 2025-08-26T22:50:38.7755373Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 27%] 2025-08-26T22:50:38.7756037Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 27%] 2025-08-26T22:50:38.7756681Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 27%] 2025-08-26T22:50:38.7758822Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 27%] 2025-08-26T22:50:38.7759484Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 27%] 2025-08-26T22:50:38.7760202Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 27%] 2025-08-26T22:50:38.7760842Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0038s] [ 27%] 2025-08-26T22:50:38.7761487Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 27%] 2025-08-26T22:50:38.7762115Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 27%] 2025-08-26T22:50:38.7762743Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 27%] 2025-08-26T22:50:38.7763373Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 27%] 2025-08-26T22:50:38.7764037Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 27%] 2025-08-26T22:50:38.7764669Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 27%] 2025-08-26T22:50:38.7766842Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 27%] 2025-08-26T22:50:38.7767474Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 27%] 2025-08-26T22:50:38.7768144Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 27%] 2025-08-26T22:50:38.7768803Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 27%] 2025-08-26T22:50:38.7769447Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 27%] 2025-08-26T22:50:38.7770133Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 27%] 2025-08-26T22:50:38.7770782Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 27%] 2025-08-26T22:50:38.7771427Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 27%] 2025-08-26T22:50:38.7772078Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 27%] 2025-08-26T22:50:38.7774274Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 27%] 2025-08-26T22:50:38.7774920Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 27%] 2025-08-26T22:50:38.7775546Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 27%] 2025-08-26T22:50:38.7776226Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 27%] 2025-08-26T22:50:38.7776856Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 27%] 2025-08-26T22:50:38.7777519Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 27%] 2025-08-26T22:50:38.7778175Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 27%] 2025-08-26T22:50:38.7778822Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 27%] 2025-08-26T22:50:38.7779448Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 27%] 2025-08-26T22:50:38.7781760Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7782575Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7783364Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7784145Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7784937Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7785731Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7786565Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7787402Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7788202Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7789008Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7791505Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7792287Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7793081Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7793862Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7794642Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7795420Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7796203Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7796994Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0007s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7797822Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7801686Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7802513Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7803364Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7804179Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7804974Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7805761Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7806550Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7807339Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7808122Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7808906Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7811586Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7812372Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7813192Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7814021Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7814825Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7815617Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7816415Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7817208Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7818000Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7822237Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7823047Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7823871Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7824661Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7825468Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7826282Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7827144Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7827937Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7828735Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7831767Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 27%] 2025-08-26T22:50:38.7832508Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0048s] [ 27%] 2025-08-26T22:50:38.7833162Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0047s] [ 27%] 2025-08-26T22:50:38.7833811Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0127s] [ 27%] 2025-08-26T22:50:38.7834452Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0080s] [ 27%] 2025-08-26T22:50:38.7835102Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0046s] [ 27%] 2025-08-26T22:50:38.7835794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0046s] [ 27%] 2025-08-26T22:50:38.7836456Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0126s] [ 27%] 2025-08-26T22:50:38.7837099Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0081s] [ 28%] 2025-08-26T22:50:38.7837772Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0047s] [ 28%] 2025-08-26T22:50:38.7840142Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0046s] [ 28%] 2025-08-26T22:50:38.7840783Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0126s] [ 28%] 2025-08-26T22:50:38.7841422Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0081s] [ 28%] 2025-08-26T22:50:38.7842060Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0046s] [ 28%] 2025-08-26T22:50:38.7842699Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0047s] [ 28%] 2025-08-26T22:50:38.7843336Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0126s] [ 28%] 2025-08-26T22:50:38.7843991Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0081s] [ 28%] 2025-08-26T22:50:38.7844631Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 28%] 2025-08-26T22:50:38.7845282Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 28%] 2025-08-26T22:50:38.7845971Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0138s] [ 28%] 2025-08-26T22:50:38.7848398Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0089s] [ 28%] 2025-08-26T22:50:38.7849078Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 28%] 2025-08-26T22:50:38.7849799Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 28%] 2025-08-26T22:50:38.7850476Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0138s] [ 28%] 2025-08-26T22:50:38.7851139Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0090s] [ 28%] 2025-08-26T22:50:38.7851784Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0049s] [ 28%] 2025-08-26T22:50:38.7852428Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0050s] [ 28%] 2025-08-26T22:50:38.7853064Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0138s] [ 28%] 2025-08-26T22:50:38.7853707Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0090s] [ 28%] 2025-08-26T22:50:38.7855964Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0049s] [ 28%] 2025-08-26T22:50:38.7856622Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0049s] [ 28%] 2025-08-26T22:50:38.7857265Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0139s] [ 28%] 2025-08-26T22:50:38.7857902Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0089s] [ 28%] 2025-08-26T22:50:38.7858598Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 28%] 2025-08-26T22:50:38.7859243Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 28%] 2025-08-26T22:50:38.7860005Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0139s] [ 28%] 2025-08-26T22:50:38.7860668Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0089s] [ 28%] 2025-08-26T22:50:38.7861332Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 28%] 2025-08-26T22:50:38.7863555Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 28%] 2025-08-26T22:50:38.7864229Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0139s] [ 28%] 2025-08-26T22:50:38.7864875Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0089s] [ 28%] 2025-08-26T22:50:38.7865518Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0050s] [ 28%] 2025-08-26T22:50:38.7866166Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0049s] [ 28%] 2025-08-26T22:50:38.7866811Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0140s] [ 28%] 2025-08-26T22:50:38.7867510Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0090s] [ 28%] 2025-08-26T22:50:38.7868156Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0050s] [ 28%] 2025-08-26T22:50:38.7868801Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0050s] [ 28%] 2025-08-26T22:50:38.7869472Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0139s] [ 28%] 2025-08-26T22:50:38.7871817Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0088s] [ 28%] 2025-08-26T22:50:38.7872578Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7873404Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7874224Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7875027Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7875832Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7876632Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7877435Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7878238Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7880781Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7881628Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7882419Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7883228Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7884040Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7884861Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7885659Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7886454Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7887255Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7889759Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7890586Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7891385Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7892187Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7893039Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7893866Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7894688Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7895510Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7896313Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7897113Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7899540Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7900418Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7901222Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7902017Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7902807Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7903640Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7904464Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7905261Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7906081Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7908569Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7909383Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7910269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7911082Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7911894Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7912690Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7913491Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7914322Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7915117Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7919038Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7920030Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7920846Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 28%] 2025-08-26T22:50:38.7921573Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0046s] [ 28%] 2025-08-26T22:50:38.7922230Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0045s] [ 28%] 2025-08-26T22:50:38.7922884Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0140s] [ 28%] 2025-08-26T22:50:38.7923542Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0091s] [ 28%] 2025-08-26T22:50:38.7924194Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0045s] [ 28%] 2025-08-26T22:50:38.7924849Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0046s] [ 28%] 2025-08-26T22:50:38.7925505Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0140s] [ 28%] 2025-08-26T22:50:38.7928335Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0092s] [ 28%] 2025-08-26T22:50:38.7929027Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0045s] [ 28%] 2025-08-26T22:50:38.7929670Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0045s] [ 28%] 2025-08-26T22:50:38.7930404Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0140s] [ 28%] 2025-08-26T22:50:38.7931070Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0091s] [ 28%] 2025-08-26T22:50:38.7931730Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0045s] [ 28%] 2025-08-26T22:50:38.7932373Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0045s] [ 28%] 2025-08-26T22:50:38.7933011Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0139s] [ 28%] 2025-08-26T22:50:38.7933660Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0091s] [ 28%] 2025-08-26T22:50:38.7933966Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0051s] [ 28%] 2025-08-26T22:50:38.7936005Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0051s] [ 28%] 2025-08-26T22:50:38.7936319Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0156s] [ 28%] 2025-08-26T22:50:38.7936625Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0102s] [ 28%] 2025-08-26T22:50:38.7936934Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0049s] [ 28%] 2025-08-26T22:50:38.7937242Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 28%] 2025-08-26T22:50:38.7937586Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0155s] [ 28%] 2025-08-26T22:50:38.7937905Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0102s] [ 28%] 2025-08-26T22:50:38.7938210Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0050s] [ 28%] 2025-08-26T22:50:38.7938544Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0050s] [ 28%] 2025-08-26T22:50:38.7938866Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0153s] [ 28%] 2025-08-26T22:50:38.7939168Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0102s] [ 29%] 2025-08-26T22:50:38.7939474Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0049s] [ 29%] 2025-08-26T22:50:38.7939857Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0050s] [ 29%] 2025-08-26T22:50:38.7940159Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0154s] [ 29%] 2025-08-26T22:50:38.7940462Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0101s] [ 29%] 2025-08-26T22:50:38.7940773Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 29%] 2025-08-26T22:50:38.7941087Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 29%] 2025-08-26T22:50:38.7941393Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0154s] [ 29%] 2025-08-26T22:50:38.7943345Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0101s] [ 29%] 2025-08-26T22:50:38.7943672Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 29%] 2025-08-26T22:50:38.7944003Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 29%] 2025-08-26T22:50:38.7944322Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0154s] [ 29%] 2025-08-26T22:50:38.7944644Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0102s] [ 29%] 2025-08-26T22:50:38.7944954Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0050s] [ 29%] 2025-08-26T22:50:38.7945259Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0050s] [ 29%] 2025-08-26T22:50:38.7945561Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0154s] [ 29%] 2025-08-26T22:50:38.7945863Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0101s] [ 29%] 2025-08-26T22:50:38.7946168Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0050s] [ 29%] 2025-08-26T22:50:38.7946473Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0051s] [ 29%] 2025-08-26T22:50:38.7946777Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0155s] [ 29%] 2025-08-26T22:50:38.7947126Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0101s] [ 29%] 2025-08-26T22:50:38.7947514Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7947918Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7948315Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7948725Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7949122Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7951249Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7951656Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7952035Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7952416Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7952794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7953178Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7953559Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7953979Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7954359Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7954754Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7955156Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7955560Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7955942Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7956330Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7956710Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7957099Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7957483Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7957867Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7959887Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7960289Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7960698Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7961102Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7961501Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7961886Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7962269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7962652Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7963033Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7963415Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7963797Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7964199Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7964581Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7964985Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7965384Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7965774Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7966156Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7966538Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7968492Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7968890Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7969267Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7969650Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7970102Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7970531Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7970927Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 29%] 2025-08-26T22:50:38.7971240Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 29%] 2025-08-26T22:50:38.7971565Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 29%] 2025-08-26T22:50:38.7971896Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0039s] [ 29%] 2025-08-26T22:50:38.7972194Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 29%] 2025-08-26T22:50:38.7972498Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 29%] 2025-08-26T22:50:38.7972802Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 29%] 2025-08-26T22:50:38.7973106Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0039s] [ 29%] 2025-08-26T22:50:38.7973406Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 29%] 2025-08-26T22:50:38.7973712Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 29%] 2025-08-26T22:50:38.7974012Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 29%] 2025-08-26T22:50:38.7974308Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0038s] [ 29%] 2025-08-26T22:50:38.7976377Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 29%] 2025-08-26T22:50:38.7976698Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 29%] 2025-08-26T22:50:38.7977018Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 29%] 2025-08-26T22:50:38.7977331Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0038s] [ 29%] 2025-08-26T22:50:38.7977643Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 29%] 2025-08-26T22:50:38.7977948Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 29%] 2025-08-26T22:50:38.7978249Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 29%] 2025-08-26T22:50:38.7978556Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 29%] 2025-08-26T22:50:38.7978863Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 29%] 2025-08-26T22:50:38.7979173Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 29%] 2025-08-26T22:50:38.7979478Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 29%] 2025-08-26T22:50:38.7979852Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0049s] [ 29%] 2025-08-26T22:50:38.7980156Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 29%] 2025-08-26T22:50:38.7980456Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 29%] 2025-08-26T22:50:38.7980790Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 29%] 2025-08-26T22:50:38.7981090Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0048s] [ 29%] 2025-08-26T22:50:38.7981407Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 29%] 2025-08-26T22:50:38.7981736Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 29%] 2025-08-26T22:50:38.7982053Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 29%] 2025-08-26T22:50:38.7983912Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0049s] [ 29%] 2025-08-26T22:50:38.7984228Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 29%] 2025-08-26T22:50:38.7984531Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 29%] 2025-08-26T22:50:38.7984837Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 29%] 2025-08-26T22:50:38.7985138Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0049s] [ 29%] 2025-08-26T22:50:38.7985440Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 29%] 2025-08-26T22:50:38.7985744Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 29%] 2025-08-26T22:50:38.7986048Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 29%] 2025-08-26T22:50:38.7986352Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0049s] [ 29%] 2025-08-26T22:50:38.7986688Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 29%] 2025-08-26T22:50:38.7987043Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 29%] 2025-08-26T22:50:38.7987345Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 29%] 2025-08-26T22:50:38.7987658Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0049s] [ 29%] 2025-08-26T22:50:38.7987968Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 29%] 2025-08-26T22:50:38.7988270Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 29%] 2025-08-26T22:50:38.7988570Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 29%] 2025-08-26T22:50:38.7988874Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0049s] [ 29%] 2025-08-26T22:50:38.7989181Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 30%] 2025-08-26T22:50:38.7991186Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.7991591Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.7991970Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.7992347Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.7992762Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.7993163Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.7993564Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.7993962Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.7994337Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.7994723Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.7995096Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.7995469Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.7995848Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.7996232Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.7996611Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.7997004Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.7997402Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.7997782Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.7999800Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8000218Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8000599Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8000978Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8001355Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8001732Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8002110Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8002497Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8002898Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8003272Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8003667Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8004060Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8004451Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8004829Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8005207Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8005586Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8005969Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8006347Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8008295Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8008713Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8009092Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8009484Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8009952Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8010343Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8010719Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8011102Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8011479Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8011857Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8012231Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8012606Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8012912Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 30%] 2025-08-26T22:50:38.8013235Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 30%] 2025-08-26T22:50:38.8013542Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 30%] 2025-08-26T22:50:38.8013868Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 30%] 2025-08-26T22:50:38.8014188Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 30%] 2025-08-26T22:50:38.8014500Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 30%] 2025-08-26T22:50:38.8016359Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 30%] 2025-08-26T22:50:38.8016686Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 30%] 2025-08-26T22:50:38.8016986Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 30%] 2025-08-26T22:50:38.8017286Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 30%] 2025-08-26T22:50:38.8017585Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 30%] 2025-08-26T22:50:38.8017884Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 30%] 2025-08-26T22:50:38.8018184Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 30%] 2025-08-26T22:50:38.8018488Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 30%] 2025-08-26T22:50:38.8018790Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 30%] 2025-08-26T22:50:38.8019119Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 30%] 2025-08-26T22:50:38.8019422Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 30%] 2025-08-26T22:50:38.8019810Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 30%] 2025-08-26T22:50:38.8020139Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 30%] 2025-08-26T22:50:38.8020455Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 30%] 2025-08-26T22:50:38.8020762Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 30%] 2025-08-26T22:50:38.8021065Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 30%] 2025-08-26T22:50:38.8021368Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 30%] 2025-08-26T22:50:38.8021670Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 30%] 2025-08-26T22:50:38.8021968Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 30%] 2025-08-26T22:50:38.8023784Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 30%] 2025-08-26T22:50:38.8024101Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 30%] 2025-08-26T22:50:38.8024401Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 30%] 2025-08-26T22:50:38.8024702Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 30%] 2025-08-26T22:50:38.8025038Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 30%] 2025-08-26T22:50:38.8025353Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 30%] 2025-08-26T22:50:38.8025650Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 30%] 2025-08-26T22:50:38.8025974Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 30%] 2025-08-26T22:50:38.8026289Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 30%] 2025-08-26T22:50:38.8026596Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 30%] 2025-08-26T22:50:38.8026896Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 30%] 2025-08-26T22:50:38.8027250Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 30%] 2025-08-26T22:50:38.8027558Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 30%] 2025-08-26T22:50:38.8027858Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 30%] 2025-08-26T22:50:38.8028159Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 30%] 2025-08-26T22:50:38.8028459Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 30%] 2025-08-26T22:50:38.8028758Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 30%] 2025-08-26T22:50:38.8029064Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 30%] 2025-08-26T22:50:38.8030977Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 30%] 2025-08-26T22:50:38.8031317Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 30%] 2025-08-26T22:50:38.8031617Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 30%] 2025-08-26T22:50:38.8031936Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 30%] 2025-08-26T22:50:38.8032250Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 30%] 2025-08-26T22:50:38.8032638Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8033019Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8033396Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8033782Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8034167Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8034546Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8034922Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8035317Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8035709Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8036114Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8036504Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8036875Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8037258Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8037634Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8039543Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8039982Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8040364Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8040748Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8041178Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 30%] 2025-08-26T22:50:38.8041554Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8041968Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8042372Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8042765Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8043143Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8043519Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8043895Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8044271Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8044653Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8045037Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0007s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8045439Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8045814Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8047706Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8048125Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8048519Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8048895Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8049278Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8049665Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8050124Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8050504Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8050882Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8051256Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8051659Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8052049Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8052444Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8052838Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8053222Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8053598Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8053970Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8054276Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 31%] 2025-08-26T22:50:38.8056075Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 31%] 2025-08-26T22:50:38.8056393Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 31%] 2025-08-26T22:50:38.8056697Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 31%] 2025-08-26T22:50:38.8056997Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 31%] 2025-08-26T22:50:38.8057329Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 31%] 2025-08-26T22:50:38.8057633Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 31%] 2025-08-26T22:50:38.8057957Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 31%] 2025-08-26T22:50:38.8058277Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 31%] 2025-08-26T22:50:38.8058590Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 31%] 2025-08-26T22:50:38.8058895Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 31%] 2025-08-26T22:50:38.8059191Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 31%] 2025-08-26T22:50:38.8059493Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 31%] 2025-08-26T22:50:38.8059870Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 31%] 2025-08-26T22:50:38.8060168Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 31%] 2025-08-26T22:50:38.8060468Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 31%] 2025-08-26T22:50:38.8060771Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 31%] 2025-08-26T22:50:38.8061073Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 31%] 2025-08-26T22:50:38.8061378Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 31%] 2025-08-26T22:50:38.8061715Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 31%] 2025-08-26T22:50:38.8063530Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 31%] 2025-08-26T22:50:38.8063869Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 31%] 2025-08-26T22:50:38.8064192Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 31%] 2025-08-26T22:50:38.8064508Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 31%] 2025-08-26T22:50:38.8064807Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 31%] 2025-08-26T22:50:38.8065107Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 31%] 2025-08-26T22:50:38.8065405Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 31%] 2025-08-26T22:50:38.8065703Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 31%] 2025-08-26T22:50:38.8066006Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 31%] 2025-08-26T22:50:38.8066316Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 31%] 2025-08-26T22:50:38.8066612Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 31%] 2025-08-26T22:50:38.8066911Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 31%] 2025-08-26T22:50:38.8067255Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 31%] 2025-08-26T22:50:38.8067578Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 31%] 2025-08-26T22:50:38.8067892Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 31%] 2025-08-26T22:50:38.8068194Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 31%] 2025-08-26T22:50:38.8068522Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 31%] 2025-08-26T22:50:38.8068844Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 31%] 2025-08-26T22:50:38.8070706Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 31%] 2025-08-26T22:50:38.8071031Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 31%] 2025-08-26T22:50:38.8071335Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 31%] 2025-08-26T22:50:38.8071635Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 31%] 2025-08-26T22:50:38.8071930Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 31%] 2025-08-26T22:50:38.8072232Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 31%] 2025-08-26T22:50:38.8072541Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 31%] 2025-08-26T22:50:38.8072840Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 31%] 2025-08-26T22:50:38.8073141Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 31%] 2025-08-26T22:50:38.8073487Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 31%] 2025-08-26T22:50:38.8073886Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8074282Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8074677Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8075053Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8075431Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8075821Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8076197Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8076575Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8078432Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8078824Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8079223Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8079602Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8080057Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8080460Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8080858Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8081245Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8081624Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8082005Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8082381Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8082756Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8083136Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8083548Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8083927Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8084325Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8084712Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8085119Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8086980Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8087374Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8087751Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8088130Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8088510Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8088886Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8089265Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8089738Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8090135Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8090511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8090915Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8091308Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8091686Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 31%] 2025-08-26T22:50:38.8092069Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8092442Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8092821Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8093195Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8093568Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8093962Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8096178Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8096594Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8096986Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8097310Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 32%] 2025-08-26T22:50:38.8097619Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 32%] 2025-08-26T22:50:38.8097922Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 32%] 2025-08-26T22:50:38.8098226Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 32%] 2025-08-26T22:50:38.8098526Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 32%] 2025-08-26T22:50:38.8098832Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 32%] 2025-08-26T22:50:38.8099133Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 32%] 2025-08-26T22:50:38.8099435Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 32%] 2025-08-26T22:50:38.8099792Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 32%] 2025-08-26T22:50:38.8100116Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 32%] 2025-08-26T22:50:38.8101956Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 32%] 2025-08-26T22:50:38.8102291Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 32%] 2025-08-26T22:50:38.8102605Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 32%] 2025-08-26T22:50:38.8102934Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 32%] 2025-08-26T22:50:38.8103248Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 32%] 2025-08-26T22:50:38.8103547Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 32%] 2025-08-26T22:50:38.8103853Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 32%] 2025-08-26T22:50:38.8104151Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 32%] 2025-08-26T22:50:38.8104453Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 32%] 2025-08-26T22:50:38.8104747Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 32%] 2025-08-26T22:50:38.8105052Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 32%] 2025-08-26T22:50:38.8105354Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 32%] 2025-08-26T22:50:38.8105652Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 32%] 2025-08-26T22:50:38.8105972Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 32%] 2025-08-26T22:50:38.8106267Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 32%] 2025-08-26T22:50:38.8106578Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 32%] 2025-08-26T22:50:38.8106871Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 32%] 2025-08-26T22:50:38.8107239Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 32%] 2025-08-26T22:50:38.8107553Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 32%] 2025-08-26T22:50:38.8107851Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 32%] 2025-08-26T22:50:38.8108147Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 32%] 2025-08-26T22:50:38.8108444Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 32%] 2025-08-26T22:50:38.8108744Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 32%] 2025-08-26T22:50:38.8109042Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 32%] 2025-08-26T22:50:38.8109342Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 32%] 2025-08-26T22:50:38.8109641Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 32%] 2025-08-26T22:50:38.8110031Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 32%] 2025-08-26T22:50:38.8110355Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 32%] 2025-08-26T22:50:38.8110653Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 32%] 2025-08-26T22:50:38.8110975Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 32%] 2025-08-26T22:50:38.8111284Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 32%] 2025-08-26T22:50:38.8111596Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 32%] 2025-08-26T22:50:38.8111890Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0039s] [ 32%] 2025-08-26T22:50:38.8112191Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0040s] [ 32%] 2025-08-26T22:50:38.8112490Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 32%] 2025-08-26T22:50:38.8112786Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 32%] 2025-08-26T22:50:38.8113086Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 32%] 2025-08-26T22:50:38.8113382Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 32%] 2025-08-26T22:50:38.8113762Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8114137Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8114529Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8114902Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8115291Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8115685Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8116075Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8116448Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8116825Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8117195Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8117567Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8117948Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8118324Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8118706Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8119097Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8119495Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8119925Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8120330Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8120724Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8121099Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8121487Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8121870Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8122250Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8122632Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8123006Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8123403Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8123784Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8124172Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8124565Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8124953Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8125328Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8125701Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8126079Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8126456Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8126828Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8127201Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8127575Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8127964Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8128358Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8128747Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8129130Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8129502Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8129931Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8130301Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8130675Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8131049Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8131423Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8131794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 32%] 2025-08-26T22:50:38.8132124Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 32%] 2025-08-26T22:50:38.8132427Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 32%] 2025-08-26T22:50:38.8132748Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 32%] 2025-08-26T22:50:38.8133072Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0039s] [ 32%] 2025-08-26T22:50:38.8133391Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 32%] 2025-08-26T22:50:38.8133695Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 32%] 2025-08-26T22:50:38.8133996Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0051s] [ 32%] 2025-08-26T22:50:38.8134298Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 32%] 2025-08-26T22:50:38.8134598Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 32%] 2025-08-26T22:50:38.8134898Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0050s] [ 32%] 2025-08-26T22:50:38.8135201Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0052s] [ 32%] 2025-08-26T22:50:38.8135498Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0039s] [ 33%] 2025-08-26T22:50:38.8135799Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 33%] 2025-08-26T22:50:38.8137320Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 33%] 2025-08-26T22:50:38.8137651Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0049s] [ 33%] 2025-08-26T22:50:38.8137952Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0039s] [ 33%] 2025-08-26T22:50:38.8138270Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 33%] 2025-08-26T22:50:38.8138590Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 33%] 2025-08-26T22:50:38.8138903Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0055s] [ 33%] 2025-08-26T22:50:38.8139206Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0042s] [ 33%] 2025-08-26T22:50:38.8139511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 33%] 2025-08-26T22:50:38.8139865Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 33%] 2025-08-26T22:50:38.8140169Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0055s] [ 33%] 2025-08-26T22:50:38.8140470Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0042s] [ 33%] 2025-08-26T22:50:38.8140774Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 33%] 2025-08-26T22:50:38.8141074Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 33%] 2025-08-26T22:50:38.8141374Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0054s] [ 33%] 2025-08-26T22:50:38.8141673Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0041s] [ 33%] 2025-08-26T22:50:38.8142001Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 33%] 2025-08-26T22:50:38.8142317Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 33%] 2025-08-26T22:50:38.8142616Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0054s] [ 33%] 2025-08-26T22:50:38.8142934Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0041s] [ 33%] 2025-08-26T22:50:38.8143256Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 33%] 2025-08-26T22:50:38.8144575Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 33%] 2025-08-26T22:50:38.8144880Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0055s] [ 33%] 2025-08-26T22:50:38.8145182Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0042s] [ 33%] 2025-08-26T22:50:38.8145488Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 33%] 2025-08-26T22:50:38.8145791Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 33%] 2025-08-26T22:50:38.8146094Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0054s] [ 33%] 2025-08-26T22:50:38.8146400Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0041s] [ 33%] 2025-08-26T22:50:38.8146700Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 33%] 2025-08-26T22:50:38.8147063Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 33%] 2025-08-26T22:50:38.8147361Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0055s] [ 33%] 2025-08-26T22:50:38.8147675Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0042s] [ 33%] 2025-08-26T22:50:38.8147975Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 33%] 2025-08-26T22:50:38.8148291Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 33%] 2025-08-26T22:50:38.8148605Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0054s] [ 33%] 2025-08-26T22:50:38.8148903Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0042s] [ 33%] 2025-08-26T22:50:38.8149285Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8149664Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8150101Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8150479Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8150861Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8152217Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8152630Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8153028Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8153421Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8153819Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8154197Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8154572Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8154948Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8155325Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8155698Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8156073Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8156456Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8156849Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8157227Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8157617Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8158013Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8158405Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8158784Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8159163Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8159538Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8160923Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8161301Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8161676Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8162086Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8162464Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8162855Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8163256Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8163740Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8164120Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8164502Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8164878Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8165260Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0007s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8165640Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8166021Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8166400Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8166797Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8167186Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8167573Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8167961Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8168338Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8169735Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8170116Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8170491Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 33%] 2025-08-26T22:50:38.8170796Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 33%] 2025-08-26T22:50:38.8171100Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 33%] 2025-08-26T22:50:38.8171403Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0054s] [ 33%] 2025-08-26T22:50:38.8171705Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0043s] [ 33%] 2025-08-26T22:50:38.8172042Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 33%] 2025-08-26T22:50:38.8172362Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 33%] 2025-08-26T22:50:38.8172664Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0053s] [ 33%] 2025-08-26T22:50:38.8172986Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0043s] [ 33%] 2025-08-26T22:50:38.8173302Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 33%] 2025-08-26T22:50:38.8173600Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 33%] 2025-08-26T22:50:38.8173900Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0053s] [ 33%] 2025-08-26T22:50:38.8174199Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0042s] [ 33%] 2025-08-26T22:50:38.8174502Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 33%] 2025-08-26T22:50:38.8174802Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 33%] 2025-08-26T22:50:38.8175100Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0054s] [ 33%] 2025-08-26T22:50:38.8175400Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0042s] [ 33%] 2025-08-26T22:50:38.8175703Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 33%] 2025-08-26T22:50:38.8176988Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 33%] 2025-08-26T22:50:38.8177292Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0059s] [ 33%] 2025-08-26T22:50:38.8177608Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0046s] [ 33%] 2025-08-26T22:50:38.8177914Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 33%] 2025-08-26T22:50:38.8178235Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 33%] 2025-08-26T22:50:38.8178551Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0058s] [ 33%] 2025-08-26T22:50:38.8178855Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 33%] 2025-08-26T22:50:38.8179156Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0046s] [ 33%] 2025-08-26T22:50:38.8179456Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 33%] 2025-08-26T22:50:38.8179813Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0061s] [ 33%] 2025-08-26T22:50:38.8180116Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0047s] [ 33%] 2025-08-26T22:50:38.8180421Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 33%] 2025-08-26T22:50:38.8180727Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 33%] 2025-08-26T22:50:38.8181031Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0060s] [ 34%] 2025-08-26T22:50:38.8181355Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0048s] [ 34%] 2025-08-26T22:50:38.8181658Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 34%] 2025-08-26T22:50:38.8181982Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 34%] 2025-08-26T22:50:38.8182303Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0062s] [ 34%] 2025-08-26T22:50:38.8182619Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0048s] [ 34%] 2025-08-26T22:50:38.8182924Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 34%] 2025-08-26T22:50:38.8184173Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 34%] 2025-08-26T22:50:38.8184482Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0063s] [ 34%] 2025-08-26T22:50:38.8184784Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0049s] [ 34%] 2025-08-26T22:50:38.8185085Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 34%] 2025-08-26T22:50:38.8185388Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 34%] 2025-08-26T22:50:38.8185687Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0063s] [ 34%] 2025-08-26T22:50:38.8185985Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0046s] [ 34%] 2025-08-26T22:50:38.8186286Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 34%] 2025-08-26T22:50:38.8186605Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 34%] 2025-08-26T22:50:38.8186917Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0059s] [ 34%] 2025-08-26T22:50:38.8187262Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0047s] [ 34%] 2025-08-26T22:50:38.8187664Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8188056Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0008s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8188433Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8188810Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8189189Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8189568Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8190036Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8190418Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8190794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8192163Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0008s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8192561Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8192952Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8193348Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8193725Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0007s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8194099Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8194471Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8194851Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8195231Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8195610Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8195987Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0009s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8196382Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8196775Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8197152Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8197544Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8197935Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8198311Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8198685Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8199059Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8199436Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8200836Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8201216Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8201618Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8201998Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8202391Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8202786Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8203180Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8203562Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8203943Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8204320Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8204699Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0007s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8205075Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8205451Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8205843Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8206217Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8206609Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8206998Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8207385Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8207763Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8208068Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 34%] 2025-08-26T22:50:38.8209325Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 34%] 2025-08-26T22:50:38.8209627Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 34%] 2025-08-26T22:50:38.8209982Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 34%] 2025-08-26T22:50:38.8210285Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 34%] 2025-08-26T22:50:38.8210586Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 34%] 2025-08-26T22:50:38.8210889Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 34%] 2025-08-26T22:50:38.8211226Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 34%] 2025-08-26T22:50:38.8211522Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 34%] 2025-08-26T22:50:38.8211841Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 34%] 2025-08-26T22:50:38.8212151Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 34%] 2025-08-26T22:50:38.8212464Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 34%] 2025-08-26T22:50:38.8212762Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 34%] 2025-08-26T22:50:38.8213060Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 34%] 2025-08-26T22:50:38.8213360Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 34%] 2025-08-26T22:50:38.8213661Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 34%] 2025-08-26T22:50:38.8213962Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 34%] 2025-08-26T22:50:38.8214262Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 34%] 2025-08-26T22:50:38.8214561Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 34%] 2025-08-26T22:50:38.8214858Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 34%] 2025-08-26T22:50:38.8215160Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 34%] 2025-08-26T22:50:38.8216430Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 34%] 2025-08-26T22:50:38.8216737Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 34%] 2025-08-26T22:50:38.8217050Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 34%] 2025-08-26T22:50:38.8217363Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 34%] 2025-08-26T22:50:38.8217672Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 34%] 2025-08-26T22:50:38.8217968Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 34%] 2025-08-26T22:50:38.8218263Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 34%] 2025-08-26T22:50:38.8218562Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 34%] 2025-08-26T22:50:38.8218864Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 34%] 2025-08-26T22:50:38.8219160Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 34%] 2025-08-26T22:50:38.8219456Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 34%] 2025-08-26T22:50:38.8219805Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 34%] 2025-08-26T22:50:38.8220109Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 34%] 2025-08-26T22:50:38.8220407Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 34%] 2025-08-26T22:50:38.8220743Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 34%] 2025-08-26T22:50:38.8221063Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 34%] 2025-08-26T22:50:38.8221368Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 34%] 2025-08-26T22:50:38.8221685Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 34%] 2025-08-26T22:50:38.8222001Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 34%] 2025-08-26T22:50:38.8222301Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 34%] 2025-08-26T22:50:38.8222598Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 34%] 2025-08-26T22:50:38.8223854Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 34%] 2025-08-26T22:50:38.8224151Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0037s] [ 34%] 2025-08-26T22:50:38.8224457Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 34%] 2025-08-26T22:50:38.8224757Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 34%] 2025-08-26T22:50:38.8225053Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 34%] 2025-08-26T22:50:38.8225350Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 34%] 2025-08-26T22:50:38.8225746Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8226122Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 34%] 2025-08-26T22:50:38.8226514Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8226900Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8227334Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8227713Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8228088Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8228463Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8228838Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8229212Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8229583Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8230059Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8230460Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8230853Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8232221Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8232615Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8232992Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8233367Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8233741Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8234117Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8234496Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8234875Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8235251Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8235641Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8236015Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8236401Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8236786Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8237171Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8237543Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8237919Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8238293Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8238664Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8239044Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8239422Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8240851Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8241226Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8241620Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8242197Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8242595Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8242974Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8243347Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8243719Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8244090Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8244463Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8244842Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8245215Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8245599Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8245985Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8246291Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0041s] [ 35%] 2025-08-26T22:50:38.8246625Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0039s] [ 35%] 2025-08-26T22:50:38.8246943Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0099s] [ 35%] 2025-08-26T22:50:38.8247247Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0079s] [ 35%] 2025-08-26T22:50:38.8247554Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0039s] [ 35%] 2025-08-26T22:50:38.8247860Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0039s] [ 35%] 2025-08-26T22:50:38.8249147Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0097s] [ 35%] 2025-08-26T22:50:38.8249452Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0080s] [ 35%] 2025-08-26T22:50:38.8249868Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0039s] [ 35%] 2025-08-26T22:50:38.8250170Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0039s] [ 35%] 2025-08-26T22:50:38.8250473Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0096s] [ 35%] 2025-08-26T22:50:38.8250802Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0078s] [ 35%] 2025-08-26T22:50:38.8251106Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0038s] [ 35%] 2025-08-26T22:50:38.8251431Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0039s] [ 35%] 2025-08-26T22:50:38.8251749Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0097s] [ 35%] 2025-08-26T22:50:38.8252065Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0080s] [ 35%] 2025-08-26T22:50:38.8252371Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0042s] [ 35%] 2025-08-26T22:50:38.8252677Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0042s] [ 35%] 2025-08-26T22:50:38.8252983Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0107s] [ 35%] 2025-08-26T22:50:38.8253287Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0087s] [ 35%] 2025-08-26T22:50:38.8253593Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0042s] [ 35%] 2025-08-26T22:50:38.8253900Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0042s] [ 35%] 2025-08-26T22:50:38.8254205Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0106s] [ 35%] 2025-08-26T22:50:38.8254511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0087s] [ 35%] 2025-08-26T22:50:38.8254812Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0041s] [ 35%] 2025-08-26T22:50:38.8255132Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0042s] [ 35%] 2025-08-26T22:50:38.8256417Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0106s] [ 35%] 2025-08-26T22:50:38.8256717Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0087s] [ 35%] 2025-08-26T22:50:38.8257039Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0041s] [ 35%] 2025-08-26T22:50:38.8257354Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0042s] [ 35%] 2025-08-26T22:50:38.8257656Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0106s] [ 35%] 2025-08-26T22:50:38.8257962Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0087s] [ 35%] 2025-08-26T22:50:38.8258271Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0042s] [ 35%] 2025-08-26T22:50:38.8258575Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0042s] [ 35%] 2025-08-26T22:50:38.8258877Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0106s] [ 35%] 2025-08-26T22:50:38.8259182Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0087s] [ 35%] 2025-08-26T22:50:38.8259487Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0042s] [ 35%] 2025-08-26T22:50:38.8259868Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0042s] [ 35%] 2025-08-26T22:50:38.8260198Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0106s] [ 35%] 2025-08-26T22:50:38.8260504Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0087s] [ 35%] 2025-08-26T22:50:38.8260824Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0042s] [ 35%] 2025-08-26T22:50:38.8261125Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0042s] [ 35%] 2025-08-26T22:50:38.8261441Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0106s] [ 35%] 2025-08-26T22:50:38.8261766Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0087s] [ 35%] 2025-08-26T22:50:38.8262070Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0041s] [ 35%] 2025-08-26T22:50:38.8262374Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0042s] [ 35%] 2025-08-26T22:50:38.8263642Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0105s] [ 35%] 2025-08-26T22:50:38.8263947Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0087s] [ 35%] 2025-08-26T22:50:38.8264331Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8264715Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8265095Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8265494Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8265878Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8266280Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8266673Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8267115Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8267496Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8267875Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8268253Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8268629Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8269009Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8269389Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8269828Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8270227Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8270628Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8271027Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8272390Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8272770Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8273154Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8273537Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 35%] 2025-08-26T22:50:38.8273920Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8274303Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8274682Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8275063Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8275460Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8275849Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8276242Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8276633Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8277010Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8277387Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8277770Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8278153Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8278537Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8278917Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8279299Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8279780Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8281107Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8281509Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8281909Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8282304Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8282678Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8283055Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8283434Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8283814Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8284193Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8284568Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8284896Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 36%] 2025-08-26T22:50:38.8285201Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0039s] [ 36%] 2025-08-26T22:50:38.8285522Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0102s] [ 36%] 2025-08-26T22:50:38.8285825Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0073s] [ 36%] 2025-08-26T22:50:38.8286150Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0038s] [ 36%] 2025-08-26T22:50:38.8286475Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0038s] [ 36%] 2025-08-26T22:50:38.8286779Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0101s] [ 36%] 2025-08-26T22:50:38.8287086Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0073s] [ 36%] 2025-08-26T22:50:38.8287388Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0038s] [ 36%] 2025-08-26T22:50:38.8287692Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0038s] [ 36%] 2025-08-26T22:50:38.8288944Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0102s] [ 36%] 2025-08-26T22:50:38.8289247Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0073s] [ 36%] 2025-08-26T22:50:38.8289555Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0038s] [ 36%] 2025-08-26T22:50:38.8289913Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0038s] [ 36%] 2025-08-26T22:50:38.8290251Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0101s] [ 36%] 2025-08-26T22:50:38.8290551Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0073s] [ 36%] 2025-08-26T22:50:38.8290872Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0048s] [ 36%] 2025-08-26T22:50:38.8291197Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0046s] [ 36%] 2025-08-26T22:50:38.8291517Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0112s] [ 36%] 2025-08-26T22:50:38.8291822Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0080s] [ 36%] 2025-08-26T22:50:38.8292130Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0043s] [ 36%] 2025-08-26T22:50:38.8292440Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0042s] [ 36%] 2025-08-26T22:50:38.8292744Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0110s] [ 36%] 2025-08-26T22:50:38.8293048Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0079s] [ 36%] 2025-08-26T22:50:38.8293351Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0042s] [ 36%] 2025-08-26T22:50:38.8293653Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0042s] [ 36%] 2025-08-26T22:50:38.8293954Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0111s] [ 36%] 2025-08-26T22:50:38.8294256Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0080s] [ 36%] 2025-08-26T22:50:38.8294575Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0042s] [ 36%] 2025-08-26T22:50:38.8294878Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0042s] [ 36%] 2025-08-26T22:50:38.8296141Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0111s] [ 36%] 2025-08-26T22:50:38.8296463Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0079s] [ 36%] 2025-08-26T22:50:38.8296780Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0043s] [ 36%] 2025-08-26T22:50:38.8297086Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0043s] [ 36%] 2025-08-26T22:50:38.8297392Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0111s] [ 36%] 2025-08-26T22:50:38.8297700Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0080s] [ 36%] 2025-08-26T22:50:38.8298009Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0042s] [ 36%] 2025-08-26T22:50:38.8298316Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0042s] [ 36%] 2025-08-26T22:50:38.8298624Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0110s] [ 36%] 2025-08-26T22:50:38.8298929Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0080s] [ 36%] 2025-08-26T22:50:38.8299234Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0042s] [ 36%] 2025-08-26T22:50:38.8299542Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0042s] [ 36%] 2025-08-26T22:50:38.8299920Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0112s] [ 36%] 2025-08-26T22:50:38.8300236Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0080s] [ 36%] 2025-08-26T22:50:38.8300539Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0042s] [ 36%] 2025-08-26T22:50:38.8300860Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0043s] [ 36%] 2025-08-26T22:50:38.8301182Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0112s] [ 36%] 2025-08-26T22:50:38.8301484Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0080s] [ 36%] 2025-08-26T22:50:38.8301870Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8302251Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8303574Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8303959Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8304341Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8304729Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8305135Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8305527Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8305905Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8306295Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8306683Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8307097Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8307482Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8307861Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8308237Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8308616Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8308998Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8309394Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8309936Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8310333Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8310731Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8311131Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8312501Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8312885Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8313266Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8313644Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8314022Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8314396Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8314803Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8315182Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8315576Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8315965Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8316357Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8316739Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8317118Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8317495Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8317880Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8318263Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8318646Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8319026Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8319419Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8319874Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 36%] 2025-08-26T22:50:38.8321234Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8321626Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8322006Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8322385Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8322763Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8323142Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8323449Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 37%] 2025-08-26T22:50:38.8323754Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 37%] 2025-08-26T22:50:38.8324056Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0044s] [ 37%] 2025-08-26T22:50:38.8324357Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0041s] [ 37%] 2025-08-26T22:50:38.8324683Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 37%] 2025-08-26T22:50:38.8325003Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 37%] 2025-08-26T22:50:38.8325305Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0044s] [ 37%] 2025-08-26T22:50:38.8325622Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 37%] 2025-08-26T22:50:38.8325933Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 37%] 2025-08-26T22:50:38.8326233Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 37%] 2025-08-26T22:50:38.8326532Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0043s] [ 37%] 2025-08-26T22:50:38.8326831Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0039s] [ 37%] 2025-08-26T22:50:38.8327134Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 37%] 2025-08-26T22:50:38.8327435Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 37%] 2025-08-26T22:50:38.8328671Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0044s] [ 37%] 2025-08-26T22:50:38.8328973Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0039s] [ 37%] 2025-08-26T22:50:38.8329275Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 37%] 2025-08-26T22:50:38.8329595Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 37%] 2025-08-26T22:50:38.8329965Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0052s] [ 37%] 2025-08-26T22:50:38.8330287Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0043s] [ 37%] 2025-08-26T22:50:38.8330592Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 37%] 2025-08-26T22:50:38.8330912Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 37%] 2025-08-26T22:50:38.8331234Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0051s] [ 37%] 2025-08-26T22:50:38.8331537Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0044s] [ 37%] 2025-08-26T22:50:38.8331837Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 37%] 2025-08-26T22:50:38.8332138Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 37%] 2025-08-26T22:50:38.8332437Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0051s] [ 37%] 2025-08-26T22:50:38.8332734Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0044s] [ 37%] 2025-08-26T22:50:38.8333035Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 37%] 2025-08-26T22:50:38.8333344Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 37%] 2025-08-26T22:50:38.8333642Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0051s] [ 37%] 2025-08-26T22:50:38.8333963Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0043s] [ 37%] 2025-08-26T22:50:38.8334265Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 37%] 2025-08-26T22:50:38.8334580Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 37%] 2025-08-26T22:50:38.8335853Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0057s] [ 37%] 2025-08-26T22:50:38.8336173Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0047s] [ 37%] 2025-08-26T22:50:38.8336479Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 37%] 2025-08-26T22:50:38.8336784Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 37%] 2025-08-26T22:50:38.8337086Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0050s] [ 37%] 2025-08-26T22:50:38.8337390Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0042s] [ 37%] 2025-08-26T22:50:38.8337689Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 37%] 2025-08-26T22:50:38.8337989Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 37%] 2025-08-26T22:50:38.8338286Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0050s] [ 37%] 2025-08-26T22:50:38.8338587Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0041s] [ 37%] 2025-08-26T22:50:38.8338888Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 37%] 2025-08-26T22:50:38.8339203Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 37%] 2025-08-26T22:50:38.8339503Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0050s] [ 37%] 2025-08-26T22:50:38.8339868Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0042s] [ 37%] 2025-08-26T22:50:38.8340274Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8340673Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8341051Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8341430Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8341810Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8342190Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8343511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8343891Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8344270Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8344667Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8345056Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8345441Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8345833Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8346208Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8346588Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8346995Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8347375Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8347752Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8348129Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8348506Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8348902Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8349283Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8349673Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8350122Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8350514Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8350890Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8352223Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8352600Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8352976Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8353354Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8353728Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8354129Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8354511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8354908Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8355299Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8355687Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8356067Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8356448Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8356827Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8357204Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8357580Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8357957Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8358330Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8358725Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8359117Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8359509Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8360897Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8361274Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 37%] 2025-08-26T22:50:38.8361582Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2732s] [ 37%] 2025-08-26T22:50:38.8361889Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0231s] [ 37%] 2025-08-26T22:50:38.8362198Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0674s] [ 37%] 2025-08-26T22:50:38.8362501Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0460s] [ 37%] 2025-08-26T22:50:38.8362808Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0226s] [ 37%] 2025-08-26T22:50:38.8363113Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0225s] [ 37%] 2025-08-26T22:50:38.8363418Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0672s] [ 37%] 2025-08-26T22:50:38.8363751Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0456s] [ 37%] 2025-08-26T22:50:38.8364055Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0220s] [ 37%] 2025-08-26T22:50:38.8364378Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0220s] [ 37%] 2025-08-26T22:50:38.8364678Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0668s] [ 37%] 2025-08-26T22:50:38.8364996Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0464s] [ 37%] 2025-08-26T22:50:38.8365316Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0220s] [ 37%] 2025-08-26T22:50:38.8365618Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0218s] [ 37%] 2025-08-26T22:50:38.8365922Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1282s] [ 38%] 2025-08-26T22:50:38.8366225Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.2394s] [ 38%] 2025-08-26T22:50:38.8366534Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1447s] [ 38%] 2025-08-26T22:50:38.8366841Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1094s] [ 38%] 2025-08-26T22:50:38.8368085Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1398s] [ 38%] 2025-08-26T22:50:38.8368391Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.3687s] [ 38%] 2025-08-26T22:50:38.8368699Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1695s] [ 38%] 2025-08-26T22:50:38.8369030Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0280s] [ 38%] 2025-08-26T22:50:38.8369334Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1460s] [ 38%] 2025-08-26T22:50:38.8369656Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.5491s] [ 38%] 2025-08-26T22:50:38.8370054Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.3296s] [ 38%] 2025-08-26T22:50:38.8370373Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1580s] [ 38%] 2025-08-26T22:50:38.8370675Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2464s] [ 38%] 2025-08-26T22:50:38.8370975Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.6030s] [ 38%] 2025-08-26T22:50:38.8371279Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2763s] [ 38%] 2025-08-26T22:50:38.8371582Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.2277s] [ 38%] 2025-08-26T22:50:38.8371882Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2108s] [ 38%] 2025-08-26T22:50:38.8372187Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.5100s] [ 38%] 2025-08-26T22:50:38.8372493Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.3449s] [ 38%] 2025-08-26T22:50:38.8372799Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1859s] [ 38%] 2025-08-26T22:50:38.8373103Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2053s] [ 38%] 2025-08-26T22:50:38.8373429Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.5416s] [ 38%] 2025-08-26T22:50:38.8373752Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.3397s] [ 38%] 2025-08-26T22:50:38.8374058Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1861s] [ 38%] 2025-08-26T22:50:38.8374377Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2060s] [ 38%] 2025-08-26T22:50:38.8375654Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.5416s] [ 38%] 2025-08-26T22:50:38.8375958Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.3407s] [ 38%] 2025-08-26T22:50:38.8376261Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1858s] [ 38%] 2025-08-26T22:50:38.8376561Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2047s] [ 38%] 2025-08-26T22:50:38.8376864Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.5409s] [ 38%] 2025-08-26T22:50:38.8377167Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.3499s] [ 38%] 2025-08-26T22:50:38.8377472Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1781s] [ 38%] 2025-08-26T22:50:38.8377778Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2049s] [ 38%] 2025-08-26T22:50:38.8378080Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.5488s] [ 38%] 2025-08-26T22:50:38.8378403Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.3383s] [ 38%] 2025-08-26T22:50:38.8378707Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1565s] [ 38%] 2025-08-26T22:50:38.8379024Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1330s] [ 38%] 2025-08-26T22:50:38.8379324Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.3100s] [ 38%] 2025-08-26T22:50:38.8379640Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2890s] [ 38%] 2025-08-26T22:50:38.8380022Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1578s] [ 38%] 2025-08-26T22:50:38.8380324Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1679s] [ 38%] 2025-08-26T22:50:38.8380625Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.4003s] [ 38%] 2025-08-26T22:50:38.8380926Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1686s] [ 38%] 2025-08-26T22:50:38.8381226Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1096s] [ 38%] 2025-08-26T22:50:38.8381524Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2094s] [ 38%] 2025-08-26T22:50:38.8382765Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.4487s] [ 38%] 2025-08-26T22:50:38.8383075Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2114s] [ 38%] 2025-08-26T22:50:38.8383379Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1132s] [ 38%] 2025-08-26T22:50:38.8383710Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1764s] [ 38%] 2025-08-26T22:50:38.8384010Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.3890s] [ 38%] 2025-08-26T22:50:38.8384341Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2487s] [ 38%] 2025-08-26T22:50:38.8384674Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2422s] [ 38%] 2025-08-26T22:50:38.8384991Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1948s] [ 38%] 2025-08-26T22:50:38.8385296Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.4976s] [ 38%] 2025-08-26T22:50:38.8385601Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.3464s] [ 38%] 2025-08-26T22:50:38.8385909Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2325s] [ 38%] 2025-08-26T22:50:38.8386212Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2231s] [ 38%] 2025-08-26T22:50:38.8386514Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.5286s] [ 38%] 2025-08-26T22:50:38.8386817Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1621s] [ 38%] 2025-08-26T22:50:38.8387286Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1498s] [ 38%] 2025-08-26T22:50:38.8387588Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2159s] [ 38%] 2025-08-26T22:50:38.8387890Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.5729s] [ 38%] 2025-08-26T22:50:38.8388209Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2864s] [ 38%] 2025-08-26T22:50:38.8388525Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.2366s] [ 38%] 2025-08-26T22:50:38.8388825Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2496s] [ 38%] 2025-08-26T22:50:38.8390165Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.5199s] [ 38%] 2025-08-26T22:50:38.8390489Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.3551s] [ 38%] 2025-08-26T22:50:38.8390795Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1543s] [ 38%] 2025-08-26T22:50:38.8391100Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2114s] [ 38%] 2025-08-26T22:50:38.8391402Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.5758s] [ 38%] 2025-08-26T22:50:38.8391707Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.3426s] [ 38%] 2025-08-26T22:50:38.8392010Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1532s] [ 38%] 2025-08-26T22:50:38.8392313Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2006s] [ 38%] 2025-08-26T22:50:38.8392615Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.5785s] [ 38%] 2025-08-26T22:50:38.8392917Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.3430s] [ 38%] 2025-08-26T22:50:38.8393245Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1496s] [ 38%] 2025-08-26T22:50:38.8393547Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2049s] [ 38%] 2025-08-26T22:50:38.8393865Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.5785s] [ 38%] 2025-08-26T22:50:38.8394167Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.3431s] [ 38%] 2025-08-26T22:50:38.8394486Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1129s] [ 38%] 2025-08-26T22:50:38.8394799Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1713s] [ 38%] 2025-08-26T22:50:38.8395097Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.5532s] [ 38%] 2025-08-26T22:50:38.8395406Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.3171s] [ 38%] 2025-08-26T22:50:38.8395711Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0722s] [ 38%] 2025-08-26T22:50:38.8396014Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1074s] [ 38%] 2025-08-26T22:50:38.8397260Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.3034s] [ 38%] 2025-08-26T22:50:38.8397568Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2394s] [ 38%] 2025-08-26T22:50:38.8397876Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0376s] [ 38%] 2025-08-26T22:50:38.8398181Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1494s] [ 38%] 2025-08-26T22:50:38.8398670Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.4131s] [ 38%] 2025-08-26T22:50:38.8398976Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1748s] [ 38%] 2025-08-26T22:50:38.8399291Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0751s] [ 38%] 2025-08-26T22:50:38.8399608Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1723s] [ 38%] 2025-08-26T22:50:38.8399964Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.4638s] [ 38%] 2025-08-26T22:50:38.8400272Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2492s] [ 38%] 2025-08-26T22:50:38.8400577Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0777s] [ 38%] 2025-08-26T22:50:38.8400881Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1348s] [ 38%] 2025-08-26T22:50:38.8401191Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.3755s] [ 38%] 2025-08-26T22:50:38.8401500Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2717s] [ 38%] 2025-08-26T22:50:38.8401807Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1372s] [ 38%] 2025-08-26T22:50:38.8402112Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2328s] [ 38%] 2025-08-26T22:50:38.8402417Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.4038s] [ 38%] 2025-08-26T22:50:38.8402725Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.3140s] [ 38%] 2025-08-26T22:50:38.8403057Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1808s] [ 38%] 2025-08-26T22:50:38.8403380Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1913s] [ 38%] 2025-08-26T22:50:38.8403683Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.5632s] [ 38%] 2025-08-26T22:50:38.8404963Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.3974s] [ 38%] 2025-08-26T22:50:38.8405293Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1536s] [ 38%] 2025-08-26T22:50:38.8405594Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2317s] [ 38%] 2025-08-26T22:50:38.8405896Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.4715s] [ 38%] 2025-08-26T22:50:38.8406200Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.3217s] [ 38%] 2025-08-26T22:50:38.8406509Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1482s] [ 38%] 2025-08-26T22:50:38.8406814Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2116s] [ 38%] 2025-08-26T22:50:38.8407117Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.5621s] [ 38%] 2025-08-26T22:50:38.8407423Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.3702s] [ 38%] 2025-08-26T22:50:38.8407730Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1779s] [ 38%] 2025-08-26T22:50:38.8408051Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2293s] [ 39%] 2025-08-26T22:50:38.8408354Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.5589s] [ 39%] 2025-08-26T22:50:38.8408676Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.3490s] [ 39%] 2025-08-26T22:50:38.8408983Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1808s] [ 39%] 2025-08-26T22:50:38.8409302Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2308s] [ 39%] 2025-08-26T22:50:38.8409620Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.5472s] [ 39%] 2025-08-26T22:50:38.8409975Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.3486s] [ 39%] 2025-08-26T22:50:38.8410281Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1803s] [ 39%] 2025-08-26T22:50:38.8410583Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2307s] [ 39%] 2025-08-26T22:50:38.8410888Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.5411s] [ 39%] 2025-08-26T22:50:38.8412139Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.3558s] [ 39%] 2025-08-26T22:50:38.8412444Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1811s] [ 39%] 2025-08-26T22:50:38.8412749Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2311s] [ 39%] 2025-08-26T22:50:38.8413050Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.4904s] [ 39%] 2025-08-26T22:50:38.8413384Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.3237s] [ 39%] 2025-08-26T22:50:38.8413688Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1246s] [ 39%] 2025-08-26T22:50:38.8414017Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1682s] [ 39%] 2025-08-26T22:50:38.8414342Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.4774s] [ 39%] 2025-08-26T22:50:38.8414663Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2310s] [ 39%] 2025-08-26T22:50:38.8414969Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1333s] [ 39%] 2025-08-26T22:50:38.8415269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1904s] [ 39%] 2025-08-26T22:50:38.8415574Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.4763s] [ 39%] 2025-08-26T22:50:38.8415876Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2744s] [ 39%] 2025-08-26T22:50:38.8416176Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1226s] [ 39%] 2025-08-26T22:50:38.8416476Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1636s] [ 39%] 2025-08-26T22:50:38.8416775Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.4986s] [ 39%] 2025-08-26T22:50:38.8417077Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2498s] [ 39%] 2025-08-26T22:50:38.8417379Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1359s] [ 39%] 2025-08-26T22:50:38.8417692Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1912s] [ 39%] 2025-08-26T22:50:38.8418004Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.4525s] [ 39%] 2025-08-26T22:50:38.8419235Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2796s] [ 39%] 2025-08-26T22:50:38.8419557Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1671s] [ 39%] 2025-08-26T22:50:38.8419921Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2213s] [ 39%] 2025-08-26T22:50:38.8420225Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.5442s] [ 39%] 2025-08-26T22:50:38.8420532Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.3989s] [ 39%] 2025-08-26T22:50:38.8420835Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1586s] [ 39%] 2025-08-26T22:50:38.8421139Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2289s] [ 39%] 2025-08-26T22:50:38.8421441Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.5280s] [ 39%] 2025-08-26T22:50:38.8421744Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.3495s] [ 39%] 2025-08-26T22:50:38.8422047Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1793s] [ 39%] 2025-08-26T22:50:38.8422351Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2256s] [ 39%] 2025-08-26T22:50:38.8422679Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.5739s] [ 39%] 2025-08-26T22:50:38.8422981Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.3550s] [ 39%] 2025-08-26T22:50:38.8423300Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1643s] [ 39%] 2025-08-26T22:50:38.8423597Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2288s] [ 39%] 2025-08-26T22:50:38.8423914Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.5851s] [ 39%] 2025-08-26T22:50:38.8424237Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.3469s] [ 39%] 2025-08-26T22:50:38.8424541Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1816s] [ 39%] 2025-08-26T22:50:38.8424845Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2384s] [ 39%] 2025-08-26T22:50:38.8425147Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.5517s] [ 39%] 2025-08-26T22:50:38.8426390Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.3503s] [ 39%] 2025-08-26T22:50:38.8426697Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1813s] [ 39%] 2025-08-26T22:50:38.8427053Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2384s] [ 39%] 2025-08-26T22:50:38.8427356Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.5405s] [ 39%] 2025-08-26T22:50:38.8427656Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.3432s] [ 39%] 2025-08-26T22:50:38.8427980Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1589s] [ 39%] 2025-08-26T22:50:38.8428280Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2370s] [ 39%] 2025-08-26T22:50:38.8428595Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.5401s] [ 39%] 2025-08-26T22:50:38.8428910Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.3439s] [ 39%] 2025-08-26T22:50:38.8429224Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1883s] [ 39%] 2025-08-26T22:50:38.8429526Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2389s] [ 39%] 2025-08-26T22:50:38.8429871Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.5406s] [ 39%] 2025-08-26T22:50:38.8430177Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.3281s] [ 39%] 2025-08-26T22:50:38.8430479Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1016s] [ 39%] 2025-08-26T22:50:38.8430782Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1206s] [ 39%] 2025-08-26T22:50:38.8431085Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.3220s] [ 39%] 2025-08-26T22:50:38.8431390Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2234s] [ 39%] 2025-08-26T22:50:38.8431697Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0861s] [ 39%] 2025-08-26T22:50:38.8432001Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1084s] [ 39%] 2025-08-26T22:50:38.8432333Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.3283s] [ 39%] 2025-08-26T22:50:38.8432648Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2199s] [ 39%] 2025-08-26T22:50:38.8433896Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1025s] [ 39%] 2025-08-26T22:50:38.8434217Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1206s] [ 39%] 2025-08-26T22:50:38.8434531Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.3255s] [ 39%] 2025-08-26T22:50:38.8434833Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1952s] [ 39%] 2025-08-26T22:50:38.8435134Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0758s] [ 39%] 2025-08-26T22:50:38.8435436Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1103s] [ 39%] 2025-08-26T22:50:38.8435735Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.3605s] [ 39%] 2025-08-26T22:50:38.8436038Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2232s] [ 39%] 2025-08-26T22:50:38.8436342Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1081s] [ 39%] 2025-08-26T22:50:38.8436644Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1697s] [ 39%] 2025-08-26T22:50:38.8436946Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.4333s] [ 39%] 2025-08-26T22:50:38.8437265Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.3160s] [ 39%] 2025-08-26T22:50:38.8437570Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1423s] [ 39%] 2025-08-26T22:50:38.8437884Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1691s] [ 39%] 2025-08-26T22:50:38.8438186Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.4473s] [ 39%] 2025-08-26T22:50:38.8438502Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2782s] [ 39%] 2025-08-26T22:50:38.8438813Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1413s] [ 39%] 2025-08-26T22:50:38.8439112Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1679s] [ 39%] 2025-08-26T22:50:38.8439410Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.4648s] [ 39%] 2025-08-26T22:50:38.8439777Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.3043s] [ 39%] 2025-08-26T22:50:38.8441019Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1212s] [ 39%] 2025-08-26T22:50:38.8441320Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1687s] [ 39%] 2025-08-26T22:50:38.8441622Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.4633s] [ 39%] 2025-08-26T22:50:38.8441928Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2972s] [ 39%] 2025-08-26T22:50:38.8442230Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1312s] [ 39%] 2025-08-26T22:50:38.8442560Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1756s] [ 39%] 2025-08-26T22:50:38.8442864Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.4538s] [ 39%] 2025-08-26T22:50:38.8443188Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2974s] [ 39%] 2025-08-26T22:50:38.8443511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1309s] [ 39%] 2025-08-26T22:50:38.8443829Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1479s] [ 39%] 2025-08-26T22:50:38.8444130Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.4789s] [ 39%] 2025-08-26T22:50:38.8444430Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2702s] [ 39%] 2025-08-26T22:50:38.8444730Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1425s] [ 39%] 2025-08-26T22:50:38.8445030Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1680s] [ 39%] 2025-08-26T22:50:38.8445330Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.4734s] [ 39%] 2025-08-26T22:50:38.8445632Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2711s] [ 39%] 2025-08-26T22:50:38.8445933Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1423s] [ 39%] 2025-08-26T22:50:38.8446232Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1688s] [ 39%] 2025-08-26T22:50:38.8446532Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.4722s] [ 39%] 2025-08-26T22:50:38.8446847Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2683s] [ 39%] 2025-08-26T22:50:38.8448079Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1026s] [ 39%] 2025-08-26T22:50:38.8448400Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1231s] [ 39%] 2025-08-26T22:50:38.8448711Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.3388s] [ 39%] 2025-08-26T22:50:38.8449031Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2128s] [ 39%] 2025-08-26T22:50:38.8449332Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1064s] [ 39%] 2025-08-26T22:50:38.8449631Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1037s] [ 40%] 2025-08-26T22:50:38.8449992Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.3294s] [ 40%] 2025-08-26T22:50:38.8450290Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2157s] [ 40%] 2025-08-26T22:50:38.8450592Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0987s] [ 40%] 2025-08-26T22:50:38.8450888Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1213s] [ 40%] 2025-08-26T22:50:38.8451185Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.3287s] [ 40%] 2025-08-26T22:50:38.8451484Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2089s] [ 40%] 2025-08-26T22:50:38.8451783Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1008s] [ 40%] 2025-08-26T22:50:38.8452111Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1216s] [ 40%] 2025-08-26T22:50:38.8452437Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.3416s] [ 40%] 2025-08-26T22:50:38.8452739Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2011s] [ 40%] 2025-08-26T22:50:38.8453066Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1145s] [ 40%] 2025-08-26T22:50:38.8453384Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1686s] [ 40%] 2025-08-26T22:50:38.8453685Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.4885s] [ 40%] 2025-08-26T22:50:38.8453988Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2889s] [ 40%] 2025-08-26T22:50:38.8455234Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1081s] [ 40%] 2025-08-26T22:50:38.8455538Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1840s] [ 40%] 2025-08-26T22:50:38.8455839Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.4961s] [ 40%] 2025-08-26T22:50:38.8456141Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2818s] [ 40%] 2025-08-26T22:50:38.8456439Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1151s] [ 40%] 2025-08-26T22:50:38.8456736Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1683s] [ 40%] 2025-08-26T22:50:38.8457054Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.4880s] [ 40%] 2025-08-26T22:50:38.8457354Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2694s] [ 40%] 2025-08-26T22:50:38.8457667Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1421s] [ 40%] 2025-08-26T22:50:38.8457964Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1682s] [ 40%] 2025-08-26T22:50:38.8458280Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.4433s] [ 40%] 2025-08-26T22:50:38.8458595Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.3188s] [ 40%] 2025-08-26T22:50:38.8458898Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1317s] [ 40%] 2025-08-26T22:50:38.8459199Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1545s] [ 40%] 2025-08-26T22:50:38.8459499Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.4531s] [ 40%] 2025-08-26T22:50:38.8459863Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.2939s] [ 40%] 2025-08-26T22:50:38.8460167Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1283s] [ 40%] 2025-08-26T22:50:38.8460472Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1401s] [ 40%] 2025-08-26T22:50:38.8460774Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.4836s] [ 40%] 2025-08-26T22:50:38.8461072Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2659s] [ 40%] 2025-08-26T22:50:38.8461394Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0821s] [ 40%] 2025-08-26T22:50:38.8462632Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1346s] [ 40%] 2025-08-26T22:50:38.8462951Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.4700s] [ 40%] 2025-08-26T22:50:38.8463249Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.2509s] [ 40%] 2025-08-26T22:50:38.8463568Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.1420s] [ 40%] 2025-08-26T22:50:38.8463884Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1687s] [ 40%] 2025-08-26T22:50:38.8464182Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.4778s] [ 40%] 2025-08-26T22:50:38.8464485Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 40%] 2025-08-26T22:50:38.8464788Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 40%] 2025-08-26T22:50:38.8465090Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0063s] [ 40%] 2025-08-26T22:50:38.8465391Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0057s] [ 40%] 2025-08-26T22:50:38.8465698Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0038s] [ 40%] 2025-08-26T22:50:38.8466001Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 40%] 2025-08-26T22:50:38.8466304Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0063s] [ 40%] 2025-08-26T22:50:38.8466618Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0056s] [ 40%] 2025-08-26T22:50:38.8466917Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0038s] [ 40%] 2025-08-26T22:50:38.8467271Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0038s] [ 40%] 2025-08-26T22:50:38.8467586Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0063s] [ 40%] 2025-08-26T22:50:38.8467895Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0055s] [ 40%] 2025-08-26T22:50:38.8468194Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0038s] [ 40%] 2025-08-26T22:50:38.8468494Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0038s] [ 40%] 2025-08-26T22:50:38.8469800Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0063s] [ 40%] 2025-08-26T22:50:38.8470101Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0055s] [ 40%] 2025-08-26T22:50:38.8470404Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0039s] [ 40%] 2025-08-26T22:50:38.8470710Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0038s] [ 40%] 2025-08-26T22:50:38.8471010Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0064s] [ 40%] 2025-08-26T22:50:38.8471310Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0057s] [ 40%] 2025-08-26T22:50:38.8471618Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0038s] [ 40%] 2025-08-26T22:50:38.8471949Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0038s] [ 40%] 2025-08-26T22:50:38.8472250Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0064s] [ 40%] 2025-08-26T22:50:38.8472568Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0056s] [ 40%] 2025-08-26T22:50:38.8472882Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0038s] [ 40%] 2025-08-26T22:50:38.8473195Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0039s] [ 40%] 2025-08-26T22:50:38.8473492Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0064s] [ 40%] 2025-08-26T22:50:38.8473792Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0057s] [ 40%] 2025-08-26T22:50:38.8474093Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0038s] [ 40%] 2025-08-26T22:50:38.8474392Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0038s] [ 40%] 2025-08-26T22:50:38.8474690Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0064s] [ 40%] 2025-08-26T22:50:38.8474987Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0053s] [ 40%] 2025-08-26T22:50:38.8475288Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 40%] 2025-08-26T22:50:38.8475590Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 40%] 2025-08-26T22:50:38.8476913Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0062s] [ 40%] 2025-08-26T22:50:38.8477247Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0053s] [ 40%] 2025-08-26T22:50:38.8477565Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 40%] 2025-08-26T22:50:38.8477867Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 40%] 2025-08-26T22:50:38.8478188Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0063s] [ 40%] 2025-08-26T22:50:38.8478505Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0052s] [ 40%] 2025-08-26T22:50:38.8478806Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 40%] 2025-08-26T22:50:38.8479113Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 40%] 2025-08-26T22:50:38.8479418Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0062s] [ 40%] 2025-08-26T22:50:38.8479835Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0053s] [ 40%] 2025-08-26T22:50:38.8480164Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 40%] 2025-08-26T22:50:38.8480508Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 40%] 2025-08-26T22:50:38.8480856Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0062s] [ 40%] 2025-08-26T22:50:38.8481172Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0053s] [ 40%] 2025-08-26T22:50:38.8481583Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8481966Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8482361Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8486387Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8486821Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8487212Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8487599Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8487980Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8488363Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8488742Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8489124Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8489523Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8489999Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8490407Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8490807Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8497031Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8497437Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8497824Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8498202Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8498591Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8498981Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8499370Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8499837Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8500254Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8500650Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8501034Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0009s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 40%] 2025-08-26T22:50:38.8501435Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8501842Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8502230Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8502606Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8502989Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8503369Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8503757Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8504137Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8504525Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8504903Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8505303Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8505700Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8506090Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8506468Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8506845Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8507286Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8507661Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8508037Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8508416Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8508808Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8509182Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8509568Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8509969Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 41%] 2025-08-26T22:50:38.8510287Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 41%] 2025-08-26T22:50:38.8510590Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0065s] [ 41%] 2025-08-26T22:50:38.8510889Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0052s] [ 41%] 2025-08-26T22:50:38.8511197Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 41%] 2025-08-26T22:50:38.8511499Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 41%] 2025-08-26T22:50:38.8511800Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0064s] [ 41%] 2025-08-26T22:50:38.8512102Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0052s] [ 41%] 2025-08-26T22:50:38.8512407Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 41%] 2025-08-26T22:50:38.8512706Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 41%] 2025-08-26T22:50:38.8513001Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0064s] [ 41%] 2025-08-26T22:50:38.8513323Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0052s] [ 41%] 2025-08-26T22:50:38.8513624Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 41%] 2025-08-26T22:50:38.8513939Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 41%] 2025-08-26T22:50:38.8514251Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0064s] [ 41%] 2025-08-26T22:50:38.8514569Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0052s] [ 41%] 2025-08-26T22:50:38.8514876Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 41%] 2025-08-26T22:50:38.8515179Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 41%] 2025-08-26T22:50:38.8515481Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0066s] [ 41%] 2025-08-26T22:50:38.8515783Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0053s] [ 41%] 2025-08-26T22:50:38.8516085Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 41%] 2025-08-26T22:50:38.8516389Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 41%] 2025-08-26T22:50:38.8516691Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0066s] [ 41%] 2025-08-26T22:50:38.8516997Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0054s] [ 41%] 2025-08-26T22:50:38.8517299Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 41%] 2025-08-26T22:50:38.8517618Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 41%] 2025-08-26T22:50:38.8517926Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0066s] [ 41%] 2025-08-26T22:50:38.8518221Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0692s] [ 41%] 2025-08-26T22:50:38.8518532Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0040s] [ 41%] 2025-08-26T22:50:38.8518843Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 41%] 2025-08-26T22:50:38.8519147Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0066s] [ 41%] 2025-08-26T22:50:38.8519445Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0053s] [ 41%] 2025-08-26T22:50:38.8519810Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 41%] 2025-08-26T22:50:38.8520116Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 41%] 2025-08-26T22:50:38.8520418Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0076s] [ 41%] 2025-08-26T22:50:38.8520721Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0064s] [ 41%] 2025-08-26T22:50:38.8521025Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 41%] 2025-08-26T22:50:38.8521333Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 41%] 2025-08-26T22:50:38.8521656Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0066s] [ 41%] 2025-08-26T22:50:38.8521957Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0053s] [ 41%] 2025-08-26T22:50:38.8522273Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 41%] 2025-08-26T22:50:38.8522570Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 41%] 2025-08-26T22:50:38.8522888Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0065s] [ 41%] 2025-08-26T22:50:38.8523200Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0053s] [ 41%] 2025-08-26T22:50:38.8523505Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 41%] 2025-08-26T22:50:38.8523807Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 41%] 2025-08-26T22:50:38.8524105Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0065s] [ 41%] 2025-08-26T22:50:38.8524407Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0053s] [ 41%] 2025-08-26T22:50:38.8524786Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8525164Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8525542Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8525934Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8526313Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8526710Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8527107Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8527502Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8527876Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8528255Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8528628Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8529003Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8529381Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8529823Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8530199Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8530625Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8531032Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8533787Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8534190Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8534567Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8534951Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8535340Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8535719Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8536100Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8536480Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8536858Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8537245Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8537625Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8538015Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0009s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8538406Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8538798Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8539172Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8539553Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8540000Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8540383Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8540763Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8541142Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8542767Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8543151Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8543546Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8543939Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8544330Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8544704Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8545079Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8545455Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8545832Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 41%] 2025-08-26T22:50:38.8546206Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8546581Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8546885Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 42%] 2025-08-26T22:50:38.8547286Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 42%] 2025-08-26T22:50:38.8547585Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 42%] 2025-08-26T22:50:38.8547897Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 42%] 2025-08-26T22:50:38.8548220Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 42%] 2025-08-26T22:50:38.8548532Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 42%] 2025-08-26T22:50:38.8548832Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 42%] 2025-08-26T22:50:38.8549129Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 42%] 2025-08-26T22:50:38.8549425Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 42%] 2025-08-26T22:50:38.8550878Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 42%] 2025-08-26T22:50:38.8551176Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 42%] 2025-08-26T22:50:38.8551474Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 42%] 2025-08-26T22:50:38.8551773Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 42%] 2025-08-26T22:50:38.8552069Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 42%] 2025-08-26T22:50:38.8552364Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 42%] 2025-08-26T22:50:38.8552687Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 42%] 2025-08-26T22:50:38.8553004Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 42%] 2025-08-26T22:50:38.8553301Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 42%] 2025-08-26T22:50:38.8553617Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 42%] 2025-08-26T22:50:38.8553931Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 42%] 2025-08-26T22:50:38.8554232Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 42%] 2025-08-26T22:50:38.8554533Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 42%] 2025-08-26T22:50:38.8554835Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 42%] 2025-08-26T22:50:38.8555133Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 42%] 2025-08-26T22:50:38.8555427Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 42%] 2025-08-26T22:50:38.8555725Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 42%] 2025-08-26T22:50:38.8556021Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 42%] 2025-08-26T22:50:38.8556315Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 42%] 2025-08-26T22:50:38.8556613Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 42%] 2025-08-26T22:50:38.8557965Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 42%] 2025-08-26T22:50:38.8558281Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 42%] 2025-08-26T22:50:38.8558578Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 42%] 2025-08-26T22:50:38.8559284Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 42%] 2025-08-26T22:50:38.8559607Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 42%] 2025-08-26T22:50:38.8559967Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 42%] 2025-08-26T22:50:38.8560268Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 42%] 2025-08-26T22:50:38.8560571Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 42%] 2025-08-26T22:50:38.8560877Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 42%] 2025-08-26T22:50:38.8561179Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 42%] 2025-08-26T22:50:38.8561482Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 42%] 2025-08-26T22:50:38.8561783Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 42%] 2025-08-26T22:50:38.8562082Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 42%] 2025-08-26T22:50:38.8562398Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 42%] 2025-08-26T22:50:38.8562693Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 42%] 2025-08-26T22:50:38.8563008Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 42%] 2025-08-26T22:50:38.8563306Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 42%] 2025-08-26T22:50:38.8563621Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 42%] 2025-08-26T22:50:38.8563935Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 42%] 2025-08-26T22:50:38.8564315Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8565724Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8566101Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8566475Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8566853Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8567230Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8567606Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8568002Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8568395Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8568783Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8569166Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8569541Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8569971Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8570349Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8570723Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8571097Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8571476Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8571856Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8572253Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8572627Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8573024Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8574444Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8574842Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8575220Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8575595Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8575969Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8576339Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8576710Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8577086Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8577481Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8577855Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8578239Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8578629Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8579017Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8579392Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8579827Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8580205Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8580583Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8580959Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8581334Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8581708Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8583148Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8583541Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8583911Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8584303Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8584696Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8585066Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8585441Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 42%] 2025-08-26T22:50:38.8585750Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0081s] [ 42%] 2025-08-26T22:50:38.8586056Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0076s] [ 42%] 2025-08-26T22:50:38.8586361Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0236s] [ 42%] 2025-08-26T22:50:38.8586665Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0157s] [ 42%] 2025-08-26T22:50:38.8587019Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0076s] [ 42%] 2025-08-26T22:50:38.8587346Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0076s] [ 42%] 2025-08-26T22:50:38.8587652Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0236s] [ 42%] 2025-08-26T22:50:38.8587971Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0156s] [ 42%] 2025-08-26T22:50:38.8588285Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0076s] [ 42%] 2025-08-26T22:50:38.8588600Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0076s] [ 42%] 2025-08-26T22:50:38.8588899Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0237s] [ 42%] 2025-08-26T22:50:38.8589198Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0564s] [ 42%] 2025-08-26T22:50:38.8589501Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0076s] [ 42%] 2025-08-26T22:50:38.8590884Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0483s] [ 42%] 2025-08-26T22:50:38.8591189Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1034s] [ 42%] 2025-08-26T22:50:38.8591491Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0165s] [ 42%] 2025-08-26T22:50:38.8591797Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0179s] [ 42%] 2025-08-26T22:50:38.8592102Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0367s] [ 42%] 2025-08-26T22:50:38.8592403Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1516s] [ 43%] 2025-08-26T22:50:38.8592746Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0649s] [ 43%] 2025-08-26T22:50:38.8593051Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0550s] [ 43%] 2025-08-26T22:50:38.8593377Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0088s] [ 43%] 2025-08-26T22:50:38.8593696Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.1313s] [ 43%] 2025-08-26T22:50:38.8594016Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0586s] [ 43%] 2025-08-26T22:50:38.8594318Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0209s] [ 43%] 2025-08-26T22:50:38.8594618Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0393s] [ 43%] 2025-08-26T22:50:38.8594918Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1293s] [ 43%] 2025-08-26T22:50:38.8595217Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0793s] [ 43%] 2025-08-26T22:50:38.8595520Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0326s] [ 43%] 2025-08-26T22:50:38.8595824Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0171s] [ 43%] 2025-08-26T22:50:38.8596125Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.1328s] [ 43%] 2025-08-26T22:50:38.8596425Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0183s] [ 43%] 2025-08-26T22:50:38.8596728Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0086s] [ 43%] 2025-08-26T22:50:38.8598070Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0084s] [ 43%] 2025-08-26T22:50:38.8598387Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0266s] [ 43%] 2025-08-26T22:50:38.8598691Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0187s] [ 43%] 2025-08-26T22:50:38.8599015Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0084s] [ 43%] 2025-08-26T22:50:38.8599332Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0085s] [ 43%] 2025-08-26T22:50:38.8599640Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0396s] [ 43%] 2025-08-26T22:50:38.8600016Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0176s] [ 43%] 2025-08-26T22:50:38.8600318Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0220s] [ 43%] 2025-08-26T22:50:38.8600620Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0087s] [ 43%] 2025-08-26T22:50:38.8600922Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0291s] [ 43%] 2025-08-26T22:50:38.8601225Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0603s] [ 43%] 2025-08-26T22:50:38.8601527Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0086s] [ 43%] 2025-08-26T22:50:38.8601829Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0085s] [ 43%] 2025-08-26T22:50:38.8602164Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0266s] [ 43%] 2025-08-26T22:50:38.8602466Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0187s] [ 43%] 2025-08-26T22:50:38.8602866Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8603268Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8603678Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8604057Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8604441Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8605835Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8606217Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8606600Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8606980Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8607357Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8607750Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8608137Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8608530Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8608921Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8609300Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8609728Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8610108Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8610489Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8610869Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8611249Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8611632Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8612034Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8612414Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8612811Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8613205Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8614621Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8615002Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8615378Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8615759Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8616140Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8616522Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8616906Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8617309Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8617690Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8618079Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8618469Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8618862Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8619247Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8619627Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8620059Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8620437Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8620815Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8621191Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8621597Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8621974Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8623393Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8623799Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8624190Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 43%] 2025-08-26T22:50:38.8624496Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0082s] [ 43%] 2025-08-26T22:50:38.8624813Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0079s] [ 43%] 2025-08-26T22:50:38.8625116Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0249s] [ 43%] 2025-08-26T22:50:38.8625419Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0164s] [ 43%] 2025-08-26T22:50:38.8625723Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0079s] [ 43%] 2025-08-26T22:50:38.8626030Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0084s] [ 43%] 2025-08-26T22:50:38.8626331Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0250s] [ 43%] 2025-08-26T22:50:38.8626634Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0167s] [ 43%] 2025-08-26T22:50:38.8627001Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0075s] [ 43%] 2025-08-26T22:50:38.8627303Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0075s] [ 43%] 2025-08-26T22:50:38.8627621Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0248s] [ 43%] 2025-08-26T22:50:38.8627918Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0163s] [ 43%] 2025-08-26T22:50:38.8628235Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0076s] [ 43%] 2025-08-26T22:50:38.8628550Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0076s] [ 43%] 2025-08-26T22:50:38.8628849Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0248s] [ 43%] 2025-08-26T22:50:38.8629152Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0164s] [ 43%] 2025-08-26T22:50:38.8629459Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0086s] [ 43%] 2025-08-26T22:50:38.8630851Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0086s] [ 43%] 2025-08-26T22:50:38.8631156Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0284s] [ 43%] 2025-08-26T22:50:38.8631463Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0189s] [ 43%] 2025-08-26T22:50:38.8631770Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0087s] [ 43%] 2025-08-26T22:50:38.8632073Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0087s] [ 43%] 2025-08-26T22:50:38.8632407Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0283s] [ 43%] 2025-08-26T22:50:38.8632713Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0188s] [ 43%] 2025-08-26T22:50:38.8633033Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0087s] [ 43%] 2025-08-26T22:50:38.8633352Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0088s] [ 43%] 2025-08-26T22:50:38.8633669Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0284s] [ 43%] 2025-08-26T22:50:38.8633970Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0187s] [ 43%] 2025-08-26T22:50:38.8634271Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0087s] [ 43%] 2025-08-26T22:50:38.8634574Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0087s] [ 43%] 2025-08-26T22:50:38.8634875Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0284s] [ 43%] 2025-08-26T22:50:38.8635177Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0187s] [ 43%] 2025-08-26T22:50:38.8635482Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0087s] [ 43%] 2025-08-26T22:50:38.8635787Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0086s] [ 43%] 2025-08-26T22:50:38.8636089Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0283s] [ 43%] 2025-08-26T22:50:38.8636390Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0188s] [ 43%] 2025-08-26T22:50:38.8636713Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0089s] [ 43%] 2025-08-26T22:50:38.8637032Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0086s] [ 43%] 2025-08-26T22:50:38.8638337Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0283s] [ 44%] 2025-08-26T22:50:38.8638655Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0186s] [ 44%] 2025-08-26T22:50:38.8638969Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0085s] [ 44%] 2025-08-26T22:50:38.8639272Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0084s] [ 44%] 2025-08-26T22:50:38.8639571Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0281s] [ 44%] 2025-08-26T22:50:38.8639934Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0184s] [ 44%] 2025-08-26T22:50:38.8640236Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0085s] [ 44%] 2025-08-26T22:50:38.8640541Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0085s] [ 44%] 2025-08-26T22:50:38.8640842Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0282s] [ 44%] 2025-08-26T22:50:38.8641142Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0184s] [ 44%] 2025-08-26T22:50:38.8641524Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8641933Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8642312Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8642717Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8643113Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8643511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8643888Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8644267Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8644645Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8645024Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8646421Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8646799Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8647195Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8647573Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8647962Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8648356Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8648751Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8649131Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8649511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8649949Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8650333Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8650724Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8651108Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8651488Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8651888Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8652286Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8652681Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8653076Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8653454Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8653834Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8655271Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8655648Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8656028Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8656413Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8656792Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8657193Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8657590Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0008s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8657987Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8658382Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8658764Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8659141Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8659519Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8659977Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8660356Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8660736Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8661116Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8661525Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8661901Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8662233Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0038s] [ 44%] 2025-08-26T22:50:38.8663583Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 44%] 2025-08-26T22:50:38.8663901Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0096s] [ 44%] 2025-08-26T22:50:38.8664204Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0070s] [ 44%] 2025-08-26T22:50:38.8664508Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 44%] 2025-08-26T22:50:38.8664813Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 44%] 2025-08-26T22:50:38.8665113Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0095s] [ 44%] 2025-08-26T22:50:38.8665412Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0069s] [ 44%] 2025-08-26T22:50:38.8665711Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0037s] [ 44%] 2025-08-26T22:50:38.8666010Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 44%] 2025-08-26T22:50:38.8666308Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0095s] [ 44%] 2025-08-26T22:50:38.8666619Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0067s] [ 44%] 2025-08-26T22:50:38.8666920Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 44%] 2025-08-26T22:50:38.8667272Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 44%] 2025-08-26T22:50:38.8667568Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0095s] [ 44%] 2025-08-26T22:50:38.8667880Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0069s] [ 44%] 2025-08-26T22:50:38.8668197Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0048s] [ 44%] 2025-08-26T22:50:38.8668500Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0048s] [ 44%] 2025-08-26T22:50:38.8668803Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0134s] [ 44%] 2025-08-26T22:50:38.8669105Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0103s] [ 44%] 2025-08-26T22:50:38.8669409Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0048s] [ 44%] 2025-08-26T22:50:38.8669788Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0047s] [ 44%] 2025-08-26T22:50:38.8671111Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0135s] [ 44%] 2025-08-26T22:50:38.8671416Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0102s] [ 44%] 2025-08-26T22:50:38.8671715Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0047s] [ 44%] 2025-08-26T22:50:38.8672044Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0048s] [ 44%] 2025-08-26T22:50:38.8672341Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0136s] [ 44%] 2025-08-26T22:50:38.8672656Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0103s] [ 44%] 2025-08-26T22:50:38.8672955Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0047s] [ 44%] 2025-08-26T22:50:38.8673275Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0047s] [ 44%] 2025-08-26T22:50:38.8673589Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0140s] [ 44%] 2025-08-26T22:50:38.8673887Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0104s] [ 44%] 2025-08-26T22:50:38.8674190Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0047s] [ 44%] 2025-08-26T22:50:38.8674494Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0047s] [ 44%] 2025-08-26T22:50:38.8674794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0135s] [ 44%] 2025-08-26T22:50:38.8675093Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0099s] [ 44%] 2025-08-26T22:50:38.8675397Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0048s] [ 44%] 2025-08-26T22:50:38.8675700Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0047s] [ 44%] 2025-08-26T22:50:38.8676001Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0134s] [ 44%] 2025-08-26T22:50:38.8676318Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0099s] [ 44%] 2025-08-26T22:50:38.8676619Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0047s] [ 44%] 2025-08-26T22:50:38.8676931Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0047s] [ 44%] 2025-08-26T22:50:38.8678336Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0133s] [ 44%] 2025-08-26T22:50:38.8678655Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0097s] [ 44%] 2025-08-26T22:50:38.8678955Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0047s] [ 44%] 2025-08-26T22:50:38.8679255Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0046s] [ 44%] 2025-08-26T22:50:38.8679554Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0132s] [ 44%] 2025-08-26T22:50:38.8679916Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0099s] [ 44%] 2025-08-26T22:50:38.8680297Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8680678Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8681055Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8681432Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8681831Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8682232Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8682610Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8683004Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8683395Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8683770Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 44%] 2025-08-26T22:50:38.8684145Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8684519Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8684896Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8685274Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8686662Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8687059Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8687439Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8687831Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8688223Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8688611Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8688990Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8689371Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8689812Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8690192Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8690569Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8690946Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8691343Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8691716Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8692108Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8692508Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8692898Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8693272Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8693650Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8694028Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8695423Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8695805Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8696185Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8696565Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8696960Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8697351Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8697744Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8698137Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8698511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8698884Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8699262Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8699638Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8700088Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8700468Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8700770Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 45%] 2025-08-26T22:50:38.8701092Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 45%] 2025-08-26T22:50:38.8701391Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 45%] 2025-08-26T22:50:38.8701706Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 45%] 2025-08-26T22:50:38.8702009Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 45%] 2025-08-26T22:50:38.8702326Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 45%] 2025-08-26T22:50:38.8703669Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 45%] 2025-08-26T22:50:38.8703972Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 45%] 2025-08-26T22:50:38.8704271Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 45%] 2025-08-26T22:50:38.8704568Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 45%] 2025-08-26T22:50:38.8704863Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 45%] 2025-08-26T22:50:38.8705158Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 45%] 2025-08-26T22:50:38.8705456Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 45%] 2025-08-26T22:50:38.8705757Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 45%] 2025-08-26T22:50:38.8706054Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 45%] 2025-08-26T22:50:38.8706370Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 45%] 2025-08-26T22:50:38.8706672Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 45%] 2025-08-26T22:50:38.8707070Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 45%] 2025-08-26T22:50:38.8707370Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 45%] 2025-08-26T22:50:38.8707683Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 45%] 2025-08-26T22:50:38.8707999Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 45%] 2025-08-26T22:50:38.8708302Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 45%] 2025-08-26T22:50:38.8708603Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 45%] 2025-08-26T22:50:38.8708904Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 45%] 2025-08-26T22:50:38.8709202Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 45%] 2025-08-26T22:50:38.8709500Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 45%] 2025-08-26T22:50:38.8710867Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 45%] 2025-08-26T22:50:38.8711167Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 45%] 2025-08-26T22:50:38.8711470Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 45%] 2025-08-26T22:50:38.8711821Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 45%] 2025-08-26T22:50:38.8712119Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 45%] 2025-08-26T22:50:38.8712444Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 45%] 2025-08-26T22:50:38.8712764Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 45%] 2025-08-26T22:50:38.8713081Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 45%] 2025-08-26T22:50:38.8713381Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 45%] 2025-08-26T22:50:38.8713685Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 45%] 2025-08-26T22:50:38.8713989Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 45%] 2025-08-26T22:50:38.8714291Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 45%] 2025-08-26T22:50:38.8714590Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 45%] 2025-08-26T22:50:38.8714891Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 45%] 2025-08-26T22:50:38.8715188Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 45%] 2025-08-26T22:50:38.8715487Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 45%] 2025-08-26T22:50:38.8715782Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 45%] 2025-08-26T22:50:38.8716094Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 45%] 2025-08-26T22:50:38.8716393Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 45%] 2025-08-26T22:50:38.8716710Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 45%] 2025-08-26T22:50:38.8718031Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 45%] 2025-08-26T22:50:38.8718343Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 45%] 2025-08-26T22:50:38.8718723Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8719105Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8719481Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8719903Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8720283Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8720659Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8721037Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8721436Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8721811Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8722207Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8722595Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8722985Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8723358Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8723733Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8724109Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8724480Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8724858Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8725234Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8726645Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8727024Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8727416Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8727812Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8728201Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8728575Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8728950Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8729324Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8729755Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8730134Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8730509Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8730885Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 45%] 2025-08-26T22:50:38.8731280Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8731673Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8732054Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8732450Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8732842Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8733216Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8733594Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8733974Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8735505Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8735888Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8736264Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8736656Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8737029Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8737418Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8737810Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8738198Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8738571Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8738944Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8739248Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 46%] 2025-08-26T22:50:38.8739550Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 46%] 2025-08-26T22:50:38.8739930Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 46%] 2025-08-26T22:50:38.8740232Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 46%] 2025-08-26T22:50:38.8740536Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 46%] 2025-08-26T22:50:38.8740838Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 46%] 2025-08-26T22:50:38.8741161Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 46%] 2025-08-26T22:50:38.8741479Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 46%] 2025-08-26T22:50:38.8741777Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 46%] 2025-08-26T22:50:38.8742097Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 46%] 2025-08-26T22:50:38.8743526Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 46%] 2025-08-26T22:50:38.8743827Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 46%] 2025-08-26T22:50:38.8744126Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 46%] 2025-08-26T22:50:38.8744426Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 46%] 2025-08-26T22:50:38.8744723Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 46%] 2025-08-26T22:50:38.8745018Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 46%] 2025-08-26T22:50:38.8745323Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 46%] 2025-08-26T22:50:38.8745625Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 46%] 2025-08-26T22:50:38.8745925Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 46%] 2025-08-26T22:50:38.8746244Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 46%] 2025-08-26T22:50:38.8746547Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 46%] 2025-08-26T22:50:38.8746863Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 46%] 2025-08-26T22:50:38.8747209Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 46%] 2025-08-26T22:50:38.8747525Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 46%] 2025-08-26T22:50:38.8747838Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 46%] 2025-08-26T22:50:38.8748146Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 46%] 2025-08-26T22:50:38.8748445Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 46%] 2025-08-26T22:50:38.8748744Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 46%] 2025-08-26T22:50:38.8749046Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 46%] 2025-08-26T22:50:38.8749342Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 46%] 2025-08-26T22:50:38.8750743Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 46%] 2025-08-26T22:50:38.8751049Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 46%] 2025-08-26T22:50:38.8751352Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 46%] 2025-08-26T22:50:38.8751679Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 46%] 2025-08-26T22:50:38.8751977Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 46%] 2025-08-26T22:50:38.8752294Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 46%] 2025-08-26T22:50:38.8752596Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 46%] 2025-08-26T22:50:38.8752920Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 46%] 2025-08-26T22:50:38.8753236Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 46%] 2025-08-26T22:50:38.8753538Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 46%] 2025-08-26T22:50:38.8753838Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 46%] 2025-08-26T22:50:38.8754135Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 46%] 2025-08-26T22:50:38.8754432Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 46%] 2025-08-26T22:50:38.8754728Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 46%] 2025-08-26T22:50:38.8755030Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 46%] 2025-08-26T22:50:38.8755331Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 46%] 2025-08-26T22:50:38.8755629Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 46%] 2025-08-26T22:50:38.8755951Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 46%] 2025-08-26T22:50:38.8756330Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8756721Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8757112Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8758526Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8758907Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8759283Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8759658Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8760090Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8760466Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8760841Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8761238Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8761610Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8762003Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8762393Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8762782Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8763155Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8763537Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8763914Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8764290Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8764668Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8765047Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8765428Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8766855Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8767248Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8767621Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8768008Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8768393Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8768769Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8769146Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8769522Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8769959Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8770337Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8770719Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8771122Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8771504Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8771902Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8772297Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8772691Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8773065Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8773442Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8773816Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8774188Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8775573Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8775948Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8776340Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8776721Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8777106Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8777492Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 46%] 2025-08-26T22:50:38.8777806Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 46%] 2025-08-26T22:50:38.8778104Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 46%] 2025-08-26T22:50:38.8778400Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 47%] 2025-08-26T22:50:38.8778698Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 47%] 2025-08-26T22:50:38.8779000Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 47%] 2025-08-26T22:50:38.8779298Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 47%] 2025-08-26T22:50:38.8779596Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 47%] 2025-08-26T22:50:38.8779965Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 47%] 2025-08-26T22:50:38.8780261Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 47%] 2025-08-26T22:50:38.8780558Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 47%] 2025-08-26T22:50:38.8780881Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 47%] 2025-08-26T22:50:38.8781193Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 47%] 2025-08-26T22:50:38.8781493Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 47%] 2025-08-26T22:50:38.8781805Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 47%] 2025-08-26T22:50:38.8783129Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 47%] 2025-08-26T22:50:38.8783428Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 47%] 2025-08-26T22:50:38.8783725Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 47%] 2025-08-26T22:50:38.8784026Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 47%] 2025-08-26T22:50:38.8784323Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 47%] 2025-08-26T22:50:38.8784622Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 47%] 2025-08-26T22:50:38.8784922Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 47%] 2025-08-26T22:50:38.8785221Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 47%] 2025-08-26T22:50:38.8785518Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 47%] 2025-08-26T22:50:38.8785816Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 47%] 2025-08-26T22:50:38.8786130Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 47%] 2025-08-26T22:50:38.8786439Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 47%] 2025-08-26T22:50:38.8786734Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 47%] 2025-08-26T22:50:38.8787116Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 47%] 2025-08-26T22:50:38.8787427Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 47%] 2025-08-26T22:50:38.8787724Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 47%] 2025-08-26T22:50:38.8788018Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 47%] 2025-08-26T22:50:38.8788313Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 47%] 2025-08-26T22:50:38.8788611Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 47%] 2025-08-26T22:50:38.8788909Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 47%] 2025-08-26T22:50:38.8789209Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 47%] 2025-08-26T22:50:38.8790591Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 47%] 2025-08-26T22:50:38.8790894Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 47%] 2025-08-26T22:50:38.8791194Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 47%] 2025-08-26T22:50:38.8791534Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 47%] 2025-08-26T22:50:38.8791847Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 47%] 2025-08-26T22:50:38.8792142Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 47%] 2025-08-26T22:50:38.8792457Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 47%] 2025-08-26T22:50:38.8792770Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 47%] 2025-08-26T22:50:38.8793064Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 47%] 2025-08-26T22:50:38.8793362Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 47%] 2025-08-26T22:50:38.8793660Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 47%] 2025-08-26T22:50:38.8793954Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 47%] 2025-08-26T22:50:38.8794248Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 47%] 2025-08-26T22:50:38.8794626Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8795003Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8795376Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8795768Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8796157Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8796543Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8796930Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8798316Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8798691Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8799064Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8799435Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8799875Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8800252Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8800627Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8801030Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8801399Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8801794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8802196Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8802586Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8802961Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8803336Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8803712Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8804084Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8804458Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8804831Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8805202Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8805588Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8806984Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8807375Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8807772Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8808145Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8808519Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8808896Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8809267Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8809642Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8810230Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8810612Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8811021Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8811394Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8811786Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8812172Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8812557Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8812928Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8813299Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8813670Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8814042Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8814413Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8815797Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 47%] 2025-08-26T22:50:38.8816102Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 47%] 2025-08-26T22:50:38.8816425Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 47%] 2025-08-26T22:50:38.8816749Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0087s] [ 47%] 2025-08-26T22:50:38.8817047Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0057s] [ 47%] 2025-08-26T22:50:38.8817366Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 47%] 2025-08-26T22:50:38.8817681Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 47%] 2025-08-26T22:50:38.8817982Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0087s] [ 47%] 2025-08-26T22:50:38.8818283Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0058s] [ 47%] 2025-08-26T22:50:38.8818585Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 47%] 2025-08-26T22:50:38.8818884Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 47%] 2025-08-26T22:50:38.8819179Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0086s] [ 47%] 2025-08-26T22:50:38.8819476Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0058s] [ 47%] 2025-08-26T22:50:38.8819839Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0033s] [ 47%] 2025-08-26T22:50:38.8820142Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 47%] 2025-08-26T22:50:38.8820465Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0087s] [ 47%] 2025-08-26T22:50:38.8820764Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0058s] [ 47%] 2025-08-26T22:50:38.8821088Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 47%] 2025-08-26T22:50:38.8821391Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 47%] 2025-08-26T22:50:38.8821709Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0095s] [ 47%] 2025-08-26T22:50:38.8823040Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0062s] [ 47%] 2025-08-26T22:50:38.8823346Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 47%] 2025-08-26T22:50:38.8823651Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 47%] 2025-08-26T22:50:38.8823954Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0095s] [ 48%] 2025-08-26T22:50:38.8824258Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0062s] [ 48%] 2025-08-26T22:50:38.8824555Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 48%] 2025-08-26T22:50:38.8824856Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 48%] 2025-08-26T22:50:38.8825154Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0094s] [ 48%] 2025-08-26T22:50:38.8825449Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0062s] [ 48%] 2025-08-26T22:50:38.8825771Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0037s] [ 48%] 2025-08-26T22:50:38.8826071Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 48%] 2025-08-26T22:50:38.8826385Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0094s] [ 48%] 2025-08-26T22:50:38.8826701Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0062s] [ 48%] 2025-08-26T22:50:38.8827081Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 48%] 2025-08-26T22:50:38.8827384Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 48%] 2025-08-26T22:50:38.8827685Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0095s] [ 48%] 2025-08-26T22:50:38.8827986Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0062s] [ 48%] 2025-08-26T22:50:38.8828292Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 48%] 2025-08-26T22:50:38.8828601Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 48%] 2025-08-26T22:50:38.8828902Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0094s] [ 48%] 2025-08-26T22:50:38.8830280Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0062s] [ 48%] 2025-08-26T22:50:38.8830583Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 48%] 2025-08-26T22:50:38.8830881Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 48%] 2025-08-26T22:50:38.8831208Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0092s] [ 48%] 2025-08-26T22:50:38.8831505Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0062s] [ 48%] 2025-08-26T22:50:38.8831825Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 48%] 2025-08-26T22:50:38.8832152Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 48%] 2025-08-26T22:50:38.8832470Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0094s] [ 48%] 2025-08-26T22:50:38.8832768Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0062s] [ 48%] 2025-08-26T22:50:38.8833150Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8833530Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8833907Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8834284Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8834664Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8835041Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8835431Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8835806Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8836197Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8836587Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8836972Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8838345Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8838724Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8839098Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8839474Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8839933Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8840312Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8840692Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8841096Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8841494Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8841890Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8842288Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8842666Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8843042Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8843419Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8843798Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8844172Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8844549Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8844924Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8845314Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8845708Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8847090Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8847489Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8847885Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8848261Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8848638Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8849019Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8849402Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8849855Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8850235Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8850646Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8851021Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8851412Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8851805Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8852197Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8852576Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8852949Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8853324Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 48%] 2025-08-26T22:50:38.8853628Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 48%] 2025-08-26T22:50:38.8853933Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 48%] 2025-08-26T22:50:38.8854233Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0098s] [ 48%] 2025-08-26T22:50:38.8855547Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0063s] [ 48%] 2025-08-26T22:50:38.8855872Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 48%] 2025-08-26T22:50:38.8856175Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0033s] [ 48%] 2025-08-26T22:50:38.8856492Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0096s] [ 48%] 2025-08-26T22:50:38.8856791Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0064s] [ 48%] 2025-08-26T22:50:38.8857101Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 48%] 2025-08-26T22:50:38.8857413Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 48%] 2025-08-26T22:50:38.8857709Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0097s] [ 48%] 2025-08-26T22:50:38.8858007Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0062s] [ 48%] 2025-08-26T22:50:38.8858307Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 48%] 2025-08-26T22:50:38.8858606Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 48%] 2025-08-26T22:50:38.8858902Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0096s] [ 48%] 2025-08-26T22:50:38.8859200Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0062s] [ 48%] 2025-08-26T22:50:38.8859505Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 48%] 2025-08-26T22:50:38.8859954Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 48%] 2025-08-26T22:50:38.8860279Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0105s] [ 48%] 2025-08-26T22:50:38.8860582Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0068s] [ 48%] 2025-08-26T22:50:38.8860900Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 48%] 2025-08-26T22:50:38.8861218Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 48%] 2025-08-26T22:50:38.8861534Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0105s] [ 48%] 2025-08-26T22:50:38.8862840Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0068s] [ 48%] 2025-08-26T22:50:38.8863141Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 48%] 2025-08-26T22:50:38.8863440Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 48%] 2025-08-26T22:50:38.8863739Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0105s] [ 48%] 2025-08-26T22:50:38.8864034Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0068s] [ 48%] 2025-08-26T22:50:38.8864335Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 48%] 2025-08-26T22:50:38.8864635Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 48%] 2025-08-26T22:50:38.8864932Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0105s] [ 48%] 2025-08-26T22:50:38.8865229Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0068s] [ 48%] 2025-08-26T22:50:38.8865560Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 48%] 2025-08-26T22:50:38.8865864Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 48%] 2025-08-26T22:50:38.8866181Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0105s] [ 48%] 2025-08-26T22:50:38.8866498Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0069s] [ 48%] 2025-08-26T22:50:38.8866813Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 48%] 2025-08-26T22:50:38.8867184Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 48%] 2025-08-26T22:50:38.8867486Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0105s] [ 48%] 2025-08-26T22:50:38.8867788Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0068s] [ 48%] 2025-08-26T22:50:38.8868096Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 48%] 2025-08-26T22:50:38.8868394Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 48%] 2025-08-26T22:50:38.8868693Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0105s] [ 49%] 2025-08-26T22:50:38.8870060Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0068s] [ 49%] 2025-08-26T22:50:38.8870364Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 49%] 2025-08-26T22:50:38.8870663Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 49%] 2025-08-26T22:50:38.8870993Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0105s] [ 49%] 2025-08-26T22:50:38.8871311Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0068s] [ 49%] 2025-08-26T22:50:38.8871690Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8872842Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8873246Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8873620Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8873999Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8874382Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8874759Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8875135Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8875510Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8875900Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8876273Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8876662Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8877050Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8877436Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8877811Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8879212Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8879594Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8880034Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8880412Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8880789Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8881167Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8881572Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8881965Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8882361Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8882758Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8883134Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8883507Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8883882Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8884258Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8884637Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8885011Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8885384Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8885777Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8886154Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8886542Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8887944Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8888340Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8888721Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8889099Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8889474Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8889902Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8890285Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8890663Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8891067Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8891443Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8891836Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8892227Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8892618Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8892919Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 49%] 2025-08-26T22:50:38.8893218Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0020s] [ 49%] 2025-08-26T22:50:38.8893516Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 49%] 2025-08-26T22:50:38.8893813Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 49%] 2025-08-26T22:50:38.8894112Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0020s] [ 49%] 2025-08-26T22:50:38.8894413Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0020s] [ 49%] 2025-08-26T22:50:38.8894714Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 49%] 2025-08-26T22:50:38.8896013Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 49%] 2025-08-26T22:50:38.8896332Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 49%] 2025-08-26T22:50:38.8896629Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 49%] 2025-08-26T22:50:38.8896938Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 49%] 2025-08-26T22:50:38.8897229Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 49%] 2025-08-26T22:50:38.8897540Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 49%] 2025-08-26T22:50:38.8897849Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 49%] 2025-08-26T22:50:38.8898148Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 49%] 2025-08-26T22:50:38.8898442Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 49%] 2025-08-26T22:50:38.8898740Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 49%] 2025-08-26T22:50:38.8899040Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 49%] 2025-08-26T22:50:38.8899336Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 49%] 2025-08-26T22:50:38.8899633Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 49%] 2025-08-26T22:50:38.8900027Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 49%] 2025-08-26T22:50:38.8900332Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 49%] 2025-08-26T22:50:38.8900656Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 49%] 2025-08-26T22:50:38.8900955Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 49%] 2025-08-26T22:50:38.8901267Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 49%] 2025-08-26T22:50:38.8901585Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 49%] 2025-08-26T22:50:38.8901898Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 49%] 2025-08-26T22:50:38.8903205Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 49%] 2025-08-26T22:50:38.8903524Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 49%] 2025-08-26T22:50:38.8903824Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 49%] 2025-08-26T22:50:38.8904121Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 49%] 2025-08-26T22:50:38.8904421Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 49%] 2025-08-26T22:50:38.8904721Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 49%] 2025-08-26T22:50:38.8905020Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 49%] 2025-08-26T22:50:38.8905319Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 49%] 2025-08-26T22:50:38.8905617Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 49%] 2025-08-26T22:50:38.8905943Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 49%] 2025-08-26T22:50:38.8906243Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 49%] 2025-08-26T22:50:38.8906558Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 49%] 2025-08-26T22:50:38.8906871Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 49%] 2025-08-26T22:50:38.8907240Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 49%] 2025-08-26T22:50:38.8907538Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 49%] 2025-08-26T22:50:38.8907832Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 49%] 2025-08-26T22:50:38.8908131Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 49%] 2025-08-26T22:50:38.8908429Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 49%] 2025-08-26T22:50:38.8908728Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 49%] 2025-08-26T22:50:38.8909024Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 49%] 2025-08-26T22:50:38.8910573Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 49%] 2025-08-26T22:50:38.8910958Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8911371Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8911747Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8912138Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8912530Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8912921Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8913295Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8913669Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8914043Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8914414Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8914784Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8915153Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8915526Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 49%] 2025-08-26T22:50:38.8915911Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8916297Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8916667Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8917053Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8917441Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8917815Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8919214Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8919599Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8920061Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8920439Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8920815Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8921230Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8921603Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8922003Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8922392Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8922783Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8923156Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8923529Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8923903Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8924282Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8924658Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8925032Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8925406Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8925799Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8926192Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8926593Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8927999Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8928375Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8928749Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8929120Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8929496Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8929934Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8932094Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8932963Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8933359Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 50%] 2025-08-26T22:50:38.8933680Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 50%] 2025-08-26T22:50:38.8933998Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 50%] 2025-08-26T22:50:38.8934299Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 50%] 2025-08-26T22:50:38.8934597Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 50%] 2025-08-26T22:50:38.8934897Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 50%] 2025-08-26T22:50:38.8935196Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 50%] 2025-08-26T22:50:38.8935493Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 50%] 2025-08-26T22:50:38.8937151Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 50%] 2025-08-26T22:50:38.8937453Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 50%] 2025-08-26T22:50:38.8937751Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 50%] 2025-08-26T22:50:38.8938044Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 50%] 2025-08-26T22:50:38.8938425Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 50%] 2025-08-26T22:50:38.8938739Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 50%] 2025-08-26T22:50:38.8939048Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 50%] 2025-08-26T22:50:38.8939355Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 50%] 2025-08-26T22:50:38.8939646Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 50%] 2025-08-26T22:50:38.8940014Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 50%] 2025-08-26T22:50:38.8940318Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 50%] 2025-08-26T22:50:38.8940617Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 50%] 2025-08-26T22:50:38.8940915Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 50%] 2025-08-26T22:50:38.8941216Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 50%] 2025-08-26T22:50:38.8941517Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 50%] 2025-08-26T22:50:38.8941815Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 50%] 2025-08-26T22:50:38.8942115Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 50%] 2025-08-26T22:50:38.8942412Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 50%] 2025-08-26T22:50:38.8942751Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 50%] 2025-08-26T22:50:38.8943063Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 50%] 2025-08-26T22:50:38.8943378Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 50%] 2025-08-26T22:50:38.8943703Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 50%] 2025-08-26T22:50:38.8943998Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 50%] 2025-08-26T22:50:38.8944291Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 50%] 2025-08-26T22:50:38.8944584Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 50%] 2025-08-26T22:50:38.8944885Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 50%] 2025-08-26T22:50:38.8945183Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 50%] 2025-08-26T22:50:38.8945477Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 50%] 2025-08-26T22:50:38.8945774Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 50%] 2025-08-26T22:50:38.8946072Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 50%] 2025-08-26T22:50:38.8946372Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 50%] 2025-08-26T22:50:38.8946667Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 50%] 2025-08-26T22:50:38.8947019Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 50%] 2025-08-26T22:50:38.8948449Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 50%] 2025-08-26T22:50:38.8948767Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 50%] 2025-08-26T22:50:38.8949075Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 50%] 2025-08-26T22:50:38.8949367Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 50%] 2025-08-26T22:50:38.8949663Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 50%] 2025-08-26T22:50:38.8950031Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 50%] 2025-08-26T22:50:38.8950327Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 50%] 2025-08-26T22:50:38.8950626Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 50%] 2025-08-26T22:50:38.8950925Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 50%] 2025-08-26T22:50:38.8951224Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 50%] 2025-08-26T22:50:38.8951520Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 50%] 2025-08-26T22:50:38.8951815Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 50%] 2025-08-26T22:50:38.8952113Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 50%] 2025-08-26T22:50:38.8952439Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 50%] 2025-08-26T22:50:38.8952767Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 50%] 2025-08-26T22:50:38.8953060Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 50%] 2025-08-26T22:50:38.8953371Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 50%] 2025-08-26T22:50:38.8953664Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 50%] 2025-08-26T22:50:38.8953954Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 50%] 2025-08-26T22:50:38.8954244Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 50%] 2025-08-26T22:50:38.8954539Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 50%] 2025-08-26T22:50:38.8955870Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 50%] 2025-08-26T22:50:38.8956162Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 50%] 2025-08-26T22:50:38.8956454Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 50%] 2025-08-26T22:50:38.8956750Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 50%] 2025-08-26T22:50:38.8957045Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 50%] 2025-08-26T22:50:38.8957339Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 50%] 2025-08-26T22:50:38.8957654Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 50%] 2025-08-26T22:50:38.8957981Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 50%] 2025-08-26T22:50:38.8958282Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 50%] 2025-08-26T22:50:38.8958597Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 50%] 2025-08-26T22:50:38.8958893Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 50%] 2025-08-26T22:50:38.8959185Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 50%] 2025-08-26T22:50:38.8959477Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 50%] 2025-08-26T22:50:38.8959828Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 50%] 2025-08-26T22:50:38.8960122Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 50%] 2025-08-26T22:50:38.8960418Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 50%] 2025-08-26T22:50:38.8960715Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 50%] 2025-08-26T22:50:38.8961010Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 50%] 2025-08-26T22:50:38.8961303Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 50%] 2025-08-26T22:50:38.8961598Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 50%] 2025-08-26T22:50:38.8962924Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 51%] 2025-08-26T22:50:38.8963254Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 51%] 2025-08-26T22:50:38.8963551Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 51%] 2025-08-26T22:50:38.8963870Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 51%] 2025-08-26T22:50:38.8964169Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 51%] 2025-08-26T22:50:38.8964464Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 51%] 2025-08-26T22:50:38.8964760Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 51%] 2025-08-26T22:50:38.8965054Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 51%] 2025-08-26T22:50:38.8965347Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 51%] 2025-08-26T22:50:38.8965638Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 51%] 2025-08-26T22:50:38.8965931Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 51%] 2025-08-26T22:50:38.8966225Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 51%] 2025-08-26T22:50:38.8966518Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 51%] 2025-08-26T22:50:38.8966810Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 51%] 2025-08-26T22:50:38.8967115Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0028s] [ 51%] 2025-08-26T22:50:38.8967449Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 51%] 2025-08-26T22:50:38.8967746Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8968056Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 51%] 2025-08-26T22:50:38.8968353Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 51%] 2025-08-26T22:50:38.8968650Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8969999Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0020s] [ 51%] 2025-08-26T22:50:38.8970300Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 51%] 2025-08-26T22:50:38.8970596Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 51%] 2025-08-26T22:50:38.8970891Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8971185Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 51%] 2025-08-26T22:50:38.8971479Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8971772Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 51%] 2025-08-26T22:50:38.8972067Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0019s] [ 51%] 2025-08-26T22:50:38.8972392Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0019s] [ 51%] 2025-08-26T22:50:38.8972730Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 51%] 2025-08-26T22:50:38.8973023Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 51%] 2025-08-26T22:50:38.8973338Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0020s] [ 51%] 2025-08-26T22:50:38.8973639Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0020s] [ 51%] 2025-08-26T22:50:38.8973936Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 51%] 2025-08-26T22:50:38.8974230Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8974531Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8974830Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0020s] [ 51%] 2025-08-26T22:50:38.8975127Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 51%] 2025-08-26T22:50:38.8975425Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 51%] 2025-08-26T22:50:38.8975722Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8977015Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 51%] 2025-08-26T22:50:38.8977310Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 51%] 2025-08-26T22:50:38.8977623Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 51%] 2025-08-26T22:50:38.8977958Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 51%] 2025-08-26T22:50:38.8978255Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 51%] 2025-08-26T22:50:38.8978565Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 51%] 2025-08-26T22:50:38.8978859Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 51%] 2025-08-26T22:50:38.8979159Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0020s] [ 51%] 2025-08-26T22:50:38.8979456Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0020s] [ 51%] 2025-08-26T22:50:38.8979813Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 51%] 2025-08-26T22:50:38.8980109Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 51%] 2025-08-26T22:50:38.8980409Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8980709Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0020s] [ 51%] 2025-08-26T22:50:38.8981005Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 51%] 2025-08-26T22:50:38.8981303Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 51%] 2025-08-26T22:50:38.8981624Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 51%] 2025-08-26T22:50:38.8981936Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 51%] 2025-08-26T22:50:38.8982245Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 51%] 2025-08-26T22:50:38.8982539Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8982854Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 51%] 2025-08-26T22:50:38.8983149Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 51%] 2025-08-26T22:50:38.8984445Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 51%] 2025-08-26T22:50:38.8984745Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 51%] 2025-08-26T22:50:38.8985045Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0020s] [ 51%] 2025-08-26T22:50:38.8985342Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0019s] [ 51%] 2025-08-26T22:50:38.8985637Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 51%] 2025-08-26T22:50:38.8985933Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8986230Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0019s] [ 51%] 2025-08-26T22:50:38.8986528Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0019s] [ 51%] 2025-08-26T22:50:38.8986845Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 51%] 2025-08-26T22:50:38.8987201Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8987511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 51%] 2025-08-26T22:50:38.8987806Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 51%] 2025-08-26T22:50:38.8988111Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 51%] 2025-08-26T22:50:38.8988401Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8988695Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0019s] [ 51%] 2025-08-26T22:50:38.8988988Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 51%] 2025-08-26T22:50:38.8989281Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8989573Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 51%] 2025-08-26T22:50:38.8989959Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8990258Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8991552Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 51%] 2025-08-26T22:50:38.8991850Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 51%] 2025-08-26T22:50:38.8992178Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 51%] 2025-08-26T22:50:38.8992492Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8992806Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 51%] 2025-08-26T22:50:38.8993100Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 51%] 2025-08-26T22:50:38.8993413Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8993704Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8993995Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 51%] 2025-08-26T22:50:38.8994286Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 51%] 2025-08-26T22:50:38.8994582Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8994882Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8995172Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 51%] 2025-08-26T22:50:38.8995467Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 51%] 2025-08-26T22:50:38.8995760Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8996055Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8996367Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 51%] 2025-08-26T22:50:38.8996680Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 51%] 2025-08-26T22:50:38.8996992Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8997290Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8998591Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 51%] 2025-08-26T22:50:38.8998890Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 51%] 2025-08-26T22:50:38.8999182Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8999477Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.8999840Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 51%] 2025-08-26T22:50:38.9000136Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 51%] 2025-08-26T22:50:38.9000436Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.9000733Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.9001028Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 51%] 2025-08-26T22:50:38.9001320Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 51%] 2025-08-26T22:50:38.9001646Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0020s] [ 51%] 2025-08-26T22:50:38.9001956Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0019s] [ 51%] 2025-08-26T22:50:38.9002268Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 51%] 2025-08-26T22:50:38.9002563Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 51%] 2025-08-26T22:50:38.9002880Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0019s] [ 51%] 2025-08-26T22:50:38.9003176Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0019s] [ 52%] 2025-08-26T22:50:38.9003468Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 52%] 2025-08-26T22:50:38.9003764Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0020s] [ 52%] 2025-08-26T22:50:38.9004056Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0019s] [ 52%] 2025-08-26T22:50:38.9004351Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0019s] [ 52%] 2025-08-26T22:50:38.9005643Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 52%] 2025-08-26T22:50:38.9005939Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 52%] 2025-08-26T22:50:38.9006233Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0019s] [ 52%] 2025-08-26T22:50:38.9006527Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0019s] [ 52%] 2025-08-26T22:50:38.9006838Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 52%] 2025-08-26T22:50:38.9007141Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 52%] 2025-08-26T22:50:38.9007453Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 52%] 2025-08-26T22:50:38.9007749Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 52%] 2025-08-26T22:50:38.9008058Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 52%] 2025-08-26T22:50:38.9008351Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 52%] 2025-08-26T22:50:38.9008646Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 52%] 2025-08-26T22:50:38.9008944Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0020s] [ 52%] 2025-08-26T22:50:38.9009237Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 52%] 2025-08-26T22:50:38.9009531Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 52%] 2025-08-26T22:50:38.9009887Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 52%] 2025-08-26T22:50:38.9010183Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 52%] 2025-08-26T22:50:38.9010476Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 52%] 2025-08-26T22:50:38.9010767Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 52%] 2025-08-26T22:50:38.9011084Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 52%] 2025-08-26T22:50:38.9011395Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 52%] 2025-08-26T22:50:38.9011713Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 52%] 2025-08-26T22:50:38.9013003Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 52%] 2025-08-26T22:50:38.9013326Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0020s] [ 52%] 2025-08-26T22:50:38.9013623Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0020s] [ 52%] 2025-08-26T22:50:38.9013916Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 52%] 2025-08-26T22:50:38.9014209Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 52%] 2025-08-26T22:50:38.9014507Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0020s] [ 52%] 2025-08-26T22:50:38.9014802Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0020s] [ 52%] 2025-08-26T22:50:38.9015095Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 52%] 2025-08-26T22:50:38.9015388Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 52%] 2025-08-26T22:50:38.9015681Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 52%] 2025-08-26T22:50:38.9015974Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 52%] 2025-08-26T22:50:38.9016290Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 52%] 2025-08-26T22:50:38.9016594Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 52%] 2025-08-26T22:50:38.9016903Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 52%] 2025-08-26T22:50:38.9017197Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 52%] 2025-08-26T22:50:38.9017504Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 52%] 2025-08-26T22:50:38.9017799Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 52%] 2025-08-26T22:50:38.9018097Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0019s] [ 52%] 2025-08-26T22:50:38.9018390Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0019s] [ 52%] 2025-08-26T22:50:38.9018681Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 52%] 2025-08-26T22:50:38.9020006Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0020s] [ 52%] 2025-08-26T22:50:38.9020303Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0019s] [ 52%] 2025-08-26T22:50:38.9020599Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0019s] [ 52%] 2025-08-26T22:50:38.9020890Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0020s] [ 52%] 2025-08-26T22:50:38.9021187Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 52%] 2025-08-26T22:50:38.9021509Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 52%] 2025-08-26T22:50:38.9021818Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 52%] 2025-08-26T22:50:38.9022125Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 52%] 2025-08-26T22:50:38.9022416Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 52%] 2025-08-26T22:50:38.9022729Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 52%] 2025-08-26T22:50:38.9023022Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 52%] 2025-08-26T22:50:38.9023312Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 52%] 2025-08-26T22:50:38.9023604Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 52%] 2025-08-26T22:50:38.9023898Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.4997s] [ 52%] 2025-08-26T22:50:38.9024190Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 52%] 2025-08-26T22:50:38.9024482Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 52%] 2025-08-26T22:50:38.9024774Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 52%] 2025-08-26T22:50:38.9025070Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 52%] 2025-08-26T22:50:38.9025365Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 52%] 2025-08-26T22:50:38.9025659Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 52%] 2025-08-26T22:50:38.9027003Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 52%] 2025-08-26T22:50:38.9027326Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 52%] 2025-08-26T22:50:38.9027617Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 52%] 2025-08-26T22:50:38.9027921Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 52%] 2025-08-26T22:50:38.9028210Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 52%] 2025-08-26T22:50:38.9028502Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 52%] 2025-08-26T22:50:38.9028795Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 52%] 2025-08-26T22:50:38.9029088Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 52%] 2025-08-26T22:50:38.9029378Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 52%] 2025-08-26T22:50:38.9029671Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 52%] 2025-08-26T22:50:38.9030017Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 52%] 2025-08-26T22:50:38.9030309Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 52%] 2025-08-26T22:50:38.9030600Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 52%] 2025-08-26T22:50:38.9030895Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 52%] 2025-08-26T22:50:38.9031213Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 52%] 2025-08-26T22:50:38.9031539Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 52%] 2025-08-26T22:50:38.9031832Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 52%] 2025-08-26T22:50:38.9032148Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 52%] 2025-08-26T22:50:38.9032438Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 52%] 2025-08-26T22:50:38.9032727Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 52%] 2025-08-26T22:50:38.9033016Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 52%] 2025-08-26T22:50:38.9034300Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 52%] 2025-08-26T22:50:38.9034598Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 52%] 2025-08-26T22:50:38.9034888Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 52%] 2025-08-26T22:50:38.9035179Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 52%] 2025-08-26T22:50:38.9035480Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0028s] [ 52%] 2025-08-26T22:50:38.9035783Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 52%] 2025-08-26T22:50:38.9036087Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 52%] 2025-08-26T22:50:38.9036408Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 52%] 2025-08-26T22:50:38.9036743Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 52%] 2025-08-26T22:50:38.9037044Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 52%] 2025-08-26T22:50:38.9037360Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0034s] [ 52%] 2025-08-26T22:50:38.9037659Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0029s] [ 52%] 2025-08-26T22:50:38.9037957Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 52%] 2025-08-26T22:50:38.9038254Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 52%] 2025-08-26T22:50:38.9038550Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0034s] [ 52%] 2025-08-26T22:50:38.9038846Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0029s] [ 52%] 2025-08-26T22:50:38.9039145Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 52%] 2025-08-26T22:50:38.9039444Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 52%] 2025-08-26T22:50:38.9039781Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 52%] 2025-08-26T22:50:38.9040079Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 52%] 2025-08-26T22:50:38.9041399Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 52%] 2025-08-26T22:50:38.9041725Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 52%] 2025-08-26T22:50:38.9042043Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 52%] 2025-08-26T22:50:38.9042345Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 52%] 2025-08-26T22:50:38.9042666Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 52%] 2025-08-26T22:50:38.9042968Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 52%] 2025-08-26T22:50:38.9043269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 52%] 2025-08-26T22:50:38.9043570Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 52%] 2025-08-26T22:50:38.9043869Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 52%] 2025-08-26T22:50:38.9044167Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 53%] 2025-08-26T22:50:38.9044464Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 53%] 2025-08-26T22:50:38.9044762Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 53%] 2025-08-26T22:50:38.9045064Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 53%] 2025-08-26T22:50:38.9045364Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0027s] [ 53%] 2025-08-26T22:50:38.9045676Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 53%] 2025-08-26T22:50:38.9045984Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 53%] 2025-08-26T22:50:38.9046298Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0027s] [ 53%] 2025-08-26T22:50:38.9046602Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 53%] 2025-08-26T22:50:38.9046922Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 53%] 2025-08-26T22:50:38.9047220Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 53%] 2025-08-26T22:50:38.9048511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 53%] 2025-08-26T22:50:38.9048818Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 53%] 2025-08-26T22:50:38.9049117Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0035s] [ 53%] 2025-08-26T22:50:38.9049418Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 53%] 2025-08-26T22:50:38.9049788Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 53%] 2025-08-26T22:50:38.9050092Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 53%] 2025-08-26T22:50:38.9050391Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0035s] [ 53%] 2025-08-26T22:50:38.9050687Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 53%] 2025-08-26T22:50:38.9051015Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 53%] 2025-08-26T22:50:38.9051330Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0026s] [ 53%] 2025-08-26T22:50:38.9051652Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 53%] 2025-08-26T22:50:38.9051966Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 53%] 2025-08-26T22:50:38.9052354Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9052733Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9053109Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9053483Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9053859Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9054238Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9054618Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9054992Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9056391Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9056795Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9057167Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9057555Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9057934Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9058308Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9058683Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9059054Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9059429Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9059910Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9060292Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9060690Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9061084Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9061478Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9061870Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9062246Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9062622Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9062994Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9063368Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9063739Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9065115Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9065493Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9065869Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9066262Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9066673Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9067088Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9067478Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9067852Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9068232Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9068612Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0007s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9068987Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9069363Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9069796Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9070176Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9070576Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9070985Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9071357Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9071746Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9072119Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9072491Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 53%] 2025-08-26T22:50:38.9073799Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 53%] 2025-08-26T22:50:38.9074105Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 53%] 2025-08-26T22:50:38.9074405Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0037s] [ 53%] 2025-08-26T22:50:38.9074704Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 53%] 2025-08-26T22:50:38.9075006Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 53%] 2025-08-26T22:50:38.9075306Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0024s] [ 53%] 2025-08-26T22:50:38.9075610Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0036s] [ 53%] 2025-08-26T22:50:38.9075934Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0030s] [ 53%] 2025-08-26T22:50:38.9076259Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 53%] 2025-08-26T22:50:38.9076557Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 53%] 2025-08-26T22:50:38.9076868Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 53%] 2025-08-26T22:50:38.9077165Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 53%] 2025-08-26T22:50:38.9077463Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 53%] 2025-08-26T22:50:38.9077762Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 53%] 2025-08-26T22:50:38.9078062Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0036s] [ 53%] 2025-08-26T22:50:38.9078362Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0030s] [ 53%] 2025-08-26T22:50:38.9078663Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 53%] 2025-08-26T22:50:38.9078968Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 53%] 2025-08-26T22:50:38.9079269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0039s] [ 53%] 2025-08-26T22:50:38.9079567Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 53%] 2025-08-26T22:50:38.9080902Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0026s] [ 53%] 2025-08-26T22:50:38.9081235Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 53%] 2025-08-26T22:50:38.9081575Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0039s] [ 53%] 2025-08-26T22:50:38.9081876Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0031s] [ 53%] 2025-08-26T22:50:38.9082190Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 53%] 2025-08-26T22:50:38.9082488Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 53%] 2025-08-26T22:50:38.9082783Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0039s] [ 53%] 2025-08-26T22:50:38.9083080Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 53%] 2025-08-26T22:50:38.9083380Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 53%] 2025-08-26T22:50:38.9083682Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 53%] 2025-08-26T22:50:38.9083980Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0039s] [ 53%] 2025-08-26T22:50:38.9084277Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0032s] [ 53%] 2025-08-26T22:50:38.9084580Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 53%] 2025-08-26T22:50:38.9084881Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 53%] 2025-08-26T22:50:38.9085196Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0040s] [ 53%] 2025-08-26T22:50:38.9085507Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 53%] 2025-08-26T22:50:38.9085822Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 53%] 2025-08-26T22:50:38.9086124Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 53%] 2025-08-26T22:50:38.9086439Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0039s] [ 53%] 2025-08-26T22:50:38.9086740Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0032s] [ 53%] 2025-08-26T22:50:38.9087037Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 53%] 2025-08-26T22:50:38.9088325Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 53%] 2025-08-26T22:50:38.9088622Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0038s] [ 53%] 2025-08-26T22:50:38.9088919Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 53%] 2025-08-26T22:50:38.9089219Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 53%] 2025-08-26T22:50:38.9089520Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0025s] [ 54%] 2025-08-26T22:50:38.9089875Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0038s] [ 54%] 2025-08-26T22:50:38.9090173Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0031s] [ 54%] 2025-08-26T22:50:38.9090583Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9090991Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9091367Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9091759Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9092136Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9092511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9092886Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9093260Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9093633Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9094008Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9094380Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9094769Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9095158Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9096656Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9097083Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9097457Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9097835Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9098212Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9098589Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9098964Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9099344Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9099783Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9100160Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9100565Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9100973Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9101350Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9101746Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9102117Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9102491Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9102866Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9103237Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9103612Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9104992Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9105374Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9105768Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9106171Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9106549Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9106951Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9107383Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9107759Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9108130Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9108503Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9108873Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9109245Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9109625Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9110083Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9110471Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9110862Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9111178Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0025s] [ 54%] 2025-08-26T22:50:38.9111477Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0019s] [ 54%] 2025-08-26T22:50:38.9111775Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 54%] 2025-08-26T22:50:38.9112073Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 54%] 2025-08-26T22:50:38.9113452Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0020s] [ 54%] 2025-08-26T22:50:38.9113753Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0019s] [ 54%] 2025-08-26T22:50:38.9114049Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 54%] 2025-08-26T22:50:38.9114346Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 54%] 2025-08-26T22:50:38.9114641Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0020s] [ 54%] 2025-08-26T22:50:38.9114936Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0019s] [ 54%] 2025-08-26T22:50:38.9115230Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 54%] 2025-08-26T22:50:38.9115545Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 54%] 2025-08-26T22:50:38.9115851Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0019s] [ 54%] 2025-08-26T22:50:38.9116158Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0019s] [ 54%] 2025-08-26T22:50:38.9116464Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 54%] 2025-08-26T22:50:38.9116759Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 54%] 2025-08-26T22:50:38.9117057Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 54%] 2025-08-26T22:50:38.9117353Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 54%] 2025-08-26T22:50:38.9117658Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 54%] 2025-08-26T22:50:38.9117954Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 54%] 2025-08-26T22:50:38.9118254Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 54%] 2025-08-26T22:50:38.9118555Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 54%] 2025-08-26T22:50:38.9118852Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 54%] 2025-08-26T22:50:38.9119150Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 54%] 2025-08-26T22:50:38.9119445Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 54%] 2025-08-26T22:50:38.9120810Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 54%] 2025-08-26T22:50:38.9121149Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 54%] 2025-08-26T22:50:38.9121444Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 54%] 2025-08-26T22:50:38.9121765Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 54%] 2025-08-26T22:50:38.9122062Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 54%] 2025-08-26T22:50:38.9122356Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 54%] 2025-08-26T22:50:38.9122648Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 54%] 2025-08-26T22:50:38.9122952Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 54%] 2025-08-26T22:50:38.9123254Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 54%] 2025-08-26T22:50:38.9123548Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 54%] 2025-08-26T22:50:38.9123845Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 54%] 2025-08-26T22:50:38.9124144Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 54%] 2025-08-26T22:50:38.9124443Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0021s] [ 54%] 2025-08-26T22:50:38.9124739Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0022s] [ 54%] 2025-08-26T22:50:38.9125053Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 PASSED [0.0023s] [ 54%] 2025-08-26T22:50:38.9125387Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 54%] 2025-08-26T22:50:38.9125682Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 54%] 2025-08-26T22:50:38.9125992Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0022s] [ 54%] 2025-08-26T22:50:38.9126283Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 54%] 2025-08-26T22:50:38.9126580Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 54%] 2025-08-26T22:50:38.9127864Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0021s] [ 54%] 2025-08-26T22:50:38.9128164Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 PASSED [0.0023s] [ 54%] 2025-08-26T22:50:38.9128462Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 PASSED [0.0024s] [ 54%] 2025-08-26T22:50:38.9128838Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9129213Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9129585Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9130008Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9130409Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9130820Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9131192Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9131583Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9131954Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9132323Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9132690Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9133061Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9133433Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9133804Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9134173Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9134557Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9134945Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 54%] 2025-08-26T22:50:38.9136339Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9136729Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9137100Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9137474Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9137851Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9138225Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9138598Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9138971Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9139342Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9139777Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9140170Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9140574Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9140969Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9141339Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9141709Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9142085Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9142463Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9142837Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9143215Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9143595Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9144967Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9145362Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9145771Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_bfloat16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9146142Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9146529Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9146899Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9147308Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9147681Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9148054Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9148424Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0004s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9148798Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_sdpa_backend_aotriton_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 55%] 2025-08-26T22:50:38.9149075Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16 PASSED [1.3509s] [ 55%] 2025-08-26T22:50:38.9149347Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0010s] [ 55%] 2025-08-26T22:50:38.9149633Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0940s] [ 55%] 2025-08-26T22:50:38.9149985Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0006s] [ 55%] 2025-08-26T22:50:38.9150280Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16 PASSED [0.1096s] [ 55%] 2025-08-26T22:50:38.9150548Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0010s] [ 55%] 2025-08-26T22:50:38.9150835Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0967s] [ 55%] 2025-08-26T22:50:38.9151106Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0009s] [ 55%] 2025-08-26T22:50:38.9151374Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0976s] [ 55%] 2025-08-26T22:50:38.9152639Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0005s] [ 55%] 2025-08-26T22:50:38.9152911Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0815s] [ 55%] 2025-08-26T22:50:38.9153180Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0004s] [ 55%] 2025-08-26T22:50:38.9153446Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0876s] [ 55%] 2025-08-26T22:50:38.9153714Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0004s] [ 55%] 2025-08-26T22:50:38.9153982Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0771s] [ 55%] 2025-08-26T22:50:38.9154251Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0005s] [ 55%] 2025-08-26T22:50:38.9154517Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0955s] [ 55%] 2025-08-26T22:50:38.9154819Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0005s] [ 55%] 2025-08-26T22:50:38.9155105Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0503s] [ 55%] 2025-08-26T22:50:38.9155384Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0005s] [ 55%] 2025-08-26T22:50:38.9155650Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0940s] [ 55%] 2025-08-26T22:50:38.9155928Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0005s] [ 55%] 2025-08-26T22:50:38.9156197Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0910s] [ 55%] 2025-08-26T22:50:38.9156464Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0005s] [ 55%] 2025-08-26T22:50:38.9156734Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0773s] [ 55%] 2025-08-26T22:50:38.9157000Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0009s] [ 55%] 2025-08-26T22:50:38.9157267Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0661s] [ 55%] 2025-08-26T22:50:38.9157534Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0005s] [ 55%] 2025-08-26T22:50:38.9157799Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0754s] [ 55%] 2025-08-26T22:50:38.9159042Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0009s] [ 55%] 2025-08-26T22:50:38.9159313Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0784s] [ 55%] 2025-08-26T22:50:38.9159580Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0005s] [ 55%] 2025-08-26T22:50:38.9159935Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0905s] [ 55%] 2025-08-26T22:50:38.9160219Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0009s] [ 55%] 2025-08-26T22:50:38.9161518Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0942s] [ 55%] 2025-08-26T22:50:38.9161786Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0012s] [ 55%] 2025-08-26T22:50:38.9162053Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16 PASSED [0.1181s] [ 55%] 2025-08-26T22:50:38.9162318Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0008s] [ 55%] 2025-08-26T22:50:38.9162593Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0871s] [ 55%] 2025-08-26T22:50:38.9162859Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0008s] [ 55%] 2025-08-26T22:50:38.9163129Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0769s] [ 55%] 2025-08-26T22:50:38.9163395Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0006s] [ 55%] 2025-08-26T22:50:38.9163663Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0714s] [ 55%] 2025-08-26T22:50:38.9163928Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0008s] [ 55%] 2025-08-26T22:50:38.9164194Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0748s] [ 55%] 2025-08-26T22:50:38.9164458Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0005s] [ 55%] 2025-08-26T22:50:38.9164726Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0820s] [ 55%] 2025-08-26T22:50:38.9164991Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0009s] [ 55%] 2025-08-26T22:50:38.9166469Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0922s] [ 55%] 2025-08-26T22:50:38.9166766Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0005s] [ 55%] 2025-08-26T22:50:38.9167093Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0871s] [ 55%] 2025-08-26T22:50:38.9167359Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0005s] [ 55%] 2025-08-26T22:50:38.9167624Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0714s] [ 55%] 2025-08-26T22:50:38.9167888Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0005s] [ 55%] 2025-08-26T22:50:38.9168155Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0919s] [ 55%] 2025-08-26T22:50:38.9168420Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0009s] [ 55%] 2025-08-26T22:50:38.9168687Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0658s] [ 55%] 2025-08-26T22:50:38.9168951Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0008s] [ 55%] 2025-08-26T22:50:38.9169215Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0649s] [ 55%] 2025-08-26T22:50:38.9169480Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0005s] [ 55%] 2025-08-26T22:50:38.9169790Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0660s] [ 55%] 2025-08-26T22:50:38.9170056Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0009s] [ 55%] 2025-08-26T22:50:38.9170321Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0629s] [ 55%] 2025-08-26T22:50:38.9170610Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0004s] [ 55%] 2025-08-26T22:50:38.9170896Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0633s] [ 55%] 2025-08-26T22:50:38.9171201Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0009s] [ 55%] 2025-08-26T22:50:38.9171470Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0649s] [ 55%] 2025-08-26T22:50:38.9171739Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0009s] [ 55%] 2025-08-26T22:50:38.9173071Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0638s] [ 55%] 2025-08-26T22:50:38.9173342Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0009s] [ 55%] 2025-08-26T22:50:38.9173612Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0622s] [ 55%] 2025-08-26T22:50:38.9173881Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0011s] [ 55%] 2025-08-26T22:50:38.9174153Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0653s] [ 55%] 2025-08-26T22:50:38.9174421Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0011s] [ 55%] 2025-08-26T22:50:38.9174692Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0947s] [ 55%] 2025-08-26T22:50:38.9174961Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0006s] [ 55%] 2025-08-26T22:50:38.9175229Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0632s] [ 55%] 2025-08-26T22:50:38.9175496Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0009s] [ 55%] 2025-08-26T22:50:38.9175782Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0649s] [ 55%] 2025-08-26T22:50:38.9176062Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0009s] [ 55%] 2025-08-26T22:50:38.9176358Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0687s] [ 55%] 2025-08-26T22:50:38.9176623Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0005s] [ 55%] 2025-08-26T22:50:38.9176890Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0718s] [ 55%] 2025-08-26T22:50:38.9177154Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0009s] [ 55%] 2025-08-26T22:50:38.9177420Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0710s] [ 55%] 2025-08-26T22:50:38.9177683Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0009s] [ 56%] 2025-08-26T22:50:38.9177950Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0654s] [ 56%] 2025-08-26T22:50:38.9178214Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0009s] [ 56%] 2025-08-26T22:50:38.9178481Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0521s] [ 56%] 2025-08-26T22:50:38.9179800Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0008s] [ 56%] 2025-08-26T22:50:38.9180069Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0486s] [ 56%] 2025-08-26T22:50:38.9180334Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0008s] [ 56%] 2025-08-26T22:50:38.9180598Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0503s] [ 56%] 2025-08-26T22:50:38.9180894Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0008s] [ 56%] 2025-08-26T22:50:38.9181173Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0427s] [ 56%] 2025-08-26T22:50:38.9181459Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0004s] [ 56%] 2025-08-26T22:50:38.9181743Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0665s] [ 56%] 2025-08-26T22:50:38.9182013Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0005s] [ 56%] 2025-08-26T22:50:38.9182280Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0613s] [ 56%] 2025-08-26T22:50:38.9182547Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0005s] [ 56%] 2025-08-26T22:50:38.9182811Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0920s] [ 56%] 2025-08-26T22:50:38.9183075Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0013s] [ 56%] 2025-08-26T22:50:38.9183342Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0659s] [ 56%] 2025-08-26T22:50:38.9183608Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0008s] [ 56%] 2025-08-26T22:50:38.9183872Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0553s] [ 56%] 2025-08-26T22:50:38.9184140Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0009s] [ 56%] 2025-08-26T22:50:38.9184407Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0577s] [ 56%] 2025-08-26T22:50:38.9184673Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0009s] [ 56%] 2025-08-26T22:50:38.9184938Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0511s] [ 56%] 2025-08-26T22:50:38.9186222Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0008s] [ 56%] 2025-08-26T22:50:38.9186519Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0514s] [ 56%] 2025-08-26T22:50:38.9186797Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0005s] [ 56%] 2025-08-26T22:50:38.9187109Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0657s] [ 56%] 2025-08-26T22:50:38.9187375Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0008s] [ 56%] 2025-08-26T22:50:38.9187644Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0609s] [ 56%] 2025-08-26T22:50:38.9187909Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0008s] [ 56%] 2025-08-26T22:50:38.9188176Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0632s] [ 56%] 2025-08-26T22:50:38.9188440Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0005s] [ 56%] 2025-08-26T22:50:38.9188707Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0636s] [ 56%] 2025-08-26T22:50:38.9188968Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0005s] [ 56%] 2025-08-26T22:50:38.9189231Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0355s] [ 56%] 2025-08-26T22:50:38.9189496Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0007s] [ 56%] 2025-08-26T22:50:38.9189830Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0429s] [ 56%] 2025-08-26T22:50:38.9190092Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0005s] [ 56%] 2025-08-26T22:50:38.9190375Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16 PASSED [0.0422s] [ 56%] 2025-08-26T22:50:38.9190654Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16 PASSED [0.0007s] [ 56%] 2025-08-26T22:50:38.9190951Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0404s] [ 56%] 2025-08-26T22:50:38.9191214Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0009s] [ 56%] 2025-08-26T22:50:38.9191412Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_different_dk_dv_cuda SKIPPED [0.0001s] (cuDNN Attention is not supported on this system) [ 56%] 2025-08-26T22:50:38.9191693Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.2672s] [ 56%] 2025-08-26T22:50:38.9192994Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0081s] [ 56%] 2025-08-26T22:50:38.9193270Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0076s] [ 56%] 2025-08-26T22:50:38.9193544Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0072s] [ 56%] 2025-08-26T22:50:38.9193819Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0301s] [ 56%] 2025-08-26T22:50:38.9194093Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0103s] [ 56%] 2025-08-26T22:50:38.9194368Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0088s] [ 56%] 2025-08-26T22:50:38.9194643Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0089s] [ 56%] 2025-08-26T22:50:38.9194916Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0310s] [ 56%] 2025-08-26T22:50:38.9195191Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0229s] [ 56%] 2025-08-26T22:50:38.9195484Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0211s] [ 56%] 2025-08-26T22:50:38.9195769Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0216s] [ 56%] 2025-08-26T22:50:38.9196073Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0184s] [ 56%] 2025-08-26T22:50:38.9196346Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0271s] [ 56%] 2025-08-26T22:50:38.9196620Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0258s] [ 56%] 2025-08-26T22:50:38.9196894Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0221s] [ 56%] 2025-08-26T22:50:38.9197168Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0264s] [ 56%] 2025-08-26T22:50:38.9197446Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0311s] [ 56%] 2025-08-26T22:50:38.9197720Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0317s] [ 56%] 2025-08-26T22:50:38.9197994Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0366s] [ 56%] 2025-08-26T22:50:38.9198268Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0335s] [ 56%] 2025-08-26T22:50:38.9199523Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0392s] [ 56%] 2025-08-26T22:50:38.9199864Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0442s] [ 56%] 2025-08-26T22:50:38.9200142Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0411s] [ 56%] 2025-08-26T22:50:38.9200413Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0162s] [ 56%] 2025-08-26T22:50:38.9200714Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0104s] [ 56%] 2025-08-26T22:50:38.9201010Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0193s] [ 56%] 2025-08-26T22:50:38.9201315Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0152s] [ 56%] 2025-08-26T22:50:38.9201588Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0180s] [ 56%] 2025-08-26T22:50:38.9201861Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0197s] [ 56%] 2025-08-26T22:50:38.9202133Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0224s] [ 56%] 2025-08-26T22:50:38.9202406Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0186s] [ 56%] 2025-08-26T22:50:38.9202676Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0237s] [ 56%] 2025-08-26T22:50:38.9202951Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0057s] [ 56%] 2025-08-26T22:50:38.9203223Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0098s] [ 56%] 2025-08-26T22:50:38.9203497Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0100s] [ 56%] 2025-08-26T22:50:38.9203770Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0161s] [ 56%] 2025-08-26T22:50:38.9204044Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0292s] [ 56%] 2025-08-26T22:50:38.9204319Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0172s] [ 56%] 2025-08-26T22:50:38.9204592Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0253s] [ 56%] 2025-08-26T22:50:38.9204962Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 56%] 2025-08-26T22:50:38.9205248Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0100s] [ 56%] 2025-08-26T22:50:38.9206643Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 56%] 2025-08-26T22:50:38.9206917Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0157s] [ 56%] 2025-08-26T22:50:38.9207268Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 56%] 2025-08-26T22:50:38.9207544Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0152s] [ 56%] 2025-08-26T22:50:38.9207893Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 56%] 2025-08-26T22:50:38.9208168Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0183s] [ 56%] 2025-08-26T22:50:38.9208443Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0107s] [ 56%] 2025-08-26T22:50:38.9208716Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0092s] [ 56%] 2025-08-26T22:50:38.9208988Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0079s] [ 56%] 2025-08-26T22:50:38.9209261Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0150s] [ 56%] 2025-08-26T22:50:38.9209535Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0163s] [ 56%] 2025-08-26T22:50:38.9209861Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0254s] [ 56%] 2025-08-26T22:50:38.9210159Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0216s] [ 56%] 2025-08-26T22:50:38.9210449Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0219s] [ 56%] 2025-08-26T22:50:38.9210837Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 56%] 2025-08-26T22:50:38.9211108Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0119s] [ 56%] 2025-08-26T22:50:38.9211456Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 56%] 2025-08-26T22:50:38.9211730Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0099s] [ 56%] 2025-08-26T22:50:38.9212078Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 56%] 2025-08-26T22:50:38.9212349Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0087s] [ 56%] 2025-08-26T22:50:38.9213689Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 56%] 2025-08-26T22:50:38.9213968Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0089s] [ 56%] 2025-08-26T22:50:38.9214240Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0109s] [ 56%] 2025-08-26T22:50:38.9214512Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0062s] [ 56%] 2025-08-26T22:50:38.9214785Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0083s] [ 56%] 2025-08-26T22:50:38.9215058Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0084s] [ 56%] 2025-08-26T22:50:38.9215348Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0101s] [ 56%] 2025-08-26T22:50:38.9215634Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0071s] [ 56%] 2025-08-26T22:50:38.9215939Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0098s] [ 56%] 2025-08-26T22:50:38.9216215Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0150s] [ 56%] 2025-08-26T22:50:38.9216564Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 57%] 2025-08-26T22:50:38.9216834Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0102s] [ 57%] 2025-08-26T22:50:38.9217183Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 57%] 2025-08-26T22:50:38.9217455Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0089s] [ 57%] 2025-08-26T22:50:38.9217803Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 57%] 2025-08-26T22:50:38.9218074Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0157s] [ 57%] 2025-08-26T22:50:38.9218425Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 57%] 2025-08-26T22:50:38.9218696Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0223s] [ 57%] 2025-08-26T22:50:38.9218969Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0163s] [ 57%] 2025-08-26T22:50:38.9219239Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0171s] [ 57%] 2025-08-26T22:50:38.9220598Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0096s] [ 57%] 2025-08-26T22:50:38.9220892Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0172s] [ 57%] 2025-08-26T22:50:38.9221208Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0182s] [ 57%] 2025-08-26T22:50:38.9221480Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0319s] [ 57%] 2025-08-26T22:50:38.9221757Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0190s] [ 57%] 2025-08-26T22:50:38.9222030Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0077s] [ 57%] 2025-08-26T22:50:38.9222379Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 57%] 2025-08-26T22:50:38.9222650Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0103s] [ 57%] 2025-08-26T22:50:38.9222997Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 57%] 2025-08-26T22:50:38.9223269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0063s] [ 57%] 2025-08-26T22:50:38.9223617Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 57%] 2025-08-26T22:50:38.9223888Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0115s] [ 57%] 2025-08-26T22:50:38.9224238Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 57%] 2025-08-26T22:50:38.9224511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0144s] [ 57%] 2025-08-26T22:50:38.9224798Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0156s] [ 57%] 2025-08-26T22:50:38.9225081Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0056s] [ 57%] 2025-08-26T22:50:38.9225364Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0074s] [ 57%] 2025-08-26T22:50:38.9225648Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0112s] [ 57%] 2025-08-26T22:50:38.9225918Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0083s] [ 57%] 2025-08-26T22:50:38.9226192Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0101s] [ 57%] 2025-08-26T22:50:38.9226465Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0134s] [ 57%] 2025-08-26T22:50:38.9227813Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0104s] [ 57%] 2025-08-26T22:50:38.9228083Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0087s] [ 57%] 2025-08-26T22:50:38.9228350Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0055s] [ 57%] 2025-08-26T22:50:38.9228624Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0069s] [ 57%] 2025-08-26T22:50:38.9228894Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0098s] [ 57%] 2025-08-26T22:50:38.9229164Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0096s] [ 57%] 2025-08-26T22:50:38.9229433Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0105s] [ 57%] 2025-08-26T22:50:38.9229788Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0105s] [ 57%] 2025-08-26T22:50:38.9230087Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0066s] [ 57%] 2025-08-26T22:50:38.9230374Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0069s] [ 57%] 2025-08-26T22:50:38.9230663Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0060s] [ 57%] 2025-08-26T22:50:38.9230950Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0058s] [ 57%] 2025-08-26T22:50:38.9231223Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0057s] [ 57%] 2025-08-26T22:50:38.9231493Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0064s] [ 57%] 2025-08-26T22:50:38.9231768Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0067s] [ 57%] 2025-08-26T22:50:38.9232038Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0071s] [ 57%] 2025-08-26T22:50:38.9232310Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0068s] [ 57%] 2025-08-26T22:50:38.9232578Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0060s] [ 57%] 2025-08-26T22:50:38.9232846Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0057s] [ 57%] 2025-08-26T22:50:38.9233115Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0062s] [ 57%] 2025-08-26T22:50:38.9234389Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0059s] [ 57%] 2025-08-26T22:50:38.9234663Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0072s] [ 57%] 2025-08-26T22:50:38.9234937Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0068s] [ 57%] 2025-08-26T22:50:38.9235207Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0067s] [ 57%] 2025-08-26T22:50:38.9235497Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0069s] [ 57%] 2025-08-26T22:50:38.9235798Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0100s] [ 57%] 2025-08-26T22:50:38.9236092Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0284s] [ 57%] 2025-08-26T22:50:38.9236366Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0316s] [ 57%] 2025-08-26T22:50:38.9236640Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0632s] [ 57%] 2025-08-26T22:50:38.9236914Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0458s] [ 57%] 2025-08-26T22:50:38.9237193Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0644s] [ 57%] 2025-08-26T22:50:38.9237468Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0486s] [ 57%] 2025-08-26T22:50:38.9237741Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0572s] [ 57%] 2025-08-26T22:50:38.9238015Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0423s] [ 57%] 2025-08-26T22:50:38.9238284Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0204s] [ 57%] 2025-08-26T22:50:38.9238557Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0334s] [ 57%] 2025-08-26T22:50:38.9238828Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0180s] [ 57%] 2025-08-26T22:50:38.9239103Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0347s] [ 57%] 2025-08-26T22:50:38.9239397Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0356s] [ 57%] 2025-08-26T22:50:38.9239748Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0494s] [ 57%] 2025-08-26T22:50:38.9241039Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0654s] [ 57%] 2025-08-26T22:50:38.9241332Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0632s] [ 57%] 2025-08-26T22:50:38.9241608Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0472s] [ 57%] 2025-08-26T22:50:38.9241880Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0516s] [ 57%] 2025-08-26T22:50:38.9242155Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0478s] [ 57%] 2025-08-26T22:50:38.9242428Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0397s] [ 57%] 2025-08-26T22:50:38.9242704Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0397s] [ 57%] 2025-08-26T22:50:38.9242979Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0363s] [ 57%] 2025-08-26T22:50:38.9243253Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0443s] [ 57%] 2025-08-26T22:50:38.9243524Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0331s] [ 57%] 2025-08-26T22:50:38.9243796Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0326s] [ 57%] 2025-08-26T22:50:38.9244069Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0328s] [ 57%] 2025-08-26T22:50:38.9244341Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0491s] [ 57%] 2025-08-26T22:50:38.9244631Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0594s] [ 57%] 2025-08-26T22:50:38.9244925Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0729s] [ 57%] 2025-08-26T22:50:38.9245212Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0659s] [ 57%] 2025-08-26T22:50:38.9245499Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0541s] [ 57%] 2025-08-26T22:50:38.9245769Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0457s] [ 57%] 2025-08-26T22:50:38.9246044Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0102s] [ 57%] 2025-08-26T22:50:38.9246319Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0209s] [ 57%] 2025-08-26T22:50:38.9246592Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0221s] [ 57%] 2025-08-26T22:50:38.9247856Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0193s] [ 57%] 2025-08-26T22:50:38.9248136Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0233s] [ 57%] 2025-08-26T22:50:38.9248412Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0328s] [ 57%] 2025-08-26T22:50:38.9248684Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0414s] [ 57%] 2025-08-26T22:50:38.9249035Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 57%] 2025-08-26T22:50:38.9249306Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0400s] [ 57%] 2025-08-26T22:50:38.9249653Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 57%] 2025-08-26T22:50:38.9250022Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0265s] [ 57%] 2025-08-26T22:50:38.9250395Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 57%] 2025-08-26T22:50:38.9250706Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0350s] [ 57%] 2025-08-26T22:50:38.9251058Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 57%] 2025-08-26T22:50:38.9251330Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0284s] [ 57%] 2025-08-26T22:50:38.9251603Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0410s] [ 57%] 2025-08-26T22:50:38.9251874Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0346s] [ 57%] 2025-08-26T22:50:38.9252147Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0334s] [ 57%] 2025-08-26T22:50:38.9252419Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0268s] [ 57%] 2025-08-26T22:50:38.9252696Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0126s] [ 57%] 2025-08-26T22:50:38.9252967Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0338s] [ 57%] 2025-08-26T22:50:38.9253241Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0195s] [ 57%] 2025-08-26T22:50:38.9253515Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0275s] [ 57%] 2025-08-26T22:50:38.9254863Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0007s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 57%] 2025-08-26T22:50:38.9255165Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0281s] [ 57%] 2025-08-26T22:50:38.9255530Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0006s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 57%] 2025-08-26T22:50:38.9255839Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0182s] [ 57%] 2025-08-26T22:50:38.9256193Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 58%] 2025-08-26T22:50:38.9256464Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0252s] [ 58%] 2025-08-26T22:50:38.9256813Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 58%] 2025-08-26T22:50:38.9257085Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0476s] [ 58%] 2025-08-26T22:50:38.9257357Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0477s] [ 58%] 2025-08-26T22:50:38.9257628Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0268s] [ 58%] 2025-08-26T22:50:38.9257902Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0270s] [ 58%] 2025-08-26T22:50:38.9258179Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0336s] [ 58%] 2025-08-26T22:50:38.9258451Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0091s] [ 58%] 2025-08-26T22:50:38.9258724Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0096s] [ 58%] 2025-08-26T22:50:38.9258998Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0094s] [ 58%] 2025-08-26T22:50:38.9259286Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0093s] [ 58%] 2025-08-26T22:50:38.9259647Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 58%] 2025-08-26T22:50:38.9260012Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0084s] [ 58%] 2025-08-26T22:50:38.9260360Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 58%] 2025-08-26T22:50:38.9260634Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0080s] [ 58%] 2025-08-26T22:50:38.9261997Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 58%] 2025-08-26T22:50:38.9262271Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0092s] [ 58%] 2025-08-26T22:50:38.9262620Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 58%] 2025-08-26T22:50:38.9262892Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0095s] [ 58%] 2025-08-26T22:50:38.9263164Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0091s] [ 58%] 2025-08-26T22:50:38.9263434Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0087s] [ 58%] 2025-08-26T22:50:38.9263708Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0089s] [ 58%] 2025-08-26T22:50:38.9263980Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0086s] [ 58%] 2025-08-26T22:50:38.9264253Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0100s] [ 58%] 2025-08-26T22:50:38.9264526Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0103s] [ 58%] 2025-08-26T22:50:38.9264823Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0114s] [ 58%] 2025-08-26T22:50:38.9265129Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0105s] [ 58%] 2025-08-26T22:50:38.9265495Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 58%] 2025-08-26T22:50:38.9265764Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0103s] [ 58%] 2025-08-26T22:50:38.9266115Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 58%] 2025-08-26T22:50:38.9266387Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0085s] [ 58%] 2025-08-26T22:50:38.9266735Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 58%] 2025-08-26T22:50:38.9267046Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0092s] [ 58%] 2025-08-26T22:50:38.9267395Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0005s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 58%] 2025-08-26T22:50:38.9267668Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0107s] [ 58%] 2025-08-26T22:50:38.9267938Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0087s] [ 58%] 2025-08-26T22:50:38.9269210Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0074s] [ 58%] 2025-08-26T22:50:38.9269485Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0074s] [ 58%] 2025-08-26T22:50:38.9269822Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0076s] [ 58%] 2025-08-26T22:50:38.9270120Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0085s] [ 58%] 2025-08-26T22:50:38.9270435Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0086s] [ 58%] 2025-08-26T22:50:38.9270725Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0088s] [ 58%] 2025-08-26T22:50:38.9270996Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0087s] [ 58%] 2025-08-26T22:50:38.9271266Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0079s] [ 58%] 2025-08-26T22:50:38.9271538Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0075s] [ 58%] 2025-08-26T22:50:38.9271808Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0074s] [ 58%] 2025-08-26T22:50:38.9272077Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0075s] [ 58%] 2025-08-26T22:50:38.9272346Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0083s] [ 58%] 2025-08-26T22:50:38.9272616Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0085s] [ 58%] 2025-08-26T22:50:38.9272885Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0087s] [ 58%] 2025-08-26T22:50:38.9273156Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0085s] [ 58%] 2025-08-26T22:50:38.9273424Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0086s] [ 58%] 2025-08-26T22:50:38.9273698Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0078s] [ 58%] 2025-08-26T22:50:38.9273967Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0079s] [ 58%] 2025-08-26T22:50:38.9274257Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0077s] [ 58%] 2025-08-26T22:50:38.9274563Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0089s] [ 58%] 2025-08-26T22:50:38.9275849Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0090s] [ 58%] 2025-08-26T22:50:38.9276125Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0100s] [ 58%] 2025-08-26T22:50:38.9276395Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0089s] [ 58%] 2025-08-26T22:50:38.9276664Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0091s] [ 58%] 2025-08-26T22:50:38.9276934Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0076s] [ 58%] 2025-08-26T22:50:38.9277203Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0078s] [ 58%] 2025-08-26T22:50:38.9277473Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0076s] [ 58%] 2025-08-26T22:50:38.9277742Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0088s] [ 58%] 2025-08-26T22:50:38.9278009Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0089s] [ 58%] 2025-08-26T22:50:38.9278279Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0099s] [ 58%] 2025-08-26T22:50:38.9278551Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0089s] [ 58%] 2025-08-26T22:50:38.9278814Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel0_warn_only_False_cuda SKIPPED [0.0005s] (skipIfRocm: test doesn't currently work on the ROCm stack) [ 58%] 2025-08-26T22:50:38.9279071Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel0_warn_only_True_cuda SKIPPED [0.0004s] (skipIfRocm: test doesn't currently work on the ROCm stack) [ 58%] 2025-08-26T22:50:38.9279354Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel1_warn_only_False_cuda SKIPPED [0.0004s] (skipIfRocm: test doesn't currently work on the ROCm stack) [ 58%] 2025-08-26T22:50:38.9279621Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel1_warn_only_True_cuda SKIPPED [0.0004s] (skipIfRocm: test doesn't currently work on the ROCm stack) [ 58%] 2025-08-26T22:50:38.9280030Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda PASSED [0.0142s] [ 58%] 2025-08-26T22:50:38.9280338Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda PASSED [0.0108s] [ 58%] 2025-08-26T22:50:38.9280644Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda PASSED [0.0107s] [ 58%] 2025-08-26T22:50:38.9280947Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda PASSED [0.0109s] [ 58%] 2025-08-26T22:50:38.9281252Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda PASSED [0.0107s] [ 58%] 2025-08-26T22:50:38.9281558Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda PASSED [0.0111s] [ 58%] 2025-08-26T22:50:38.9282871Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda PASSED [0.0110s] [ 58%] 2025-08-26T22:50:38.9283173Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda PASSED [0.0081s] [ 58%] 2025-08-26T22:50:38.9283477Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda PASSED [0.0122s] [ 58%] 2025-08-26T22:50:38.9283782Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda PASSED [0.0103s] [ 58%] 2025-08-26T22:50:38.9284085Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda PASSED [0.0104s] [ 58%] 2025-08-26T22:50:38.9284388Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda PASSED [0.0106s] [ 58%] 2025-08-26T22:50:38.9284690Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda PASSED [0.0104s] [ 58%] 2025-08-26T22:50:38.9285023Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda PASSED [0.0107s] [ 58%] 2025-08-26T22:50:38.9285359Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda PASSED [0.0107s] [ 58%] 2025-08-26T22:50:38.9285674Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda PASSED [0.0075s] [ 58%] 2025-08-26T22:50:38.9285978Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda PASSED [0.0101s] [ 58%] 2025-08-26T22:50:38.9286280Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda PASSED [0.0104s] [ 58%] 2025-08-26T22:50:38.9286584Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda PASSED [0.0104s] [ 58%] 2025-08-26T22:50:38.9286883Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda PASSED [0.0106s] [ 58%] 2025-08-26T22:50:38.9287188Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda PASSED [0.0104s] [ 58%] 2025-08-26T22:50:38.9287491Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda PASSED [0.0107s] [ 58%] 2025-08-26T22:50:38.9287792Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda PASSED [0.0106s] [ 58%] 2025-08-26T22:50:38.9288091Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda PASSED [0.0075s] [ 58%] 2025-08-26T22:50:38.9288393Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda PASSED [0.0136s] [ 58%] 2025-08-26T22:50:38.9288695Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda PASSED [0.0100s] [ 58%] 2025-08-26T22:50:38.9290034Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda PASSED [0.0099s] [ 58%] 2025-08-26T22:50:38.9290365Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda PASSED [0.0103s] [ 58%] 2025-08-26T22:50:38.9290684Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda PASSED [0.0101s] [ 58%] 2025-08-26T22:50:38.9291020Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda PASSED [0.0104s] [ 58%] 2025-08-26T22:50:38.9291323Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda PASSED [0.0104s] [ 58%] 2025-08-26T22:50:38.9291620Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda PASSED [0.0072s] [ 58%] 2025-08-26T22:50:38.9291924Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda PASSED [0.0101s] [ 58%] 2025-08-26T22:50:38.9292237Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda PASSED [0.0103s] [ 58%] 2025-08-26T22:50:38.9292540Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda PASSED [0.0102s] [ 58%] 2025-08-26T22:50:38.9292841Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda PASSED [0.0105s] [ 58%] 2025-08-26T22:50:38.9293148Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda PASSED [0.0102s] [ 58%] 2025-08-26T22:50:38.9293448Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda PASSED [0.0105s] [ 58%] 2025-08-26T22:50:38.9293748Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda PASSED [0.0104s] [ 58%] 2025-08-26T22:50:38.9294047Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda PASSED [0.0078s] [ 58%] 2025-08-26T22:50:38.9294350Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda PASSED [0.0102s] [ 58%] 2025-08-26T22:50:38.9294676Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda PASSED [0.0098s] [ 58%] 2025-08-26T22:50:38.9294991Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda PASSED [0.0099s] [ 58%] 2025-08-26T22:50:38.9295305Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda PASSED [0.0101s] [ 58%] 2025-08-26T22:50:38.9295622Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda PASSED [0.0098s] [ 59%] 2025-08-26T22:50:38.9295921Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda PASSED [0.0101s] [ 59%] 2025-08-26T22:50:38.9297221Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda PASSED [0.0102s] [ 59%] 2025-08-26T22:50:38.9297523Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda PASSED [0.0073s] [ 59%] 2025-08-26T22:50:38.9297825Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda PASSED [0.0097s] [ 59%] 2025-08-26T22:50:38.9298127Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda PASSED [0.0100s] [ 59%] 2025-08-26T22:50:38.9298428Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda PASSED [0.0099s] [ 59%] 2025-08-26T22:50:38.9298729Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda PASSED [0.0102s] [ 59%] 2025-08-26T22:50:38.9299030Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda PASSED [0.0099s] [ 59%] 2025-08-26T22:50:38.9299330Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda PASSED [0.0101s] [ 59%] 2025-08-26T22:50:38.9299631Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda PASSED [0.0101s] [ 59%] 2025-08-26T22:50:38.9300012Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda PASSED [0.0073s] [ 59%] 2025-08-26T22:50:38.9300347Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda PASSED [0.0015s] [ 59%] 2025-08-26T22:50:38.9300663Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda PASSED [0.0015s] [ 59%] 2025-08-26T22:50:38.9301001Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda PASSED [0.0015s] [ 59%] 2025-08-26T22:50:38.9301302Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda PASSED [0.0015s] [ 59%] 2025-08-26T22:50:38.9301604Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda PASSED [0.0015s] [ 59%] 2025-08-26T22:50:38.9301903Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda PASSED [0.0015s] [ 59%] 2025-08-26T22:50:38.9302200Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda PASSED [0.0015s] [ 59%] 2025-08-26T22:50:38.9302497Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda PASSED [0.0014s] [ 59%] 2025-08-26T22:50:38.9302867Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda SKIPPED [0.0005s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9303233Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda SKIPPED [0.0008s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9303600Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9304982Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9305347Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9305725Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9306100Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda SKIPPED [0.0005s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9306499Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9306864Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9307300Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9307664Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9308026Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9308388Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda SKIPPED [0.0005s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9308750Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9309112Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9309476Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9309893Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9310280Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9310659Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9311060Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9311421Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9311783Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9312145Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9313544Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda SKIPPED [0.0005s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9313906Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9314267Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9314627Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9314987Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9315356Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9315736Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda SKIPPED [0.0005s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9316109Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9316496Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9316859Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9317221Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9317585Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9317946Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9318307Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9318669Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9319029Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9319391Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9319815Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda SKIPPED [0.0005s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9320180Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9320562Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9321975Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9322335Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9322695Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9323057Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda SKIPPED [0.0005s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9323416Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9323778Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9324139Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9324498Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9324858Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9325219Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9325580Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9325954Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9326346Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9326719Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9327077Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda SKIPPED [0.0005s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9327440Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9327796Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9328158Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9328517Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9328874Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda SKIPPED [0.0004s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9330302Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda SKIPPED [0.0005s] (head_dim != head_dim_v unsupported on ROCm for now) [ 59%] 2025-08-26T22:50:38.9330576Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_query_dense_cuda SKIPPED [0.0004s] (skipIfRocm: Efficient Attention on ROCM does not support head_dim != head_dim_v for now.) [ 59%] 2025-08-26T22:50:38.9330729Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_seq_len_1_inputs_fused_kernel0_cuda PASSED [0.0133s] [ 59%] 2025-08-26T22:50:38.9330875Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_seq_len_1_inputs_fused_kernel1_cuda PASSED [0.0131s] [ 59%] 2025-08-26T22:50:38.9331001Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_choice_type_dense_cuda PASSED [0.0008s] [ 59%] 2025-08-26T22:50:38.9331157Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_choice_type_nested_cuda PASSED [0.0007s] [ 59%] 2025-08-26T22:50:38.9331390Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_priority_order_use_compile_False_cuda SKIPPED [0.0001s] (cuDNN Attention is not supported on this system) [ 59%] 2025-08-26T22:50:38.9331594Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_priority_order_use_compile_True_cuda SKIPPED [0.0001s] (cuDNN Attention is not supported on this system) [ 59%] 2025-08-26T22:50:38.9331796Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_long_sequence_mask_float16_cuda_float16 PASSED [0.0116s] [ 59%] 2025-08-26T22:50:38.9331953Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_long_sequence_mask_float32_cuda_float32 PASSED [0.0071s] [ 59%] 2025-08-26T22:50:38.9332090Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_non_contig_mask_bug_cuda PASSED [0.0113s] [ 59%] 2025-08-26T22:50:38.9332248Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_non_contiguous_mask_float16_cuda_float16 PASSED [0.0052s] [ 59%] 2025-08-26T22:50:38.9332411Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_non_contiguous_mask_float32_cuda_float32 PASSED [0.0032s] [ 59%] 2025-08-26T22:50:38.9332646Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_backwards_determinism_cuda SKIPPED [0.0001s] (This test is not behaving deterministaclly non-deterministaclly on CI/CD) [ 59%] 2025-08-26T22:50:38.9332923Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0237s] [ 59%] 2025-08-26T22:50:38.9333204Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0032s] [ 59%] 2025-08-26T22:50:38.9333471Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0102s] [ 59%] 2025-08-26T22:50:38.9333747Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0032s] [ 59%] 2025-08-26T22:50:38.9334014Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.1826s] [ 59%] 2025-08-26T22:50:38.9334282Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0041s] [ 59%] 2025-08-26T22:50:38.9336344Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0133s] [ 59%] 2025-08-26T22:50:38.9336627Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0037s] [ 59%] 2025-08-26T22:50:38.9336894Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0114s] [ 59%] 2025-08-26T22:50:38.9337199Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0038s] [ 59%] 2025-08-26T22:50:38.9337480Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0089s] [ 59%] 2025-08-26T22:50:38.9337769Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0037s] [ 59%] 2025-08-26T22:50:38.9338050Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0089s] [ 59%] 2025-08-26T22:50:38.9338324Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 59%] 2025-08-26T22:50:38.9338587Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0080s] [ 59%] 2025-08-26T22:50:38.9338854Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 59%] 2025-08-26T22:50:38.9339115Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0075s] [ 59%] 2025-08-26T22:50:38.9339389Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0030s] [ 59%] 2025-08-26T22:50:38.9339655Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0113s] [ 59%] 2025-08-26T22:50:38.9340011Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0040s] [ 60%] 2025-08-26T22:50:38.9340279Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0114s] [ 60%] 2025-08-26T22:50:38.9340545Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0033s] [ 60%] 2025-08-26T22:50:38.9340812Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0088s] [ 60%] 2025-08-26T22:50:38.9341080Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0033s] [ 60%] 2025-08-26T22:50:38.9341347Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0061s] [ 60%] 2025-08-26T22:50:38.9341641Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 60%] 2025-08-26T22:50:38.9343114Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0058s] [ 60%] 2025-08-26T22:50:38.9343410Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 60%] 2025-08-26T22:50:38.9343673Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0045s] [ 60%] 2025-08-26T22:50:38.9343942Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0029s] [ 60%] 2025-08-26T22:50:38.9344207Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0079s] [ 60%] 2025-08-26T22:50:38.9344477Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0031s] [ 60%] 2025-08-26T22:50:38.9344741Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0072s] [ 60%] 2025-08-26T22:50:38.9345007Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 60%] 2025-08-26T22:50:38.9345271Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0051s] [ 60%] 2025-08-26T22:50:38.9345537Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0030s] [ 60%] 2025-08-26T22:50:38.9345808Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0123s] [ 60%] 2025-08-26T22:50:38.9346077Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 60%] 2025-08-26T22:50:38.9346341Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0111s] [ 60%] 2025-08-26T22:50:38.9346605Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 60%] 2025-08-26T22:50:38.9346885Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0087s] [ 60%] 2025-08-26T22:50:38.9347208Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0029s] [ 60%] 2025-08-26T22:50:38.9347503Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0126s] [ 60%] 2025-08-26T22:50:38.9347774Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0032s] [ 60%] 2025-08-26T22:50:38.9348040Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0117s] [ 60%] 2025-08-26T22:50:38.9348309Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0033s] [ 60%] 2025-08-26T22:50:38.9349656Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0083s] [ 60%] 2025-08-26T22:50:38.9349985Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0034s] [ 60%] 2025-08-26T22:50:38.9350257Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0816s] [ 60%] 2025-08-26T22:50:38.9350529Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0056s] [ 60%] 2025-08-26T22:50:38.9350795Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0057s] [ 60%] 2025-08-26T22:50:38.9351061Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0055s] [ 60%] 2025-08-26T22:50:38.9351329Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0062s] [ 60%] 2025-08-26T22:50:38.9351598Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0065s] [ 60%] 2025-08-26T22:50:38.9351870Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0070s] [ 60%] 2025-08-26T22:50:38.9352175Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0066s] [ 60%] 2025-08-26T22:50:38.9352466Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0074s] [ 60%] 2025-08-26T22:50:38.9352773Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0065s] [ 60%] 2025-08-26T22:50:38.9353038Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0077s] [ 60%] 2025-08-26T22:50:38.9353308Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0074s] [ 60%] 2025-08-26T22:50:38.9353575Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 60%] 2025-08-26T22:50:38.9353845Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0030s] [ 60%] 2025-08-26T22:50:38.9354106Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0030s] [ 60%] 2025-08-26T22:50:38.9354373Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 60%] 2025-08-26T22:50:38.9354637Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0050s] [ 60%] 2025-08-26T22:50:38.9354904Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0036s] [ 60%] 2025-08-26T22:50:38.9356204Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0036s] [ 60%] 2025-08-26T22:50:38.9356477Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0036s] [ 60%] 2025-08-26T22:50:38.9356744Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0035s] [ 60%] 2025-08-26T22:50:38.9357011Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0036s] [ 60%] 2025-08-26T22:50:38.9357298Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0040s] [ 60%] 2025-08-26T22:50:38.9357581Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0039s] [ 60%] 2025-08-26T22:50:38.9357889Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 60%] 2025-08-26T22:50:38.9358157Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0030s] [ 60%] 2025-08-26T22:50:38.9358419Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0030s] [ 60%] 2025-08-26T22:50:38.9358686Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 60%] 2025-08-26T22:50:38.9358950Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0032s] [ 60%] 2025-08-26T22:50:38.9359214Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0032s] [ 60%] 2025-08-26T22:50:38.9359479Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0035s] [ 60%] 2025-08-26T22:50:38.9359802Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0035s] [ 60%] 2025-08-26T22:50:38.9360067Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0034s] [ 60%] 2025-08-26T22:50:38.9360333Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0035s] [ 60%] 2025-08-26T22:50:38.9360597Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0037s] [ 60%] 2025-08-26T22:50:38.9360866Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0037s] [ 60%] 2025-08-26T22:50:38.9361139Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0570s] [ 60%] 2025-08-26T22:50:38.9361428Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0056s] [ 60%] 2025-08-26T22:50:38.9361709Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0057s] [ 60%] 2025-08-26T22:50:38.9363021Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0052s] [ 60%] 2025-08-26T22:50:38.9363304Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0067s] [ 60%] 2025-08-26T22:50:38.9363572Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0060s] [ 60%] 2025-08-26T22:50:38.9363842Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0064s] [ 60%] 2025-08-26T22:50:38.9364112Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0063s] [ 60%] 2025-08-26T22:50:38.9364377Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0064s] [ 60%] 2025-08-26T22:50:38.9364646Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0044s] [ 60%] 2025-08-26T22:50:38.9364908Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0074s] [ 60%] 2025-08-26T22:50:38.9365175Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0071s] [ 60%] 2025-08-26T22:50:38.9365442Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0044s] [ 60%] 2025-08-26T22:50:38.9365714Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0034s] [ 60%] 2025-08-26T22:50:38.9365980Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0042s] [ 60%] 2025-08-26T22:50:38.9366247Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0033s] [ 60%] 2025-08-26T22:50:38.9366511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0037s] [ 60%] 2025-08-26T22:50:38.9366793Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0031s] [ 60%] 2025-08-26T22:50:38.9367075Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0041s] [ 60%] 2025-08-26T22:50:38.9367375Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0037s] [ 60%] 2025-08-26T22:50:38.9367641Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0040s] [ 60%] 2025-08-26T22:50:38.9367910Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0036s] [ 60%] 2025-08-26T22:50:38.9368174Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0035s] [ 60%] 2025-08-26T22:50:38.9369452Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0035s] [ 60%] 2025-08-26T22:50:38.9369774Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 60%] 2025-08-26T22:50:38.9370048Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 60%] 2025-08-26T22:50:38.9370313Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0028s] [ 60%] 2025-08-26T22:50:38.9370577Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 60%] 2025-08-26T22:50:38.9370840Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0034s] [ 60%] 2025-08-26T22:50:38.9371104Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 60%] 2025-08-26T22:50:38.9371372Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 60%] 2025-08-26T22:50:38.9371639Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0033s] [ 60%] 2025-08-26T22:50:38.9371935Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0032s] [ 60%] 2025-08-26T22:50:38.9372217Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0032s] [ 60%] 2025-08-26T22:50:38.9372515Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0038s] [ 60%] 2025-08-26T22:50:38.9372783Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0032s] [ 60%] 2025-08-26T22:50:38.9373051Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 60%] 2025-08-26T22:50:38.9373319Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 60%] 2025-08-26T22:50:38.9373583Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0028s] [ 60%] 2025-08-26T22:50:38.9373847Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 60%] 2025-08-26T22:50:38.9374109Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0026s] [ 60%] 2025-08-26T22:50:38.9374378Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 60%] 2025-08-26T22:50:38.9374644Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 60%] 2025-08-26T22:50:38.9374915Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 60%] 2025-08-26T22:50:38.9376196Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0028s] [ 60%] 2025-08-26T22:50:38.9376466Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 60%] 2025-08-26T22:50:38.9376730Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0035s] [ 60%] 2025-08-26T22:50:38.9377014Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0029s] [ 60%] 2025-08-26T22:50:38.9377292Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 60%] 2025-08-26T22:50:38.9377593Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 60%] 2025-08-26T22:50:38.9377855Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 60%] 2025-08-26T22:50:38.9378123Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 61%] 2025-08-26T22:50:38.9378384Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0032s] [ 61%] 2025-08-26T22:50:38.9378649Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 61%] 2025-08-26T22:50:38.9378914Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0036s] [ 61%] 2025-08-26T22:50:38.9379183Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0031s] [ 61%] 2025-08-26T22:50:38.9379446Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0038s] [ 61%] 2025-08-26T22:50:38.9379783Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0033s] [ 61%] 2025-08-26T22:50:38.9380050Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0031s] [ 61%] 2025-08-26T22:50:38.9380314Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0031s] [ 61%] 2025-08-26T22:50:38.9380579Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0041s] [ 61%] 2025-08-26T22:50:38.9380847Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 61%] 2025-08-26T22:50:38.9381109Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0039s] [ 61%] 2025-08-26T22:50:38.9381400Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 61%] 2025-08-26T22:50:38.9382719Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0038s] [ 61%] 2025-08-26T22:50:38.9383008Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 61%] 2025-08-26T22:50:38.9383278Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0038s] [ 61%] 2025-08-26T22:50:38.9383546Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 61%] 2025-08-26T22:50:38.9383807Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0038s] [ 61%] 2025-08-26T22:50:38.9384072Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 61%] 2025-08-26T22:50:38.9384333Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0036s] [ 61%] 2025-08-26T22:50:38.9384599Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 61%] 2025-08-26T22:50:38.9384864Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 61%] 2025-08-26T22:50:38.9385128Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 61%] 2025-08-26T22:50:38.9385390Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0029s] [ 61%] 2025-08-26T22:50:38.9385653Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 61%] 2025-08-26T22:50:38.9385913Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 61%] 2025-08-26T22:50:38.9386174Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 61%] 2025-08-26T22:50:38.9386452Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0037s] [ 61%] 2025-08-26T22:50:38.9386730Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 61%] 2025-08-26T22:50:38.9387170Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0037s] [ 61%] 2025-08-26T22:50:38.9387435Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 61%] 2025-08-26T22:50:38.9387699Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0031s] [ 61%] 2025-08-26T22:50:38.9387965Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 61%] 2025-08-26T22:50:38.9388230Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 61%] 2025-08-26T22:50:38.9389523Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 61%] 2025-08-26T22:50:38.9389849Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0029s] [ 61%] 2025-08-26T22:50:38.9390114Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 61%] 2025-08-26T22:50:38.9390374Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 61%] 2025-08-26T22:50:38.9390635Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 61%] 2025-08-26T22:50:38.9390899Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 61%] 2025-08-26T22:50:38.9391165Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0032s] [ 61%] 2025-08-26T22:50:38.9391425Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0032s] [ 61%] 2025-08-26T22:50:38.9391726Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 61%] 2025-08-26T22:50:38.9392004Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 61%] 2025-08-26T22:50:38.9392282Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 61%] 2025-08-26T22:50:38.9392561Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0039s] [ 61%] 2025-08-26T22:50:38.9392829Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 61%] 2025-08-26T22:50:38.9393089Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0038s] [ 61%] 2025-08-26T22:50:38.9393358Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 61%] 2025-08-26T22:50:38.9393616Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0029s] [ 61%] 2025-08-26T22:50:38.9393877Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 61%] 2025-08-26T22:50:38.9394139Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0043s] [ 61%] 2025-08-26T22:50:38.9394407Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 61%] 2025-08-26T22:50:38.9394666Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0042s] [ 61%] 2025-08-26T22:50:38.9395951Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 61%] 2025-08-26T22:50:38.9396216Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 61%] 2025-08-26T22:50:38.9396487Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 61%] 2025-08-26T22:50:38.9396758Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0552s] [ 61%] 2025-08-26T22:50:38.9397047Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0055s] [ 61%] 2025-08-26T22:50:38.9397327Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0054s] [ 61%] 2025-08-26T22:50:38.9397625Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0054s] [ 61%] 2025-08-26T22:50:38.9397890Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0058s] [ 61%] 2025-08-26T22:50:38.9398158Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0060s] [ 61%] 2025-08-26T22:50:38.9398507Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0036s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9398855Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9399194Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0028s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9399536Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9399931Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0014s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9400270Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9400538Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0090s] [ 61%] 2025-08-26T22:50:38.9400808Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0033s] [ 61%] 2025-08-26T22:50:38.9401092Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0084s] [ 61%] 2025-08-26T22:50:38.9401371Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0031s] [ 61%] 2025-08-26T22:50:38.9401655Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0073s] [ 61%] 2025-08-26T22:50:38.9402965Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0034s] [ 61%] 2025-08-26T22:50:38.9403308Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9403649Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9403987Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9404330Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0011s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9404667Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9405006Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9405274Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 61%] 2025-08-26T22:50:38.9405541Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0030s] [ 61%] 2025-08-26T22:50:38.9405805Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0031s] [ 61%] 2025-08-26T22:50:38.9406069Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0031s] [ 61%] 2025-08-26T22:50:38.9406350Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0030s] [ 61%] 2025-08-26T22:50:38.9406630Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0032s] [ 61%] 2025-08-26T22:50:38.9407017Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9407357Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9407695Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9408032Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9408368Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9408705Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0011s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9408973Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0295s] [ 61%] 2025-08-26T22:50:38.9409241Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0052s] [ 61%] 2025-08-26T22:50:38.9410575Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0051s] [ 61%] 2025-08-26T22:50:38.9410842Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0051s] [ 61%] 2025-08-26T22:50:38.9411107Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0055s] [ 61%] 2025-08-26T22:50:38.9411373Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0057s] [ 61%] 2025-08-26T22:50:38.9411743Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0031s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9412100Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9412470Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9412808Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0043s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9413144Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9413482Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9413754Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0046s] [ 61%] 2025-08-26T22:50:38.9414025Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0063s] [ 61%] 2025-08-26T22:50:38.9414291Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0062s] [ 61%] 2025-08-26T22:50:38.9414557Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0060s] [ 61%] 2025-08-26T22:50:38.9414823Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0076s] [ 61%] 2025-08-26T22:50:38.9415091Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0081s] [ 61%] 2025-08-26T22:50:38.9415432Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0038s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9415794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0033s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9416143Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9416514Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9417869Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 61%] 2025-08-26T22:50:38.9418212Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0050s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9418483Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0037s] [ 62%] 2025-08-26T22:50:38.9418752Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0035s] [ 62%] 2025-08-26T22:50:38.9419018Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0038s] [ 62%] 2025-08-26T22:50:38.9419283Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0035s] [ 62%] 2025-08-26T22:50:38.9419548Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0046s] [ 62%] 2025-08-26T22:50:38.9419869Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0040s] [ 62%] 2025-08-26T22:50:38.9420212Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9420557Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9420898Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9421274Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0011s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9421651Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9422003Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9422269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0036s] [ 62%] 2025-08-26T22:50:38.9422536Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0036s] [ 62%] 2025-08-26T22:50:38.9422800Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0036s] [ 62%] 2025-08-26T22:50:38.9423064Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0035s] [ 62%] 2025-08-26T22:50:38.9423328Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0039s] [ 62%] 2025-08-26T22:50:38.9423595Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0039s] [ 62%] 2025-08-26T22:50:38.9424956Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0011s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9425300Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9425635Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9425974Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9426330Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9426686Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0012s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9427031Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0356s] [ 62%] 2025-08-26T22:50:38.9427299Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0061s] [ 62%] 2025-08-26T22:50:38.9427563Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0064s] [ 62%] 2025-08-26T22:50:38.9427829Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0060s] [ 62%] 2025-08-26T22:50:38.9428093Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0079s] [ 62%] 2025-08-26T22:50:38.9428359Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0084s] [ 62%] 2025-08-26T22:50:38.9428699Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0039s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9429045Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9429380Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9429780Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0039s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9430116Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9430455Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9430747Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0038s] [ 62%] 2025-08-26T22:50:38.9431035Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0032s] [ 62%] 2025-08-26T22:50:38.9432371Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0036s] [ 62%] 2025-08-26T22:50:38.9432641Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0032s] [ 62%] 2025-08-26T22:50:38.9432910Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0039s] [ 62%] 2025-08-26T22:50:38.9433178Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0035s] [ 62%] 2025-08-26T22:50:38.9433520Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0011s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9433865Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9434202Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9434545Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9434883Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9435222Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0011s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9435490Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0036s] [ 62%] 2025-08-26T22:50:38.9435757Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0030s] [ 62%] 2025-08-26T22:50:38.9436037Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0036s] [ 62%] 2025-08-26T22:50:38.9436312Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 62%] 2025-08-26T22:50:38.9436610Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0041s] [ 62%] 2025-08-26T22:50:38.9436876Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0031s] [ 62%] 2025-08-26T22:50:38.9437217Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9437559Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9437894Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9438233Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9438569Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9439998Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9440268Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0031s] [ 62%] 2025-08-26T22:50:38.9440536Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0030s] [ 62%] 2025-08-26T22:50:38.9440803Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0030s] [ 62%] 2025-08-26T22:50:38.9441067Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 62%] 2025-08-26T22:50:38.9441360Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0027s] [ 62%] 2025-08-26T22:50:38.9441641Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 62%] 2025-08-26T22:50:38.9442020Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9442360Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9442695Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9443033Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9443368Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9443707Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9443976Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 62%] 2025-08-26T22:50:38.9444243Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0033s] [ 62%] 2025-08-26T22:50:38.9444506Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0033s] [ 62%] 2025-08-26T22:50:38.9444771Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0031s] [ 62%] 2025-08-26T22:50:38.9445035Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0033s] [ 62%] 2025-08-26T22:50:38.9445298Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0032s] [ 62%] 2025-08-26T22:50:38.9445668Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9447085Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9447437Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9447774Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9448110Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9448447Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9448713Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 62%] 2025-08-26T22:50:38.9448984Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 62%] 2025-08-26T22:50:38.9449250Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0027s] [ 62%] 2025-08-26T22:50:38.9449512Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 62%] 2025-08-26T22:50:38.9449844Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0033s] [ 62%] 2025-08-26T22:50:38.9450108Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0029s] [ 62%] 2025-08-26T22:50:38.9450453Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0016s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9450819Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9451172Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0012s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9451543Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9451879Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9452217Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9452488Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0035s] [ 62%] 2025-08-26T22:50:38.9452755Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 62%] 2025-08-26T22:50:38.9453022Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0036s] [ 62%] 2025-08-26T22:50:38.9454304Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 62%] 2025-08-26T22:50:38.9454580Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0027s] [ 62%] 2025-08-26T22:50:38.9454846Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 62%] 2025-08-26T22:50:38.9455190Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0012s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9455531Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9455866Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0011s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9456223Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9456584Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0012s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9456937Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9457205Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 62%] 2025-08-26T22:50:38.9457471Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 62%] 2025-08-26T22:50:38.9457736Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 62%] 2025-08-26T22:50:38.9457997Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 62%] 2025-08-26T22:50:38.9458259Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 62%] 2025-08-26T22:50:38.9458520Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 62%] 2025-08-26T22:50:38.9458856Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 62%] 2025-08-26T22:50:38.9459191Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 63%] 2025-08-26T22:50:38.9459524Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 63%] 2025-08-26T22:50:38.9459913Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 63%] 2025-08-26T22:50:38.9460272Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 63%] 2025-08-26T22:50:38.9461644Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 63%] 2025-08-26T22:50:38.9461962Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 63%] 2025-08-26T22:50:38.9462228Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 63%] 2025-08-26T22:50:38.9462493Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0032s] [ 63%] 2025-08-26T22:50:38.9462760Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 63%] 2025-08-26T22:50:38.9463022Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 63%] 2025-08-26T22:50:38.9463283Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 63%] 2025-08-26T22:50:38.9463619Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 63%] 2025-08-26T22:50:38.9463956Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 63%] 2025-08-26T22:50:38.9464291Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0011s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 63%] 2025-08-26T22:50:38.9464628Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 63%] 2025-08-26T22:50:38.9464961Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 63%] 2025-08-26T22:50:38.9465296Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 63%] 2025-08-26T22:50:38.9465579Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 63%] 2025-08-26T22:50:38.9465864Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 63%] 2025-08-26T22:50:38.9466161Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0028s] [ 63%] 2025-08-26T22:50:38.9466427Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 63%] 2025-08-26T22:50:38.9466693Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0026s] [ 63%] 2025-08-26T22:50:38.9467003Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 63%] 2025-08-26T22:50:38.9467272Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0041s] [ 63%] 2025-08-26T22:50:38.9467540Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0033s] [ 63%] 2025-08-26T22:50:38.9468823Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0038s] [ 63%] 2025-08-26T22:50:38.9469094Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0033s] [ 63%] 2025-08-26T22:50:38.9469360Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0032s] [ 63%] 2025-08-26T22:50:38.9469627Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0031s] [ 63%] 2025-08-26T22:50:38.9469943Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 63%] 2025-08-26T22:50:38.9470212Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 63%] 2025-08-26T22:50:38.9470473Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 63%] 2025-08-26T22:50:38.9470767Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 63%] 2025-08-26T22:50:38.9471046Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0030s] [ 63%] 2025-08-26T22:50:38.9471351Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 63%] 2025-08-26T22:50:38.9471618Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0035s] [ 63%] 2025-08-26T22:50:38.9471887Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0030s] [ 63%] 2025-08-26T22:50:38.9472150Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0033s] [ 63%] 2025-08-26T22:50:38.9472417Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 63%] 2025-08-26T22:50:38.9472680Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0030s] [ 63%] 2025-08-26T22:50:38.9472944Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0030s] [ 63%] 2025-08-26T22:50:38.9473210Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 63%] 2025-08-26T22:50:38.9473477Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 63%] 2025-08-26T22:50:38.9473739Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 63%] 2025-08-26T22:50:38.9474005Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 63%] 2025-08-26T22:50:38.9475284Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0030s] [ 63%] 2025-08-26T22:50:38.9475556Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 63%] 2025-08-26T22:50:38.9475821Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0033s] [ 63%] 2025-08-26T22:50:38.9476109Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 63%] 2025-08-26T22:50:38.9476401Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0033s] [ 63%] 2025-08-26T22:50:38.9476693Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 63%] 2025-08-26T22:50:38.9476959Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 63%] 2025-08-26T22:50:38.9477226Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 63%] 2025-08-26T22:50:38.9477494Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0060s] [ 63%] 2025-08-26T22:50:38.9477765Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 63%] 2025-08-26T22:50:38.9478028Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0054s] [ 63%] 2025-08-26T22:50:38.9478294Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 63%] 2025-08-26T22:50:38.9478560Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0054s] [ 63%] 2025-08-26T22:50:38.9478825Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 63%] 2025-08-26T22:50:38.9479093Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0072s] [ 63%] 2025-08-26T22:50:38.9479364Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0032s] [ 63%] 2025-08-26T22:50:38.9479629Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0068s] [ 63%] 2025-08-26T22:50:38.9479947Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 63%] 2025-08-26T22:50:38.9480233Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0065s] [ 63%] 2025-08-26T22:50:38.9480519Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0030s] [ 63%] 2025-08-26T22:50:38.9480832Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0033s] [ 63%] 2025-08-26T22:50:38.9482128Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0033s] [ 63%] 2025-08-26T22:50:38.9482395Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0032s] [ 63%] 2025-08-26T22:50:38.9482663Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0032s] [ 63%] 2025-08-26T22:50:38.9482929Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0033s] [ 63%] 2025-08-26T22:50:38.9483198Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0033s] [ 63%] 2025-08-26T22:50:38.9483468Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0039s] [ 63%] 2025-08-26T22:50:38.9483740Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0034s] [ 63%] 2025-08-26T22:50:38.9484007Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0038s] [ 63%] 2025-08-26T22:50:38.9484276Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0034s] [ 63%] 2025-08-26T22:50:38.9484542Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0036s] [ 63%] 2025-08-26T22:50:38.9484810Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0036s] [ 63%] 2025-08-26T22:50:38.9485076Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 63%] 2025-08-26T22:50:38.9485366Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 63%] 2025-08-26T22:50:38.9485642Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 63%] 2025-08-26T22:50:38.9485947Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 63%] 2025-08-26T22:50:38.9486208Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0027s] [ 63%] 2025-08-26T22:50:38.9486473Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 63%] 2025-08-26T22:50:38.9486741Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0033s] [ 63%] 2025-08-26T22:50:38.9487009Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 63%] 2025-08-26T22:50:38.9487272Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0033s] [ 63%] 2025-08-26T22:50:38.9488540Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 63%] 2025-08-26T22:50:38.9488808Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0030s] [ 63%] 2025-08-26T22:50:38.9489076Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0030s] [ 63%] 2025-08-26T22:50:38.9489341Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 63%] 2025-08-26T22:50:38.9489609Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 63%] 2025-08-26T22:50:38.9489953Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 63%] 2025-08-26T22:50:38.9490222Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 63%] 2025-08-26T22:50:38.9490510Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0027s] [ 63%] 2025-08-26T22:50:38.9490791Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 63%] 2025-08-26T22:50:38.9491079Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 63%] 2025-08-26T22:50:38.9491366Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 63%] 2025-08-26T22:50:38.9491628Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0028s] [ 63%] 2025-08-26T22:50:38.9491892Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 63%] 2025-08-26T22:50:38.9492155Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0030s] [ 63%] 2025-08-26T22:50:38.9492418Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 63%] 2025-08-26T22:50:38.9492684Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 63%] 2025-08-26T22:50:38.9492952Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 63%] 2025-08-26T22:50:38.9493217Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0027s] [ 63%] 2025-08-26T22:50:38.9493481Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 63%] 2025-08-26T22:50:38.9493744Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0029s] [ 63%] 2025-08-26T22:50:38.9495027Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0029s] [ 63%] 2025-08-26T22:50:38.9495297Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0039s] [ 63%] 2025-08-26T22:50:38.9495565Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0030s] [ 63%] 2025-08-26T22:50:38.9495848Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0030s] [ 63%] 2025-08-26T22:50:38.9496144Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 63%] 2025-08-26T22:50:38.9496424Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0036s] [ 63%] 2025-08-26T22:50:38.9496690Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0034s] [ 63%] 2025-08-26T22:50:38.9496957Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0036s] [ 63%] 2025-08-26T22:50:38.9497225Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 63%] 2025-08-26T22:50:38.9497487Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0034s] [ 63%] 2025-08-26T22:50:38.9497752Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 64%] 2025-08-26T22:50:38.9498015Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0034s] [ 64%] 2025-08-26T22:50:38.9498280Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 64%] 2025-08-26T22:50:38.9498550Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0031s] [ 64%] 2025-08-26T22:50:38.9498820Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0031s] [ 64%] 2025-08-26T22:50:38.9499085Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0030s] [ 64%] 2025-08-26T22:50:38.9499352Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0031s] [ 64%] 2025-08-26T22:50:38.9499614Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0035s] [ 64%] 2025-08-26T22:50:38.9499964Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0030s] [ 64%] 2025-08-26T22:50:38.9501765Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 64%] 2025-08-26T22:50:38.9502068Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 64%] 2025-08-26T22:50:38.9503393Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 64%] 2025-08-26T22:50:38.9503660Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 64%] 2025-08-26T22:50:38.9503922Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0026s] [ 64%] 2025-08-26T22:50:38.9504188Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 64%] 2025-08-26T22:50:38.9504452Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0035s] [ 64%] 2025-08-26T22:50:38.9504718Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 64%] 2025-08-26T22:50:38.9504982Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0034s] [ 64%] 2025-08-26T22:50:38.9505246Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 64%] 2025-08-26T22:50:38.9505510Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0029s] [ 64%] 2025-08-26T22:50:38.9505776Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0029s] [ 64%] 2025-08-26T22:50:38.9506038Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 64%] 2025-08-26T22:50:38.9506303Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 64%] 2025-08-26T22:50:38.9506590Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 64%] 2025-08-26T22:50:38.9506867Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 64%] 2025-08-26T22:50:38.9507217Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 64%] 2025-08-26T22:50:38.9507480Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 64%] 2025-08-26T22:50:38.9507745Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0034s] [ 64%] 2025-08-26T22:50:38.9508016Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 64%] 2025-08-26T22:50:38.9508277Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0034s] [ 64%] 2025-08-26T22:50:38.9508538Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 64%] 2025-08-26T22:50:38.9509890Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 64%] 2025-08-26T22:50:38.9510158Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 64%] 2025-08-26T22:50:38.9510425Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0172s] [ 64%] 2025-08-26T22:50:38.9510692Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0144s] [ 64%] 2025-08-26T22:50:38.9510953Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0033s] [ 64%] 2025-08-26T22:50:38.9511220Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 64%] 2025-08-26T22:50:38.9511482Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0026s] [ 64%] 2025-08-26T22:50:38.9511745Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 64%] 2025-08-26T22:50:38.9512043Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0035s] [ 64%] 2025-08-26T22:50:38.9512349Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 64%] 2025-08-26T22:50:38.9512626Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0037s] [ 64%] 2025-08-26T22:50:38.9512892Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 64%] 2025-08-26T22:50:38.9513154Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0032s] [ 64%] 2025-08-26T22:50:38.9513419Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0032s] [ 64%] 2025-08-26T22:50:38.9513685Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 64%] 2025-08-26T22:50:38.9513950Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 64%] 2025-08-26T22:50:38.9514211Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0031s] [ 64%] 2025-08-26T22:50:38.9514475Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 64%] 2025-08-26T22:50:38.9514735Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 64%] 2025-08-26T22:50:38.9514997Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 64%] 2025-08-26T22:50:38.9515263Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0039s] [ 64%] 2025-08-26T22:50:38.9516551Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 64%] 2025-08-26T22:50:38.9516815Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0039s] [ 64%] 2025-08-26T22:50:38.9517100Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 64%] 2025-08-26T22:50:38.9517374Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0036s] [ 64%] 2025-08-26T22:50:38.9517665Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0032s] [ 64%] 2025-08-26T22:50:38.9517927Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0040s] [ 64%] 2025-08-26T22:50:38.9518190Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 64%] 2025-08-26T22:50:38.9518449Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0034s] [ 64%] 2025-08-26T22:50:38.9518714Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 64%] 2025-08-26T22:50:38.9518976Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0029s] [ 64%] 2025-08-26T22:50:38.9519236Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 64%] 2025-08-26T22:50:38.9519498Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0037s] [ 64%] 2025-08-26T22:50:38.9519824Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 64%] 2025-08-26T22:50:38.9520084Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0037s] [ 64%] 2025-08-26T22:50:38.9520346Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 64%] 2025-08-26T22:50:38.9520605Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 64%] 2025-08-26T22:50:38.9520867Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 64%] 2025-08-26T22:50:38.9521164Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0152s] [ 64%] 2025-08-26T22:50:38.9521447Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 64%] 2025-08-26T22:50:38.9521721Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0030s] [ 64%] 2025-08-26T22:50:38.9523014Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 64%] 2025-08-26T22:50:38.9523275Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0026s] [ 64%] 2025-08-26T22:50:38.9523536Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 64%] 2025-08-26T22:50:38.9523800Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 64%] 2025-08-26T22:50:38.9524064Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 64%] 2025-08-26T22:50:38.9524325Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0145s] [ 64%] 2025-08-26T22:50:38.9524586Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 64%] 2025-08-26T22:50:38.9524848Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 64%] 2025-08-26T22:50:38.9525107Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 64%] 2025-08-26T22:50:38.9525368Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0036s] [ 64%] 2025-08-26T22:50:38.9525632Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 64%] 2025-08-26T22:50:38.9525891Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0035s] [ 64%] 2025-08-26T22:50:38.9526152Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 64%] 2025-08-26T22:50:38.9526433Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0031s] [ 64%] 2025-08-26T22:50:38.9526710Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 64%] 2025-08-26T22:50:38.9527003Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 64%] 2025-08-26T22:50:38.9527268Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 64%] 2025-08-26T22:50:38.9527526Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0031s] [ 64%] 2025-08-26T22:50:38.9527788Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 64%] 2025-08-26T22:50:38.9528047Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0033s] [ 64%] 2025-08-26T22:50:38.9528308Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 64%] 2025-08-26T22:50:38.9529571Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0058s] [ 64%] 2025-08-26T22:50:38.9529902Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 64%] 2025-08-26T22:50:38.9530165Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0054s] [ 64%] 2025-08-26T22:50:38.9530430Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 64%] 2025-08-26T22:50:38.9530691Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0052s] [ 64%] 2025-08-26T22:50:38.9530956Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 64%] 2025-08-26T22:50:38.9531221Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0074s] [ 64%] 2025-08-26T22:50:38.9531520Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 64%] 2025-08-26T22:50:38.9531798Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0069s] [ 64%] 2025-08-26T22:50:38.9532099Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 64%] 2025-08-26T22:50:38.9532361Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0059s] [ 64%] 2025-08-26T22:50:38.9532628Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 64%] 2025-08-26T22:50:38.9532891Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 64%] 2025-08-26T22:50:38.9533157Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 64%] 2025-08-26T22:50:38.9533415Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0028s] [ 64%] 2025-08-26T22:50:38.9533676Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 64%] 2025-08-26T22:50:38.9533935Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0028s] [ 64%] 2025-08-26T22:50:38.9534201Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 64%] 2025-08-26T22:50:38.9534465Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0031s] [ 64%] 2025-08-26T22:50:38.9534730Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 64%] 2025-08-26T22:50:38.9536008Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0031s] [ 64%] 2025-08-26T22:50:38.9536276Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 64%] 2025-08-26T22:50:38.9536536Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0037s] [ 64%] 2025-08-26T22:50:38.9536820Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 65%] 2025-08-26T22:50:38.9537094Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 65%] 2025-08-26T22:50:38.9537395Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 65%] 2025-08-26T22:50:38.9537655Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0024s] [ 65%] 2025-08-26T22:50:38.9537917Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 65%] 2025-08-26T22:50:38.9538175Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0024s] [ 65%] 2025-08-26T22:50:38.9538435Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 65%] 2025-08-26T22:50:38.9538698Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 65%] 2025-08-26T22:50:38.9538961Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 65%] 2025-08-26T22:50:38.9539220Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 65%] 2025-08-26T22:50:38.9539483Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 65%] 2025-08-26T22:50:38.9539809Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0031s] [ 65%] 2025-08-26T22:50:38.9540071Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 65%] 2025-08-26T22:50:38.9540335Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 65%] 2025-08-26T22:50:38.9540600Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 65%] 2025-08-26T22:50:38.9540882Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0029s] [ 65%] 2025-08-26T22:50:38.9541160Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 65%] 2025-08-26T22:50:38.9541462Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0030s] [ 65%] 2025-08-26T22:50:38.9542744Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 65%] 2025-08-26T22:50:38.9543011Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0033s] [ 65%] 2025-08-26T22:50:38.9543276Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 65%] 2025-08-26T22:50:38.9543538Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0033s] [ 65%] 2025-08-26T22:50:38.9543799Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 65%] 2025-08-26T22:50:38.9544060Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0037s] [ 65%] 2025-08-26T22:50:38.9544323Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 65%] 2025-08-26T22:50:38.9544589Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 65%] 2025-08-26T22:50:38.9544856Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 65%] 2025-08-26T22:50:38.9545119Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 65%] 2025-08-26T22:50:38.9545385Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 65%] 2025-08-26T22:50:38.9545647Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0026s] [ 65%] 2025-08-26T22:50:38.9545929Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 65%] 2025-08-26T22:50:38.9546206Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 65%] 2025-08-26T22:50:38.9546491Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 65%] 2025-08-26T22:50:38.9546767Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0028s] [ 65%] 2025-08-26T22:50:38.9547086Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 65%] 2025-08-26T22:50:38.9547351Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0028s] [ 65%] 2025-08-26T22:50:38.9547620Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 65%] 2025-08-26T22:50:38.9547883Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 65%] 2025-08-26T22:50:38.9549157Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 65%] 2025-08-26T22:50:38.9549419Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0024s] [ 65%] 2025-08-26T22:50:38.9549745Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 65%] 2025-08-26T22:50:38.9550004Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0028s] [ 65%] 2025-08-26T22:50:38.9550265Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 65%] 2025-08-26T22:50:38.9550530Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 65%] 2025-08-26T22:50:38.9550802Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 65%] 2025-08-26T22:50:38.9551061Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0032s] [ 65%] 2025-08-26T22:50:38.9551356Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 65%] 2025-08-26T22:50:38.9551633Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0031s] [ 65%] 2025-08-26T22:50:38.9551935Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 65%] 2025-08-26T22:50:38.9552196Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 65%] 2025-08-26T22:50:38.9552460Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 65%] 2025-08-26T22:50:38.9552719Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0024s] [ 65%] 2025-08-26T22:50:38.9552984Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 65%] 2025-08-26T22:50:38.9553242Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0024s] [ 65%] 2025-08-26T22:50:38.9553503Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 65%] 2025-08-26T22:50:38.9553767Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 65%] 2025-08-26T22:50:38.9554030Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 65%] 2025-08-26T22:50:38.9554290Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 65%] 2025-08-26T22:50:38.9554550Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 65%] 2025-08-26T22:50:38.9555835Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0028s] [ 65%] 2025-08-26T22:50:38.9556099Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 65%] 2025-08-26T22:50:38.9556380Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 65%] 2025-08-26T22:50:38.9556658Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 65%] 2025-08-26T22:50:38.9556952Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 65%] 2025-08-26T22:50:38.9557213Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 65%] 2025-08-26T22:50:38.9557472Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 65%] 2025-08-26T22:50:38.9557735Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 65%] 2025-08-26T22:50:38.9557999Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 65%] 2025-08-26T22:50:38.9558267Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 65%] 2025-08-26T22:50:38.9558530Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0028s] [ 65%] 2025-08-26T22:50:38.9558794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 65%] 2025-08-26T22:50:38.9559057Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 65%] 2025-08-26T22:50:38.9559318Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 65%] 2025-08-26T22:50:38.9559582Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 65%] 2025-08-26T22:50:38.9559900Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 65%] 2025-08-26T22:50:38.9560166Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0024s] [ 65%] 2025-08-26T22:50:38.9560433Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 65%] 2025-08-26T22:50:38.9560718Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0024s] [ 65%] 2025-08-26T22:50:38.9560998Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 65%] 2025-08-26T22:50:38.9562320Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 65%] 2025-08-26T22:50:38.9562590Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 65%] 2025-08-26T22:50:38.9562853Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0028s] [ 65%] 2025-08-26T22:50:38.9563120Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 65%] 2025-08-26T22:50:38.9563382Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0032s] [ 65%] 2025-08-26T22:50:38.9563644Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 65%] 2025-08-26T22:50:38.9563910Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 65%] 2025-08-26T22:50:38.9564174Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 65%] 2025-08-26T22:50:38.9564433Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0028s] [ 65%] 2025-08-26T22:50:38.9564695Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 65%] 2025-08-26T22:50:38.9564954Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0023s] [ 65%] 2025-08-26T22:50:38.9565216Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 65%] 2025-08-26T22:50:38.9565478Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 65%] 2025-08-26T22:50:38.9565758Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 65%] 2025-08-26T22:50:38.9566032Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 65%] 2025-08-26T22:50:38.9566330Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 65%] 2025-08-26T22:50:38.9566588Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0026s] [ 65%] 2025-08-26T22:50:38.9566850Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 65%] 2025-08-26T22:50:38.9567110Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 65%] 2025-08-26T22:50:38.9567374Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 65%] 2025-08-26T22:50:38.9568635Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0024s] [ 65%] 2025-08-26T22:50:38.9568898Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 65%] 2025-08-26T22:50:38.9569156Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0024s] [ 65%] 2025-08-26T22:50:38.9569421Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 65%] 2025-08-26T22:50:38.9569733Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 65%] 2025-08-26T22:50:38.9569996Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 65%] 2025-08-26T22:50:38.9570254Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 65%] 2025-08-26T22:50:38.9570516Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 65%] 2025-08-26T22:50:38.9570772Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0026s] [ 65%] 2025-08-26T22:50:38.9571062Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 65%] 2025-08-26T22:50:38.9571355Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 65%] 2025-08-26T22:50:38.9571638Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 65%] 2025-08-26T22:50:38.9571896Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 65%] 2025-08-26T22:50:38.9572159Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 65%] 2025-08-26T22:50:38.9572416Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0031s] [ 65%] 2025-08-26T22:50:38.9572677Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 65%] 2025-08-26T22:50:38.9572939Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 65%] 2025-08-26T22:50:38.9573202Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 66%] 2025-08-26T22:50:38.9573462Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 66%] 2025-08-26T22:50:38.9573725Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 66%] 2025-08-26T22:50:38.9573985Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 66%] 2025-08-26T22:50:38.9575265Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 66%] 2025-08-26T22:50:38.9575531Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0034s] [ 66%] 2025-08-26T22:50:38.9575794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 66%] 2025-08-26T22:50:38.9576072Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0033s] [ 66%] 2025-08-26T22:50:38.9576352Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 66%] 2025-08-26T22:50:38.9576634Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0030s] [ 66%] 2025-08-26T22:50:38.9576894Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 66%] 2025-08-26T22:50:38.9577156Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0036s] [ 66%] 2025-08-26T22:50:38.9577419Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 66%] 2025-08-26T22:50:38.9577677Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0036s] [ 66%] 2025-08-26T22:50:38.9577937Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 66%] 2025-08-26T22:50:38.9578195Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0033s] [ 66%] 2025-08-26T22:50:38.9578455Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 66%] 2025-08-26T22:50:38.9578715Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0034s] [ 66%] 2025-08-26T22:50:38.9578977Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 66%] 2025-08-26T22:50:38.9579235Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0033s] [ 66%] 2025-08-26T22:50:38.9579493Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 66%] 2025-08-26T22:50:38.9579798Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0037s] [ 66%] 2025-08-26T22:50:38.9580058Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 66%] 2025-08-26T22:50:38.9580344Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0031s] [ 66%] 2025-08-26T22:50:38.9581660Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 66%] 2025-08-26T22:50:38.9581936Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0031s] [ 66%] 2025-08-26T22:50:38.9582196Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 66%] 2025-08-26T22:50:38.9582454Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0030s] [ 66%] 2025-08-26T22:50:38.9582713Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 66%] 2025-08-26T22:50:38.9582972Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 66%] 2025-08-26T22:50:38.9583232Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 66%] 2025-08-26T22:50:38.9583489Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0033s] [ 66%] 2025-08-26T22:50:38.9583747Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 66%] 2025-08-26T22:50:38.9584002Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0029s] [ 66%] 2025-08-26T22:50:38.9584259Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 66%] 2025-08-26T22:50:38.9584521Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 66%] 2025-08-26T22:50:38.9584783Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 66%] 2025-08-26T22:50:38.9585039Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0026s] [ 66%] 2025-08-26T22:50:38.9585311Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 66%] 2025-08-26T22:50:38.9585580Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0026s] [ 66%] 2025-08-26T22:50:38.9585867Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 66%] 2025-08-26T22:50:38.9586125Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0031s] [ 66%] 2025-08-26T22:50:38.9586387Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 66%] 2025-08-26T22:50:38.9586642Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0033s] [ 66%] 2025-08-26T22:50:38.9586904Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 66%] 2025-08-26T22:50:38.9588234Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0035s] [ 66%] 2025-08-26T22:50:38.9588495Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 66%] 2025-08-26T22:50:38.9588760Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0038s] [ 66%] 2025-08-26T22:50:38.9589029Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 66%] 2025-08-26T22:50:38.9589290Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0037s] [ 66%] 2025-08-26T22:50:38.9589550Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0031s] [ 66%] 2025-08-26T22:50:38.9589865Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0042s] [ 66%] 2025-08-26T22:50:38.9590128Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0030s] [ 66%] 2025-08-26T22:50:38.9590398Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0800s] [ 66%] 2025-08-26T22:50:38.9590700Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0088s] [ 66%] 2025-08-26T22:50:38.9590990Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0088s] [ 66%] 2025-08-26T22:50:38.9591291Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0087s] [ 66%] 2025-08-26T22:50:38.9591555Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0113s] [ 66%] 2025-08-26T22:50:38.9591822Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0123s] [ 66%] 2025-08-26T22:50:38.9592090Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0104s] [ 66%] 2025-08-26T22:50:38.9592367Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0114s] [ 66%] 2025-08-26T22:50:38.9592634Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0113s] [ 66%] 2025-08-26T22:50:38.9592901Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0114s] [ 66%] 2025-08-26T22:50:38.9593168Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0145s] [ 66%] 2025-08-26T22:50:38.9593434Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0149s] [ 66%] 2025-08-26T22:50:38.9594730Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0040s] [ 66%] 2025-08-26T22:50:38.9595001Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0040s] [ 66%] 2025-08-26T22:50:38.9595266Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0040s] [ 66%] 2025-08-26T22:50:38.9595533Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0040s] [ 66%] 2025-08-26T22:50:38.9595832Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0048s] [ 66%] 2025-08-26T22:50:38.9596114Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0048s] [ 66%] 2025-08-26T22:50:38.9596410Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0050s] [ 66%] 2025-08-26T22:50:38.9596679Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0049s] [ 66%] 2025-08-26T22:50:38.9596943Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0051s] [ 66%] 2025-08-26T22:50:38.9597208Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0050s] [ 66%] 2025-08-26T22:50:38.9597472Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0063s] [ 66%] 2025-08-26T22:50:38.9597740Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0062s] [ 66%] 2025-08-26T22:50:38.9598006Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0044s] [ 66%] 2025-08-26T22:50:38.9598274Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0043s] [ 66%] 2025-08-26T22:50:38.9598536Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0042s] [ 66%] 2025-08-26T22:50:38.9598799Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0041s] [ 66%] 2025-08-26T22:50:38.9599061Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0048s] [ 66%] 2025-08-26T22:50:38.9599325Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0048s] [ 66%] 2025-08-26T22:50:38.9599590Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0051s] [ 66%] 2025-08-26T22:50:38.9599942Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0051s] [ 66%] 2025-08-26T22:50:38.9600224Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0050s] [ 66%] 2025-08-26T22:50:38.9601545Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0051s] [ 66%] 2025-08-26T22:50:38.9601810Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0062s] [ 66%] 2025-08-26T22:50:38.9602077Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0062s] [ 66%] 2025-08-26T22:50:38.9602343Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0747s] [ 66%] 2025-08-26T22:50:38.9602615Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0080s] [ 66%] 2025-08-26T22:50:38.9602878Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0080s] [ 66%] 2025-08-26T22:50:38.9603144Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0078s] [ 66%] 2025-08-26T22:50:38.9603413Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0100s] [ 66%] 2025-08-26T22:50:38.9603678Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0111s] [ 66%] 2025-08-26T22:50:38.9603948Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0098s] [ 66%] 2025-08-26T22:50:38.9604218Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0106s] [ 66%] 2025-08-26T22:50:38.9604483Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0110s] [ 66%] 2025-08-26T22:50:38.9604749Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0117s] [ 66%] 2025-08-26T22:50:38.9605025Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0134s] [ 66%] 2025-08-26T22:50:38.9605304Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0136s] [ 66%] 2025-08-26T22:50:38.9605585Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0142s] [ 66%] 2025-08-26T22:50:38.9605872Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0122s] [ 66%] 2025-08-26T22:50:38.9606136Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0122s] [ 66%] 2025-08-26T22:50:38.9606404Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0122s] [ 66%] 2025-08-26T22:50:38.9606668Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0170s] [ 66%] 2025-08-26T22:50:38.9607954Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0178s] [ 66%] 2025-08-26T22:50:38.9608225Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0148s] [ 66%] 2025-08-26T22:50:38.9608497Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0157s] [ 66%] 2025-08-26T22:50:38.9608766Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0156s] [ 66%] 2025-08-26T22:50:38.9609036Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0159s] [ 66%] 2025-08-26T22:50:38.9609301Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0213s] [ 66%] 2025-08-26T22:50:38.9609568Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0209s] [ 66%] 2025-08-26T22:50:38.9609900Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0104s] [ 66%] 2025-08-26T22:50:38.9610170Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0066s] [ 66%] 2025-08-26T22:50:38.9610459Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0081s] [ 67%] 2025-08-26T22:50:38.9610758Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0081s] [ 67%] 2025-08-26T22:50:38.9611041Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0101s] [ 67%] 2025-08-26T22:50:38.9611309Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0102s] [ 67%] 2025-08-26T22:50:38.9611575Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0099s] [ 67%] 2025-08-26T22:50:38.9611845Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0106s] [ 67%] 2025-08-26T22:50:38.9612107Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0105s] [ 67%] 2025-08-26T22:50:38.9612373Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0105s] [ 67%] 2025-08-26T22:50:38.9612636Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0132s] [ 67%] 2025-08-26T22:50:38.9612903Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0131s] [ 67%] 2025-08-26T22:50:38.9613167Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0060s] [ 67%] 2025-08-26T22:50:38.9613438Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0060s] [ 67%] 2025-08-26T22:50:38.9614730Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0060s] [ 67%] 2025-08-26T22:50:38.9614998Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0061s] [ 67%] 2025-08-26T22:50:38.9615258Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0078s] [ 67%] 2025-08-26T22:50:38.9615549Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0077s] [ 67%] 2025-08-26T22:50:38.9615829Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0078s] [ 67%] 2025-08-26T22:50:38.9616123Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0077s] [ 67%] 2025-08-26T22:50:38.9616384Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0077s] [ 67%] 2025-08-26T22:50:38.9616651Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0077s] [ 67%] 2025-08-26T22:50:38.9616919Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0101s] [ 67%] 2025-08-26T22:50:38.9617185Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0101s] [ 67%] 2025-08-26T22:50:38.9617452Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0448s] [ 67%] 2025-08-26T22:50:38.9617722Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0347s] [ 67%] 2025-08-26T22:50:38.9617986Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0111s] [ 67%] 2025-08-26T22:50:38.9618251Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0110s] [ 67%] 2025-08-26T22:50:38.9618513Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0148s] [ 67%] 2025-08-26T22:50:38.9618779Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0160s] [ 67%] 2025-08-26T22:50:38.9619049Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0139s] [ 67%] 2025-08-26T22:50:38.9619317Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0165s] [ 67%] 2025-08-26T22:50:38.9619600Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0141s] [ 67%] 2025-08-26T22:50:38.9619941Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0102s] [ 67%] 2025-08-26T22:50:38.9621267Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0189s] [ 67%] 2025-08-26T22:50:38.9621537Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0188s] [ 67%] 2025-08-26T22:50:38.9621804Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0083s] [ 67%] 2025-08-26T22:50:38.9622076Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0070s] [ 67%] 2025-08-26T22:50:38.9622345Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0070s] [ 67%] 2025-08-26T22:50:38.9622611Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0070s] [ 67%] 2025-08-26T22:50:38.9622878Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0080s] [ 67%] 2025-08-26T22:50:38.9623145Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0087s] [ 67%] 2025-08-26T22:50:38.9623413Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0149s] [ 67%] 2025-08-26T22:50:38.9623684Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0561s] [ 67%] 2025-08-26T22:50:38.9623950Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0687s] [ 67%] 2025-08-26T22:50:38.9624217Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0640s] [ 67%] 2025-08-26T22:50:38.9624487Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0467s] [ 67%] 2025-08-26T22:50:38.9624792Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0493s] [ 67%] 2025-08-26T22:50:38.9625075Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0038s] [ 67%] 2025-08-26T22:50:38.9625371Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0035s] [ 67%] 2025-08-26T22:50:38.9625633Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0036s] [ 67%] 2025-08-26T22:50:38.9625899Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0035s] [ 67%] 2025-08-26T22:50:38.9626162Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0034s] [ 67%] 2025-08-26T22:50:38.9626429Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0034s] [ 67%] 2025-08-26T22:50:38.9627753Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0041s] [ 67%] 2025-08-26T22:50:38.9628029Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0040s] [ 67%] 2025-08-26T22:50:38.9628295Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0041s] [ 67%] 2025-08-26T22:50:38.9628561Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0040s] [ 67%] 2025-08-26T22:50:38.9628825Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0041s] [ 67%] 2025-08-26T22:50:38.9629091Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0040s] [ 67%] 2025-08-26T22:50:38.9629358Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0035s] [ 67%] 2025-08-26T22:50:38.9629628Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0035s] [ 67%] 2025-08-26T22:50:38.9629936Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0035s] [ 67%] 2025-08-26T22:50:38.9630239Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0034s] [ 67%] 2025-08-26T22:50:38.9630545Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0032s] [ 67%] 2025-08-26T22:50:38.9630831Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0034s] [ 67%] 2025-08-26T22:50:38.9631097Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0040s] [ 67%] 2025-08-26T22:50:38.9631366Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0040s] [ 67%] 2025-08-26T22:50:38.9631629Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0039s] [ 67%] 2025-08-26T22:50:38.9631896Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0039s] [ 67%] 2025-08-26T22:50:38.9632161Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0040s] [ 67%] 2025-08-26T22:50:38.9632427Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0040s] [ 67%] 2025-08-26T22:50:38.9632695Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.6242s] [ 67%] 2025-08-26T22:50:38.9632963Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0418s] [ 67%] 2025-08-26T22:50:38.9633231Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0588s] [ 67%] 2025-08-26T22:50:38.9634512Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0484s] [ 67%] 2025-08-26T22:50:38.9634778Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0548s] [ 67%] 2025-08-26T22:50:38.9635043Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0710s] [ 67%] 2025-08-26T22:50:38.9635331Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0723s] [ 67%] 2025-08-26T22:50:38.9635615Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0723s] [ 67%] 2025-08-26T22:50:38.9635914Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0680s] [ 67%] 2025-08-26T22:50:38.9636180Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0679s] [ 67%] 2025-08-26T22:50:38.9636443Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0660s] [ 67%] 2025-08-26T22:50:38.9636710Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0893s] [ 67%] 2025-08-26T22:50:38.9636977Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0036s] [ 67%] 2025-08-26T22:50:38.9637244Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0034s] [ 67%] 2025-08-26T22:50:38.9637508Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0033s] [ 67%] 2025-08-26T22:50:38.9637774Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0035s] [ 67%] 2025-08-26T22:50:38.9638036Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0039s] [ 67%] 2025-08-26T22:50:38.9638299Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0036s] [ 67%] 2025-08-26T22:50:38.9638565Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0038s] [ 67%] 2025-08-26T22:50:38.9638833Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0038s] [ 67%] 2025-08-26T22:50:38.9639095Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0037s] [ 67%] 2025-08-26T22:50:38.9639374Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0037s] [ 67%] 2025-08-26T22:50:38.9639648Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0040s] [ 67%] 2025-08-26T22:50:38.9641043Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0039s] [ 67%] 2025-08-26T22:50:38.9641309Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0031s] [ 67%] 2025-08-26T22:50:38.9641577Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0031s] [ 67%] 2025-08-26T22:50:38.9641836Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0031s] [ 67%] 2025-08-26T22:50:38.9642100Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0031s] [ 67%] 2025-08-26T22:50:38.9642359Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0030s] [ 67%] 2025-08-26T22:50:38.9642621Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0029s] [ 67%] 2025-08-26T22:50:38.9642888Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0035s] [ 67%] 2025-08-26T22:50:38.9643157Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0033s] [ 67%] 2025-08-26T22:50:38.9643418Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0033s] [ 67%] 2025-08-26T22:50:38.9643681Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0033s] [ 67%] 2025-08-26T22:50:38.9643942Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0031s] [ 67%] 2025-08-26T22:50:38.9644206Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0031s] [ 67%] 2025-08-26T22:50:38.9644468Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 67%] 2025-08-26T22:50:38.9644754Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 67%] 2025-08-26T22:50:38.9645047Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0029s] [ 67%] 2025-08-26T22:50:38.9645325Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 67%] 2025-08-26T22:50:38.9645585Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0029s] [ 67%] 2025-08-26T22:50:38.9645847Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0033s] [ 67%] 2025-08-26T22:50:38.9646108Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0033s] [ 67%] 2025-08-26T22:50:38.9646374Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0031s] [ 67%] 2025-08-26T22:50:38.9647647Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0031s] [ 67%] 2025-08-26T22:50:38.9647911Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0031s] [ 67%] 2025-08-26T22:50:38.9648174Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0030s] [ 68%] 2025-08-26T22:50:38.9648434Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0029s] [ 68%] 2025-08-26T22:50:38.9648699Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 68%] 2025-08-26T22:50:38.9648964Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 68%] 2025-08-26T22:50:38.9649225Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0029s] [ 68%] 2025-08-26T22:50:38.9649487Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 68%] 2025-08-26T22:50:38.9649841Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0032s] [ 68%] 2025-08-26T22:50:38.9650128Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0031s] [ 68%] 2025-08-26T22:50:38.9650426Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 68%] 2025-08-26T22:50:38.9650694Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0031s] [ 68%] 2025-08-26T22:50:38.9650957Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0030s] [ 68%] 2025-08-26T22:50:38.9651221Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0034s] [ 68%] 2025-08-26T22:50:38.9651483Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0036s] [ 68%] 2025-08-26T22:50:38.9651746Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0036s] [ 68%] 2025-08-26T22:50:38.9652016Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.4916s] [ 68%] 2025-08-26T22:50:38.9652287Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0508s] [ 68%] 2025-08-26T22:50:38.9652552Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0707s] [ 68%] 2025-08-26T22:50:38.9652820Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0524s] [ 68%] 2025-08-26T22:50:38.9654105Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0709s] [ 68%] 2025-08-26T22:50:38.9654379Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.1134s] [ 68%] 2025-08-26T22:50:38.9654725Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.1001s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9655090Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0014s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9655455Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0289s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9655811Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0014s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9656149Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0014s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9656493Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0015s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9656763Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0064s] [ 68%] 2025-08-26T22:50:38.9657032Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0420s] [ 68%] 2025-08-26T22:50:38.9657301Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.1221s] [ 68%] 2025-08-26T22:50:38.9657570Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0625s] [ 68%] 2025-08-26T22:50:38.9657835Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0461s] [ 68%] 2025-08-26T22:50:38.9658104Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0987s] [ 68%] 2025-08-26T22:50:38.9658446Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0726s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9658793Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9659144Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9659494Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0011s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9659917Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0185s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9660255Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9661544Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0065s] [ 68%] 2025-08-26T22:50:38.9661815Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0063s] [ 68%] 2025-08-26T22:50:38.9662080Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0062s] [ 68%] 2025-08-26T22:50:38.9662344Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0062s] [ 68%] 2025-08-26T22:50:38.9662606Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0077s] [ 68%] 2025-08-26T22:50:38.9662871Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0079s] [ 68%] 2025-08-26T22:50:38.9663210Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9663551Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0011s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9663888Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9664227Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9664589Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9664956Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9665240Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.2073s] [ 68%] 2025-08-26T22:50:38.9665508Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0526s] [ 68%] 2025-08-26T22:50:38.9665773Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0531s] [ 68%] 2025-08-26T22:50:38.9666038Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0733s] [ 68%] 2025-08-26T22:50:38.9666302Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0629s] [ 68%] 2025-08-26T22:50:38.9666568Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.1053s] [ 68%] 2025-08-26T22:50:38.9666907Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0866s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9667292Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0015s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9667629Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0014s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9668981Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0295s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9669320Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0068s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9669757Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0014s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9670049Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0161s] [ 68%] 2025-08-26T22:50:38.9670367Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0801s] [ 68%] 2025-08-26T22:50:38.9670633Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0837s] [ 68%] 2025-08-26T22:50:38.9670901Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.1110s] [ 68%] 2025-08-26T22:50:38.9671166Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0391s] [ 68%] 2025-08-26T22:50:38.9671435Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0694s] [ 68%] 2025-08-26T22:50:38.9671779Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0446s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9672129Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0287s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9672471Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0014s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9672814Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0014s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9673155Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0014s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9673499Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0027s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9673767Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0228s] [ 68%] 2025-08-26T22:50:38.9674054Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0105s] [ 68%] 2025-08-26T22:50:38.9674336Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0177s] [ 68%] 2025-08-26T22:50:38.9674630Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0325s] [ 68%] 2025-08-26T22:50:38.9674893Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0348s] [ 68%] 2025-08-26T22:50:38.9676393Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0597s] [ 68%] 2025-08-26T22:50:38.9676738Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0470s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9677080Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9677417Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9677756Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0138s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9678093Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0011s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9678431Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9678698Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0106s] [ 68%] 2025-08-26T22:50:38.9678966Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0225s] [ 68%] 2025-08-26T22:50:38.9679227Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0323s] [ 68%] 2025-08-26T22:50:38.9679511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0393s] [ 68%] 2025-08-26T22:50:38.9679859Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0343s] [ 68%] 2025-08-26T22:50:38.9680170Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0165s] [ 68%] 2025-08-26T22:50:38.9680509Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0035s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9680849Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0117s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9681185Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9681520Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9681855Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9682196Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0012s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9682463Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0170s] [ 68%] 2025-08-26T22:50:38.9683758Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0307s] [ 68%] 2025-08-26T22:50:38.9684025Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0439s] [ 68%] 2025-08-26T22:50:38.9684291Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0292s] [ 68%] 2025-08-26T22:50:38.9684553Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0402s] [ 68%] 2025-08-26T22:50:38.9684844Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0594s] [ 68%] 2025-08-26T22:50:38.9685218Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0607s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9685582Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9685917Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9686254Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0199s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9686588Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9686925Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0017s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 68%] 2025-08-26T22:50:38.9687194Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0062s] [ 68%] 2025-08-26T22:50:38.9687467Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0082s] [ 68%] 2025-08-26T22:50:38.9687737Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0088s] [ 68%] 2025-08-26T22:50:38.9688004Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0082s] [ 68%] 2025-08-26T22:50:38.9688269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0105s] [ 68%] 2025-08-26T22:50:38.9688536Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0105s] [ 68%] 2025-08-26T22:50:38.9688895Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0642s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9689250Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0808s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9689615Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9691043Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0012s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9691384Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0012s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9691726Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0014s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9691993Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0038s] [ 69%] 2025-08-26T22:50:38.9692261Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0037s] [ 69%] 2025-08-26T22:50:38.9692524Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0038s] [ 69%] 2025-08-26T22:50:38.9692789Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0037s] [ 69%] 2025-08-26T22:50:38.9693051Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0045s] [ 69%] 2025-08-26T22:50:38.9693319Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0044s] [ 69%] 2025-08-26T22:50:38.9693659Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9693998Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9694364Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9694737Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9695090Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9695429Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9695695Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0040s] [ 69%] 2025-08-26T22:50:38.9695965Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0040s] [ 69%] 2025-08-26T22:50:38.9696227Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0039s] [ 69%] 2025-08-26T22:50:38.9696493Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0040s] [ 69%] 2025-08-26T22:50:38.9696756Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0043s] [ 69%] 2025-08-26T22:50:38.9697020Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0045s] [ 69%] 2025-08-26T22:50:38.9698366Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9698710Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9699049Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9699405Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9699819Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9700201Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9700467Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.5916s] [ 69%] 2025-08-26T22:50:38.9700736Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0291s] [ 69%] 2025-08-26T22:50:38.9701000Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0676s] [ 69%] 2025-08-26T22:50:38.9701266Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0642s] [ 69%] 2025-08-26T22:50:38.9701528Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0606s] [ 69%] 2025-08-26T22:50:38.9701791Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0626s] [ 69%] 2025-08-26T22:50:38.9702132Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0130s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9702471Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9702808Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0011s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9703149Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0370s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9703487Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0012s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9703843Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9704124Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0039s] [ 69%] 2025-08-26T22:50:38.9704423Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0034s] [ 69%] 2025-08-26T22:50:38.9705710Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0034s] [ 69%] 2025-08-26T22:50:38.9705979Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0034s] [ 69%] 2025-08-26T22:50:38.9706244Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0037s] [ 69%] 2025-08-26T22:50:38.9706510Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0036s] [ 69%] 2025-08-26T22:50:38.9706852Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9707227Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9707565Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9707902Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9708236Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9708573Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0011s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9708840Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 69%] 2025-08-26T22:50:38.9709125Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 69%] 2025-08-26T22:50:38.9709398Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 69%] 2025-08-26T22:50:38.9709742Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 69%] 2025-08-26T22:50:38.9710003Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0026s] [ 69%] 2025-08-26T22:50:38.9710264Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 69%] 2025-08-26T22:50:38.9710601Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9710941Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9711277Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9711611Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0012s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9712963Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9713301Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9713565Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0033s] [ 69%] 2025-08-26T22:50:38.9713831Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 69%] 2025-08-26T22:50:38.9714090Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0028s] [ 69%] 2025-08-26T22:50:38.9714378Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 69%] 2025-08-26T22:50:38.9714657Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0026s] [ 69%] 2025-08-26T22:50:38.9714950Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 69%] 2025-08-26T22:50:38.9715287Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9715623Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9715957Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9716290Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9716626Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9716961Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9717224Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 69%] 2025-08-26T22:50:38.9717490Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 69%] 2025-08-26T22:50:38.9717750Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0031s] [ 69%] 2025-08-26T22:50:38.9718014Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0031s] [ 69%] 2025-08-26T22:50:38.9718272Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0034s] [ 69%] 2025-08-26T22:50:38.9718550Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0034s] [ 69%] 2025-08-26T22:50:38.9719998Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9720362Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9720702Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9721040Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9721378Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9721715Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 69%] 2025-08-26T22:50:38.9721988Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.2567s] [ 69%] 2025-08-26T22:50:38.9722264Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0115s] [ 69%] 2025-08-26T22:50:38.9722531Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0067s] [ 69%] 2025-08-26T22:50:38.9722800Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0064s] [ 69%] 2025-08-26T22:50:38.9723066Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0388s] [ 69%] 2025-08-26T22:50:38.9723336Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0656s] [ 69%] 2025-08-26T22:50:38.9723605Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0646s] [ 69%] 2025-08-26T22:50:38.9723897Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0425s] [ 69%] 2025-08-26T22:50:38.9724199Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0878s] [ 69%] 2025-08-26T22:50:38.9724485Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0433s] [ 69%] 2025-08-26T22:50:38.9724749Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0485s] [ 69%] 2025-08-26T22:50:38.9725015Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0634s] [ 69%] 2025-08-26T22:50:38.9725282Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0035s] [ 69%] 2025-08-26T22:50:38.9725549Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0033s] [ 69%] 2025-08-26T22:50:38.9725809Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0034s] [ 69%] 2025-08-26T22:50:38.9727085Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0034s] [ 69%] 2025-08-26T22:50:38.9727351Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0032s] [ 69%] 2025-08-26T22:50:38.9727620Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0032s] [ 69%] 2025-08-26T22:50:38.9727887Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0038s] [ 69%] 2025-08-26T22:50:38.9728157Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0038s] [ 69%] 2025-08-26T22:50:38.9728421Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0038s] [ 69%] 2025-08-26T22:50:38.9728686Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0039s] [ 69%] 2025-08-26T22:50:38.9728977Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0037s] [ 69%] 2025-08-26T22:50:38.9729256Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0037s] [ 69%] 2025-08-26T22:50:38.9729549Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0034s] [ 69%] 2025-08-26T22:50:38.9729879Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0032s] [ 69%] 2025-08-26T22:50:38.9730141Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0033s] [ 70%] 2025-08-26T22:50:38.9730407Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0032s] [ 70%] 2025-08-26T22:50:38.9730669Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0030s] [ 70%] 2025-08-26T22:50:38.9730935Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0032s] [ 70%] 2025-08-26T22:50:38.9731199Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0038s] [ 70%] 2025-08-26T22:50:38.9731467Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0037s] [ 70%] 2025-08-26T22:50:38.9731728Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0037s] [ 70%] 2025-08-26T22:50:38.9731997Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0038s] [ 70%] 2025-08-26T22:50:38.9732258Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0037s] [ 70%] 2025-08-26T22:50:38.9733544Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0037s] [ 70%] 2025-08-26T22:50:38.9733811Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.8099s] [ 70%] 2025-08-26T22:50:38.9734109Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0253s] [ 70%] 2025-08-26T22:50:38.9734389Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0396s] [ 70%] 2025-08-26T22:50:38.9734687Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0386s] [ 70%] 2025-08-26T22:50:38.9734949Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0398s] [ 70%] 2025-08-26T22:50:38.9735217Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0541s] [ 70%] 2025-08-26T22:50:38.9735485Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0591s] [ 70%] 2025-08-26T22:50:38.9735756Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0562s] [ 70%] 2025-08-26T22:50:38.9736018Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0626s] [ 70%] 2025-08-26T22:50:38.9736285Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0486s] [ 70%] 2025-08-26T22:50:38.9736548Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0409s] [ 70%] 2025-08-26T22:50:38.9736816Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0870s] [ 70%] 2025-08-26T22:50:38.9737082Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0788s] [ 70%] 2025-08-26T22:50:38.9737356Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0707s] [ 70%] 2025-08-26T22:50:38.9737622Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0696s] [ 70%] 2025-08-26T22:50:38.9737889Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0785s] [ 70%] 2025-08-26T22:50:38.9738169Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0418s] [ 70%] 2025-08-26T22:50:38.9738447Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0271s] [ 70%] 2025-08-26T22:50:38.9738727Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0868s] [ 70%] 2025-08-26T22:50:38.9739010Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0802s] [ 70%] 2025-08-26T22:50:38.9740477Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0652s] [ 70%] 2025-08-26T22:50:38.9740752Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0670s] [ 70%] 2025-08-26T22:50:38.9741020Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0877s] [ 70%] 2025-08-26T22:50:38.9741291Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0995s] [ 70%] 2025-08-26T22:50:38.9741557Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0035s] [ 70%] 2025-08-26T22:50:38.9741826Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0035s] [ 70%] 2025-08-26T22:50:38.9742088Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0035s] [ 70%] 2025-08-26T22:50:38.9742351Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0035s] [ 70%] 2025-08-26T22:50:38.9742612Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0040s] [ 70%] 2025-08-26T22:50:38.9742878Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0040s] [ 70%] 2025-08-26T22:50:38.9743151Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0043s] [ 70%] 2025-08-26T22:50:38.9743417Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0043s] [ 70%] 2025-08-26T22:50:38.9743714Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0042s] [ 70%] 2025-08-26T22:50:38.9744014Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0042s] [ 70%] 2025-08-26T22:50:38.9744295Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0050s] [ 70%] 2025-08-26T22:50:38.9744560Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0050s] [ 70%] 2025-08-26T22:50:38.9744824Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0036s] [ 70%] 2025-08-26T22:50:38.9745090Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0036s] [ 70%] 2025-08-26T22:50:38.9745353Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0036s] [ 70%] 2025-08-26T22:50:38.9745618Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0036s] [ 70%] 2025-08-26T22:50:38.9747055Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0040s] [ 70%] 2025-08-26T22:50:38.9747326Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0040s] [ 70%] 2025-08-26T22:50:38.9747591Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0043s] [ 70%] 2025-08-26T22:50:38.9747860Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0043s] [ 70%] 2025-08-26T22:50:38.9748122Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0042s] [ 70%] 2025-08-26T22:50:38.9748387Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0043s] [ 70%] 2025-08-26T22:50:38.9748650Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0050s] [ 70%] 2025-08-26T22:50:38.9748935Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0049s] [ 70%] 2025-08-26T22:50:38.9749214Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.7907s] [ 70%] 2025-08-26T22:50:38.9749518Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0131s] [ 70%] 2025-08-26T22:50:38.9749849Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0072s] [ 70%] 2025-08-26T22:50:38.9750114Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0185s] [ 70%] 2025-08-26T22:50:38.9750377Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0257s] [ 70%] 2025-08-26T22:50:38.9750642Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0312s] [ 70%] 2025-08-26T22:50:38.9750910Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0396s] [ 70%] 2025-08-26T22:50:38.9751178Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0445s] [ 70%] 2025-08-26T22:50:38.9751440Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0420s] [ 70%] 2025-08-26T22:50:38.9751706Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0058s] [ 70%] 2025-08-26T22:50:38.9751967Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0243s] [ 70%] 2025-08-26T22:50:38.9752232Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0674s] [ 70%] 2025-08-26T22:50:38.9753546Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0041s] [ 70%] 2025-08-26T22:50:38.9753818Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0036s] [ 70%] 2025-08-26T22:50:38.9754111Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0036s] [ 70%] 2025-08-26T22:50:38.9754394Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0035s] [ 70%] 2025-08-26T22:50:38.9754693Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0039s] [ 70%] 2025-08-26T22:50:38.9754958Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0038s] [ 70%] 2025-08-26T22:50:38.9755225Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0040s] [ 70%] 2025-08-26T22:50:38.9755496Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0040s] [ 70%] 2025-08-26T22:50:38.9755760Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0039s] [ 70%] 2025-08-26T22:50:38.9756026Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0040s] [ 70%] 2025-08-26T22:50:38.9756290Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0044s] [ 70%] 2025-08-26T22:50:38.9756559Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0043s] [ 70%] 2025-08-26T22:50:38.9756823Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0037s] [ 70%] 2025-08-26T22:50:38.9757090Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0035s] [ 70%] 2025-08-26T22:50:38.9757350Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0034s] [ 70%] 2025-08-26T22:50:38.9757615Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0034s] [ 70%] 2025-08-26T22:50:38.9757877Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0035s] [ 70%] 2025-08-26T22:50:38.9758139Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0034s] [ 70%] 2025-08-26T22:50:38.9758416Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0039s] [ 70%] 2025-08-26T22:50:38.9758719Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0039s] [ 70%] 2025-08-26T22:50:38.9758992Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0039s] [ 70%] 2025-08-26T22:50:38.9760329Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0039s] [ 70%] 2025-08-26T22:50:38.9760595Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0039s] [ 70%] 2025-08-26T22:50:38.9760859Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0039s] [ 70%] 2025-08-26T22:50:38.9761122Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0035s] [ 70%] 2025-08-26T22:50:38.9761389Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0035s] [ 70%] 2025-08-26T22:50:38.9761647Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0034s] [ 70%] 2025-08-26T22:50:38.9761914Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0033s] [ 70%] 2025-08-26T22:50:38.9762171Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0031s] [ 70%] 2025-08-26T22:50:38.9762434Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0033s] [ 70%] 2025-08-26T22:50:38.9762697Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0039s] [ 70%] 2025-08-26T22:50:38.9762963Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0034s] [ 70%] 2025-08-26T22:50:38.9763228Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0033s] [ 70%] 2025-08-26T22:50:38.9763517Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0034s] [ 70%] 2025-08-26T22:50:38.9763797Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0036s] [ 70%] 2025-08-26T22:50:38.9764098Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0036s] [ 70%] 2025-08-26T22:50:38.9764364Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 70%] 2025-08-26T22:50:38.9764629Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0031s] [ 70%] 2025-08-26T22:50:38.9764889Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0038s] [ 70%] 2025-08-26T22:50:38.9765153Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0032s] [ 70%] 2025-08-26T22:50:38.9765413Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0034s] [ 70%] 2025-08-26T22:50:38.9767066Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0032s] [ 70%] 2025-08-26T22:50:38.9767334Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0033s] [ 70%] 2025-08-26T22:50:38.9767601Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0033s] [ 70%] 2025-08-26T22:50:38.9767863Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0037s] [ 70%] 2025-08-26T22:50:38.9768127Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0047s] [ 70%] 2025-08-26T22:50:38.9768388Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0039s] [ 71%] 2025-08-26T22:50:38.9768652Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0037s] [ 71%] 2025-08-26T22:50:38.9768936Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 71%] 2025-08-26T22:50:38.9769215Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0032s] [ 71%] 2025-08-26T22:50:38.9769512Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 71%] 2025-08-26T22:50:38.9769842Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 71%] 2025-08-26T22:50:38.9770105Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 71%] 2025-08-26T22:50:38.9770368Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 71%] 2025-08-26T22:50:38.9770635Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 71%] 2025-08-26T22:50:38.9770903Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 71%] 2025-08-26T22:50:38.9771167Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 71%] 2025-08-26T22:50:38.9771445Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 71%] 2025-08-26T22:50:38.9771707Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 71%] 2025-08-26T22:50:38.9771970Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 71%] 2025-08-26T22:50:38.9772236Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 71%] 2025-08-26T22:50:38.9773637Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 71%] 2025-08-26T22:50:38.9773901Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 71%] 2025-08-26T22:50:38.9774162Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 71%] 2025-08-26T22:50:38.9774456Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0024s] [ 71%] 2025-08-26T22:50:38.9774751Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 71%] 2025-08-26T22:50:38.9775030Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 71%] 2025-08-26T22:50:38.9775295Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 71%] 2025-08-26T22:50:38.9775559Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0028s] [ 71%] 2025-08-26T22:50:38.9775823Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 71%] 2025-08-26T22:50:38.9776082Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0028s] [ 71%] 2025-08-26T22:50:38.9776346Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 71%] 2025-08-26T22:50:38.9776607Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 71%] 2025-08-26T22:50:38.9776871Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 71%] 2025-08-26T22:50:38.9777128Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0024s] [ 71%] 2025-08-26T22:50:38.9777390Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 71%] 2025-08-26T22:50:38.9777647Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0024s] [ 71%] 2025-08-26T22:50:38.9777916Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 71%] 2025-08-26T22:50:38.9778179Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 71%] 2025-08-26T22:50:38.9778458Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 71%] 2025-08-26T22:50:38.9778737Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 71%] 2025-08-26T22:50:38.9779027Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 71%] 2025-08-26T22:50:38.9780418Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0026s] [ 71%] 2025-08-26T22:50:38.9780682Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 71%] 2025-08-26T22:50:38.9780946Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 71%] 2025-08-26T22:50:38.9781217Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 71%] 2025-08-26T22:50:38.9781475Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 71%] 2025-08-26T22:50:38.9781737Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 71%] 2025-08-26T22:50:38.9781996Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0024s] [ 71%] 2025-08-26T22:50:38.9782260Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 71%] 2025-08-26T22:50:38.9782523Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 71%] 2025-08-26T22:50:38.9782791Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 71%] 2025-08-26T22:50:38.9783050Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0028s] [ 71%] 2025-08-26T22:50:38.9783315Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 71%] 2025-08-26T22:50:38.9783574Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 71%] 2025-08-26T22:50:38.9783865Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 71%] 2025-08-26T22:50:38.9784163Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 71%] 2025-08-26T22:50:38.9784444Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0038s] [ 71%] 2025-08-26T22:50:38.9784708Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0029s] [ 71%] 2025-08-26T22:50:38.9784973Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 71%] 2025-08-26T22:50:38.9785235Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0030s] [ 71%] 2025-08-26T22:50:38.9785502Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 71%] 2025-08-26T22:50:38.9786797Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 71%] 2025-08-26T22:50:38.9787105Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0031s] [ 71%] 2025-08-26T22:50:38.9787368Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0032s] [ 71%] 2025-08-26T22:50:38.9787632Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0033s] [ 71%] 2025-08-26T22:50:38.9787893Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0032s] [ 71%] 2025-08-26T22:50:38.9788158Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0032s] [ 71%] 2025-08-26T22:50:38.9788425Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 71%] 2025-08-26T22:50:38.9788691Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 71%] 2025-08-26T22:50:38.9788972Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 71%] 2025-08-26T22:50:38.9789247Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 71%] 2025-08-26T22:50:38.9789543Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 71%] 2025-08-26T22:50:38.9789879Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 71%] 2025-08-26T22:50:38.9790143Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 71%] 2025-08-26T22:50:38.9790408Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 71%] 2025-08-26T22:50:38.9790670Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0028s] [ 71%] 2025-08-26T22:50:38.9790934Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 71%] 2025-08-26T22:50:38.9791197Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 71%] 2025-08-26T22:50:38.9791460Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 71%] 2025-08-26T22:50:38.9791721Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 71%] 2025-08-26T22:50:38.9791986Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 71%] 2025-08-26T22:50:38.9792244Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0027s] [ 71%] 2025-08-26T22:50:38.9793547Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 71%] 2025-08-26T22:50:38.9793807Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 71%] 2025-08-26T22:50:38.9794099Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 71%] 2025-08-26T22:50:38.9794386Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 71%] 2025-08-26T22:50:38.9794689Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0030s] [ 71%] 2025-08-26T22:50:38.9794950Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0029s] [ 71%] 2025-08-26T22:50:38.9795212Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 71%] 2025-08-26T22:50:38.9795472Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 71%] 2025-08-26T22:50:38.9795736Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 71%] 2025-08-26T22:50:38.9795998Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 71%] 2025-08-26T22:50:38.9796263Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 71%] 2025-08-26T22:50:38.9796525Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0028s] [ 71%] 2025-08-26T22:50:38.9796791Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 71%] 2025-08-26T22:50:38.9797049Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0029s] [ 71%] 2025-08-26T22:50:38.9797311Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 71%] 2025-08-26T22:50:38.9797575Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 71%] 2025-08-26T22:50:38.9797843Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0032s] [ 71%] 2025-08-26T22:50:38.9798103Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0031s] [ 71%] 2025-08-26T22:50:38.9798384Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0031s] [ 71%] 2025-08-26T22:50:38.9798661Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0031s] [ 71%] 2025-08-26T22:50:38.9800036Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0031s] [ 71%] 2025-08-26T22:50:38.9800306Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0033s] [ 71%] 2025-08-26T22:50:38.9800574Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0031s] [ 71%] 2025-08-26T22:50:38.9800838Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0032s] [ 71%] 2025-08-26T22:50:38.9801103Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0041s] [ 71%] 2025-08-26T22:50:38.9801366Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0041s] [ 71%] 2025-08-26T22:50:38.9801631Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0037s] [ 71%] 2025-08-26T22:50:38.9801899Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0035s] [ 71%] 2025-08-26T22:50:38.9802169Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0039s] [ 71%] 2025-08-26T22:50:38.9802430Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0041s] [ 71%] 2025-08-26T22:50:38.9802695Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0038s] [ 71%] 2025-08-26T22:50:38.9802957Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0042s] [ 71%] 2025-08-26T22:50:38.9803222Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0042s] [ 71%] 2025-08-26T22:50:38.9803514Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 71%] 2025-08-26T22:50:38.9803795Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 71%] 2025-08-26T22:50:38.9804094Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 71%] 2025-08-26T22:50:38.9804358Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 71%] 2025-08-26T22:50:38.9804618Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0026s] [ 71%] 2025-08-26T22:50:38.9804880Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 71%] 2025-08-26T22:50:38.9805145Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 72%] 2025-08-26T22:50:38.9806435Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 72%] 2025-08-26T22:50:38.9806697Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0029s] [ 72%] 2025-08-26T22:50:38.9806962Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 72%] 2025-08-26T22:50:38.9807223Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0030s] [ 72%] 2025-08-26T22:50:38.9807491Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0029s] [ 72%] 2025-08-26T22:50:38.9807755Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 72%] 2025-08-26T22:50:38.9808021Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 72%] 2025-08-26T22:50:38.9808282Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 72%] 2025-08-26T22:50:38.9808564Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 72%] 2025-08-26T22:50:38.9808836Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0026s] [ 72%] 2025-08-26T22:50:38.9809110Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 72%] 2025-08-26T22:50:38.9809385Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 72%] 2025-08-26T22:50:38.9809651Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 72%] 2025-08-26T22:50:38.9809977Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0028s] [ 72%] 2025-08-26T22:50:38.9810241Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 72%] 2025-08-26T22:50:38.9810504Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0028s] [ 72%] 2025-08-26T22:50:38.9810769Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0029s] [ 72%] 2025-08-26T22:50:38.9811033Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 72%] 2025-08-26T22:50:38.9811301Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 72%] 2025-08-26T22:50:38.9811561Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0029s] [ 72%] 2025-08-26T22:50:38.9811827Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 72%] 2025-08-26T22:50:38.9813105Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0035s] [ 72%] 2025-08-26T22:50:38.9813372Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0034s] [ 72%] 2025-08-26T22:50:38.9813636Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0033s] [ 72%] 2025-08-26T22:50:38.9813929Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0032s] [ 72%] 2025-08-26T22:50:38.9814206Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0033s] [ 72%] 2025-08-26T22:50:38.9814509Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0035s] [ 72%] 2025-08-26T22:50:38.9814770Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0040s] [ 72%] 2025-08-26T22:50:38.9815032Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0035s] [ 72%] 2025-08-26T22:50:38.9815299Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 72%] 2025-08-26T22:50:38.9815567Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0034s] [ 72%] 2025-08-26T22:50:38.9815827Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0028s] [ 72%] 2025-08-26T22:50:38.9816090Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 72%] 2025-08-26T22:50:38.9816351Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0029s] [ 72%] 2025-08-26T22:50:38.9816615Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 72%] 2025-08-26T22:50:38.9816879Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 72%] 2025-08-26T22:50:38.9817146Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0030s] [ 72%] 2025-08-26T22:50:38.9817411Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0030s] [ 72%] 2025-08-26T22:50:38.9817678Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 72%] 2025-08-26T22:50:38.9817954Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0030s] [ 72%] 2025-08-26T22:50:38.9818230Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0030s] [ 72%] 2025-08-26T22:50:38.9819530Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 72%] 2025-08-26T22:50:38.9819862Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 72%] 2025-08-26T22:50:38.9820123Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 72%] 2025-08-26T22:50:38.9820387Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 72%] 2025-08-26T22:50:38.9820650Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 72%] 2025-08-26T22:50:38.9820916Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 72%] 2025-08-26T22:50:38.9821185Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 72%] 2025-08-26T22:50:38.9821453Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 72%] 2025-08-26T22:50:38.9821715Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0028s] [ 72%] 2025-08-26T22:50:38.9821980Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 72%] 2025-08-26T22:50:38.9822240Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0028s] [ 72%] 2025-08-26T22:50:38.9822502Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 72%] 2025-08-26T22:50:38.9822766Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 72%] 2025-08-26T22:50:38.9823039Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 72%] 2025-08-26T22:50:38.9823320Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 72%] 2025-08-26T22:50:38.9823597Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 72%] 2025-08-26T22:50:38.9823887Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 72%] 2025-08-26T22:50:38.9824146Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 72%] 2025-08-26T22:50:38.9824408Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 72%] 2025-08-26T22:50:38.9824671Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 72%] 2025-08-26T22:50:38.9824930Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0028s] [ 72%] 2025-08-26T22:50:38.9826216Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 72%] 2025-08-26T22:50:38.9826476Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0028s] [ 72%] 2025-08-26T22:50:38.9826737Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 72%] 2025-08-26T22:50:38.9827048Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 72%] 2025-08-26T22:50:38.9827312Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 72%] 2025-08-26T22:50:38.9827571Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0027s] [ 72%] 2025-08-26T22:50:38.9827834Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 72%] 2025-08-26T22:50:38.9828092Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0027s] [ 72%] 2025-08-26T22:50:38.9828386Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 72%] 2025-08-26T22:50:38.9828663Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0031s] [ 72%] 2025-08-26T22:50:38.9828955Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0030s] [ 72%] 2025-08-26T22:50:38.9829214Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0031s] [ 72%] 2025-08-26T22:50:38.9829474Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 72%] 2025-08-26T22:50:38.9829799Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0029s] [ 72%] 2025-08-26T22:50:38.9830062Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0029s] [ 72%] 2025-08-26T22:50:38.9830323Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 72%] 2025-08-26T22:50:38.9830589Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 72%] 2025-08-26T22:50:38.9830848Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 72%] 2025-08-26T22:50:38.9831111Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 72%] 2025-08-26T22:50:38.9831367Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 72%] 2025-08-26T22:50:38.9832656Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 72%] 2025-08-26T22:50:38.9832921Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 72%] 2025-08-26T22:50:38.9833190Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 72%] 2025-08-26T22:50:38.9833449Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 72%] 2025-08-26T22:50:38.9833738Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 72%] 2025-08-26T22:50:38.9834018Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 72%] 2025-08-26T22:50:38.9834321Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 72%] 2025-08-26T22:50:38.9834581Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 72%] 2025-08-26T22:50:38.9834842Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0031s] [ 72%] 2025-08-26T22:50:38.9835099Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 72%] 2025-08-26T22:50:38.9835358Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 72%] 2025-08-26T22:50:38.9835614Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 72%] 2025-08-26T22:50:38.9835872Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 72%] 2025-08-26T22:50:38.9836135Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 72%] 2025-08-26T22:50:38.9836398Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 72%] 2025-08-26T22:50:38.9836654Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 72%] 2025-08-26T22:50:38.9836913Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 72%] 2025-08-26T22:50:38.9837170Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 72%] 2025-08-26T22:50:38.9837429Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 72%] 2025-08-26T22:50:38.9837701Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 72%] 2025-08-26T22:50:38.9837973Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 72%] 2025-08-26T22:50:38.9839270Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0024s] [ 72%] 2025-08-26T22:50:38.9839530Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 72%] 2025-08-26T22:50:38.9839838Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 72%] 2025-08-26T22:50:38.9840098Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 72%] 2025-08-26T22:50:38.9840360Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 72%] 2025-08-26T22:50:38.9840624Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 72%] 2025-08-26T22:50:38.9840881Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 72%] 2025-08-26T22:50:38.9841140Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 72%] 2025-08-26T22:50:38.9841399Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 72%] 2025-08-26T22:50:38.9841661Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 72%] 2025-08-26T22:50:38.9841922Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 72%] 2025-08-26T22:50:38.9842186Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 72%] 2025-08-26T22:50:38.9842445Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 73%] 2025-08-26T22:50:38.9842706Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 73%] 2025-08-26T22:50:38.9842988Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 73%] 2025-08-26T22:50:38.9843265Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 73%] 2025-08-26T22:50:38.9843559Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 73%] 2025-08-26T22:50:38.9843822Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 73%] 2025-08-26T22:50:38.9844078Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 73%] 2025-08-26T22:50:38.9844336Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 73%] 2025-08-26T22:50:38.9845611Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 73%] 2025-08-26T22:50:38.9845872Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 73%] 2025-08-26T22:50:38.9846029Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_mask_variants_mask_dim_1_cuda PASSED [0.0008s] [ 73%] 2025-08-26T22:50:38.9846183Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_mask_variants_mask_dim_2_cuda PASSED [0.0007s] [ 73%] 2025-08-26T22:50:38.9846333Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_mask_variants_mask_dim_3_cuda PASSED [0.0007s] [ 73%] 2025-08-26T22:50:38.9846486Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_mask_variants_mask_dim_4_cuda PASSED [0.0007s] [ 73%] 2025-08-26T22:50:38.9846747Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0108s] [ 73%] 2025-08-26T22:50:38.9847013Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 73%] 2025-08-26T22:50:38.9847271Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0092s] [ 73%] 2025-08-26T22:50:38.9847529Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 73%] 2025-08-26T22:50:38.9847783Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0076s] [ 73%] 2025-08-26T22:50:38.9848062Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 73%] 2025-08-26T22:50:38.9848336Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0109s] [ 73%] 2025-08-26T22:50:38.9848629Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 73%] 2025-08-26T22:50:38.9848883Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0103s] [ 73%] 2025-08-26T22:50:38.9849140Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 73%] 2025-08-26T22:50:38.9849397Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0091s] [ 73%] 2025-08-26T22:50:38.9849654Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0031s] [ 73%] 2025-08-26T22:50:38.9849974Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0104s] [ 73%] 2025-08-26T22:50:38.9850232Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 73%] 2025-08-26T22:50:38.9850485Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0094s] [ 73%] 2025-08-26T22:50:38.9851761Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 73%] 2025-08-26T22:50:38.9852016Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0072s] [ 73%] 2025-08-26T22:50:38.9852272Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 73%] 2025-08-26T22:50:38.9852532Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0118s] [ 73%] 2025-08-26T22:50:38.9852794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 73%] 2025-08-26T22:50:38.9853047Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0117s] [ 73%] 2025-08-26T22:50:38.9853340Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 73%] 2025-08-26T22:50:38.9853615Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0086s] [ 73%] 2025-08-26T22:50:38.9853908Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0031s] [ 73%] 2025-08-26T22:50:38.9854164Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0087s] [ 73%] 2025-08-26T22:50:38.9854421Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 73%] 2025-08-26T22:50:38.9854674Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0079s] [ 73%] 2025-08-26T22:50:38.9854933Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0031s] [ 73%] 2025-08-26T22:50:38.9855185Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0068s] [ 73%] 2025-08-26T22:50:38.9855439Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 73%] 2025-08-26T22:50:38.9855695Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0110s] [ 73%] 2025-08-26T22:50:38.9855954Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 73%] 2025-08-26T22:50:38.9856206Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0102s] [ 73%] 2025-08-26T22:50:38.9856461Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 73%] 2025-08-26T22:50:38.9856712Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0075s] [ 73%] 2025-08-26T22:50:38.9857982Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 73%] 2025-08-26T22:50:38.9858238Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0085s] [ 73%] 2025-08-26T22:50:38.9858512Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 73%] 2025-08-26T22:50:38.9858778Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0081s] [ 73%] 2025-08-26T22:50:38.9859056Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 73%] 2025-08-26T22:50:38.9859307Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0064s] [ 73%] 2025-08-26T22:50:38.9859559Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 73%] 2025-08-26T22:50:38.9859949Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0101s] [ 73%] 2025-08-26T22:50:38.9860207Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 73%] 2025-08-26T22:50:38.9860460Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0098s] [ 73%] 2025-08-26T22:50:38.9860712Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 73%] 2025-08-26T22:50:38.9860964Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0074s] [ 73%] 2025-08-26T22:50:38.9861221Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 73%] 2025-08-26T22:50:38.9861475Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 73%] 2025-08-26T22:50:38.9861732Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 73%] 2025-08-26T22:50:38.9861984Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0027s] [ 73%] 2025-08-26T22:50:38.9862240Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 73%] 2025-08-26T22:50:38.9862494Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0059s] [ 73%] 2025-08-26T22:50:38.9862771Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 73%] 2025-08-26T22:50:38.9863064Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 73%] 2025-08-26T22:50:38.9863342Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 73%] 2025-08-26T22:50:38.9864626Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0026s] [ 73%] 2025-08-26T22:50:38.9864883Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 73%] 2025-08-26T22:50:38.9865137Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0073s] [ 73%] 2025-08-26T22:50:38.9865393Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 73%] 2025-08-26T22:50:38.9865650Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 73%] 2025-08-26T22:50:38.9865912Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 73%] 2025-08-26T22:50:38.9866164Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0024s] [ 73%] 2025-08-26T22:50:38.9866416Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 73%] 2025-08-26T22:50:38.9866667Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0066s] [ 73%] 2025-08-26T22:50:38.9866920Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 73%] 2025-08-26T22:50:38.9867208Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 73%] 2025-08-26T22:50:38.9867464Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 73%] 2025-08-26T22:50:38.9867736Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 73%] 2025-08-26T22:50:38.9868005Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 73%] 2025-08-26T22:50:38.9868271Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0080s] [ 73%] 2025-08-26T22:50:38.9868539Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0030s] [ 73%] 2025-08-26T22:50:38.9868795Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0117s] [ 73%] 2025-08-26T22:50:38.9869055Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 73%] 2025-08-26T22:50:38.9869309Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0097s] [ 73%] 2025-08-26T22:50:38.9869566Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 73%] 2025-08-26T22:50:38.9870920Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0069s] [ 73%] 2025-08-26T22:50:38.9871180Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 73%] 2025-08-26T22:50:38.9871442Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0131s] [ 73%] 2025-08-26T22:50:38.9871700Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 73%] 2025-08-26T22:50:38.9871954Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0121s] [ 73%] 2025-08-26T22:50:38.9872210Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 73%] 2025-08-26T22:50:38.9872462Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0073s] [ 73%] 2025-08-26T22:50:38.9872718Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 73%] 2025-08-26T22:50:38.9873014Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0112s] [ 73%] 2025-08-26T22:50:38.9873289Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 73%] 2025-08-26T22:50:38.9873560Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0105s] [ 73%] 2025-08-26T22:50:38.9873830Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 73%] 2025-08-26T22:50:38.9874081Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0074s] [ 73%] 2025-08-26T22:50:38.9874335Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 73%] 2025-08-26T22:50:38.9874590Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0119s] [ 73%] 2025-08-26T22:50:38.9874845Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 73%] 2025-08-26T22:50:38.9875097Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0112s] [ 73%] 2025-08-26T22:50:38.9875350Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 73%] 2025-08-26T22:50:38.9875603Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0078s] [ 73%] 2025-08-26T22:50:38.9875857Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0029s] [ 73%] 2025-08-26T22:50:38.9876115Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0038s] [ 73%] 2025-08-26T22:50:38.9877381Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 73%] 2025-08-26T22:50:38.9877638Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0034s] [ 73%] 2025-08-26T22:50:38.9877897Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 73%] 2025-08-26T22:50:38.9878170Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0031s] [ 73%] 2025-08-26T22:50:38.9878445Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 73%] 2025-08-26T22:50:38.9878736Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0039s] [ 74%] 2025-08-26T22:50:38.9878997Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 74%] 2025-08-26T22:50:38.9879251Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0039s] [ 74%] 2025-08-26T22:50:38.9879508Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 74%] 2025-08-26T22:50:38.9879831Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0035s] [ 74%] 2025-08-26T22:50:38.9880088Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 74%] 2025-08-26T22:50:38.9880347Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0037s] [ 74%] 2025-08-26T22:50:38.9880606Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 74%] 2025-08-26T22:50:38.9880863Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0037s] [ 74%] 2025-08-26T22:50:38.9881117Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 74%] 2025-08-26T22:50:38.9881371Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0023s] [ 74%] 2025-08-26T22:50:38.9881626Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 74%] 2025-08-26T22:50:38.9881883Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 74%] 2025-08-26T22:50:38.9882142Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 74%] 2025-08-26T22:50:38.9882419Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 74%] 2025-08-26T22:50:38.9883719Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 74%] 2025-08-26T22:50:38.9884016Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0031s] [ 74%] 2025-08-26T22:50:38.9884273Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 74%] 2025-08-26T22:50:38.9884528Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 74%] 2025-08-26T22:50:38.9884786Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 74%] 2025-08-26T22:50:38.9885040Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 74%] 2025-08-26T22:50:38.9885294Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 74%] 2025-08-26T22:50:38.9885546Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0027s] [ 74%] 2025-08-26T22:50:38.9885802Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 74%] 2025-08-26T22:50:38.9886059Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0036s] [ 74%] 2025-08-26T22:50:38.9886320Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 74%] 2025-08-26T22:50:38.9886573Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0036s] [ 74%] 2025-08-26T22:50:38.9886829Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 74%] 2025-08-26T22:50:38.9887082Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0036s] [ 74%] 2025-08-26T22:50:38.9887337Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 74%] 2025-08-26T22:50:38.9887607Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 74%] 2025-08-26T22:50:38.9887878Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 74%] 2025-08-26T22:50:38.9888164Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0030s] [ 74%] 2025-08-26T22:50:38.9888419Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 74%] 2025-08-26T22:50:38.9888670Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0028s] [ 74%] 2025-08-26T22:50:38.9888925Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 74%] 2025-08-26T22:50:38.9890258Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0037s] [ 74%] 2025-08-26T22:50:38.9890517Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 74%] 2025-08-26T22:50:38.9890770Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0037s] [ 74%] 2025-08-26T22:50:38.9891024Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 74%] 2025-08-26T22:50:38.9891277Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0031s] [ 74%] 2025-08-26T22:50:38.9891530Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 74%] 2025-08-26T22:50:38.9891790Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 74%] 2025-08-26T22:50:38.9892047Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 74%] 2025-08-26T22:50:38.9892300Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0027s] [ 74%] 2025-08-26T22:50:38.9892554Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 74%] 2025-08-26T22:50:38.9892840Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0026s] [ 74%] 2025-08-26T22:50:38.9893119Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 74%] 2025-08-26T22:50:38.9893413Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0031s] [ 74%] 2025-08-26T22:50:38.9893672Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 74%] 2025-08-26T22:50:38.9893927Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0031s] [ 74%] 2025-08-26T22:50:38.9894186Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 74%] 2025-08-26T22:50:38.9894439Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0034s] [ 74%] 2025-08-26T22:50:38.9894695Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 74%] 2025-08-26T22:50:38.9894949Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0035s] [ 74%] 2025-08-26T22:50:38.9895205Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 74%] 2025-08-26T22:50:38.9896467Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0033s] [ 74%] 2025-08-26T22:50:38.9896725Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 74%] 2025-08-26T22:50:38.9896977Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0028s] [ 74%] 2025-08-26T22:50:38.9897231Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 74%] 2025-08-26T22:50:38.9897487Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0041s] [ 74%] 2025-08-26T22:50:38.9897743Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 74%] 2025-08-26T22:50:38.9898013Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0037s] [ 74%] 2025-08-26T22:50:38.9898282Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 74%] 2025-08-26T22:50:38.9898561Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0031s] [ 74%] 2025-08-26T22:50:38.9898815Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 74%] 2025-08-26T22:50:38.9899070Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 74%] 2025-08-26T22:50:38.9899331Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 74%] 2025-08-26T22:50:38.9899586Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0028s] [ 74%] 2025-08-26T22:50:38.9899927Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 74%] 2025-08-26T22:50:38.9900180Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0032s] [ 74%] 2025-08-26T22:50:38.9900436Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 74%] 2025-08-26T22:50:38.9900694Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0031s] [ 74%] 2025-08-26T22:50:38.9900954Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 74%] 2025-08-26T22:50:38.9901209Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0031s] [ 74%] 2025-08-26T22:50:38.9901466Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 74%] 2025-08-26T22:50:38.9901724Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0031s] [ 74%] 2025-08-26T22:50:38.9902994Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 74%] 2025-08-26T22:50:38.9903280Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 74%] 2025-08-26T22:50:38.9903556Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 74%] 2025-08-26T22:50:38.9903845Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0029s] [ 74%] 2025-08-26T22:50:38.9904099Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 74%] 2025-08-26T22:50:38.9904348Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0028s] [ 74%] 2025-08-26T22:50:38.9904603Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 74%] 2025-08-26T22:50:38.9904860Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0042s] [ 74%] 2025-08-26T22:50:38.9905119Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 74%] 2025-08-26T22:50:38.9905370Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0042s] [ 74%] 2025-08-26T22:50:38.9905624Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 74%] 2025-08-26T22:50:38.9905877Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0031s] [ 74%] 2025-08-26T22:50:38.9906129Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 74%] 2025-08-26T22:50:38.9906387Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.1281s] [ 74%] 2025-08-26T22:50:38.9906647Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0064s] [ 74%] 2025-08-26T22:50:38.9906901Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0065s] [ 74%] 2025-08-26T22:50:38.9907216Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0056s] [ 74%] 2025-08-26T22:50:38.9907493Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0064s] [ 74%] 2025-08-26T22:50:38.9907793Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0055s] [ 74%] 2025-08-26T22:50:38.9908067Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0066s] [ 74%] 2025-08-26T22:50:38.9909351Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0067s] [ 74%] 2025-08-26T22:50:38.9909608Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0076s] [ 74%] 2025-08-26T22:50:38.9909919Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0067s] [ 74%] 2025-08-26T22:50:38.9910175Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0072s] [ 74%] 2025-08-26T22:50:38.9910436Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0066s] [ 74%] 2025-08-26T22:50:38.9910694Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0058s] [ 74%] 2025-08-26T22:50:38.9910951Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0056s] [ 74%] 2025-08-26T22:50:38.9911205Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0056s] [ 74%] 2025-08-26T22:50:38.9911460Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0055s] [ 74%] 2025-08-26T22:50:38.9911715Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0055s] [ 74%] 2025-08-26T22:50:38.9911968Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0050s] [ 74%] 2025-08-26T22:50:38.9912224Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0056s] [ 74%] 2025-08-26T22:50:38.9912512Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0068s] [ 74%] 2025-08-26T22:50:38.9912787Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0068s] [ 74%] 2025-08-26T22:50:38.9913082Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0068s] [ 74%] 2025-08-26T22:50:38.9913334Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0068s] [ 74%] 2025-08-26T22:50:38.9913590Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0062s] [ 74%] 2025-08-26T22:50:38.9913844Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0033s] [ 74%] 2025-08-26T22:50:38.9914103Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 74%] 2025-08-26T22:50:38.9914354Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0033s] [ 75%] 2025-08-26T22:50:38.9914609Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 75%] 2025-08-26T22:50:38.9915883Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0029s] [ 75%] 2025-08-26T22:50:38.9916143Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0029s] [ 75%] 2025-08-26T22:50:38.9916402Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0036s] [ 75%] 2025-08-26T22:50:38.9916661Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0035s] [ 75%] 2025-08-26T22:50:38.9916914Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0035s] [ 75%] 2025-08-26T22:50:38.9917170Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0035s] [ 75%] 2025-08-26T22:50:38.9917422Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0034s] [ 75%] 2025-08-26T22:50:38.9917699Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0037s] [ 75%] 2025-08-26T22:50:38.9917968Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0031s] [ 75%] 2025-08-26T22:50:38.9918258Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0031s] [ 75%] 2025-08-26T22:50:38.9918509Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0031s] [ 75%] 2025-08-26T22:50:38.9918763Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0031s] [ 75%] 2025-08-26T22:50:38.9919014Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0031s] [ 75%] 2025-08-26T22:50:38.9919269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0031s] [ 75%] 2025-08-26T22:50:38.9919522Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0036s] [ 75%] 2025-08-26T22:50:38.9919822Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0037s] [ 75%] 2025-08-26T22:50:38.9920072Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0036s] [ 75%] 2025-08-26T22:50:38.9920331Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0036s] [ 75%] 2025-08-26T22:50:38.9920584Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0036s] [ 75%] 2025-08-26T22:50:38.9920838Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0036s] [ 75%] 2025-08-26T22:50:38.9922104Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0033s] [ 75%] 2025-08-26T22:50:38.9922366Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 75%] 2025-08-26T22:50:38.9922618Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0032s] [ 75%] 2025-08-26T22:50:38.9922901Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 75%] 2025-08-26T22:50:38.9923185Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0028s] [ 75%] 2025-08-26T22:50:38.9923476Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 75%] 2025-08-26T22:50:38.9923733Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0034s] [ 75%] 2025-08-26T22:50:38.9923992Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 75%] 2025-08-26T22:50:38.9924244Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 75%] 2025-08-26T22:50:38.9924501Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 75%] 2025-08-26T22:50:38.9924754Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 75%] 2025-08-26T22:50:38.9925011Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 75%] 2025-08-26T22:50:38.9925266Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 75%] 2025-08-26T22:50:38.9925524Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 75%] 2025-08-26T22:50:38.9925780Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0023s] [ 75%] 2025-08-26T22:50:38.9926035Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 75%] 2025-08-26T22:50:38.9926287Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0023s] [ 75%] 2025-08-26T22:50:38.9926541Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 75%] 2025-08-26T22:50:38.9926796Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 75%] 2025-08-26T22:50:38.9927066Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 75%] 2025-08-26T22:50:38.9927340Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0029s] [ 75%] 2025-08-26T22:50:38.9928632Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 75%] 2025-08-26T22:50:38.9928886Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 75%] 2025-08-26T22:50:38.9929142Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 75%] 2025-08-26T22:50:38.9929400Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0747s] [ 75%] 2025-08-26T22:50:38.9929660Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0051s] [ 75%] 2025-08-26T22:50:38.9929967Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0055s] [ 75%] 2025-08-26T22:50:38.9930223Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0050s] [ 75%] 2025-08-26T22:50:38.9930475Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0062s] [ 75%] 2025-08-26T22:50:38.9930732Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0052s] [ 75%] 2025-08-26T22:50:38.9930987Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0057s] [ 75%] 2025-08-26T22:50:38.9931248Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0063s] [ 75%] 2025-08-26T22:50:38.9931502Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0066s] [ 75%] 2025-08-26T22:50:38.9931758Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0068s] [ 75%] 2025-08-26T22:50:38.9932011Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0073s] [ 75%] 2025-08-26T22:50:38.9932294Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0065s] [ 75%] 2025-08-26T22:50:38.9932565Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0056s] [ 75%] 2025-08-26T22:50:38.9932856Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0053s] [ 75%] 2025-08-26T22:50:38.9933109Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0052s] [ 75%] 2025-08-26T22:50:38.9933363Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0052s] [ 75%] 2025-08-26T22:50:38.9933617Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0053s] [ 75%] 2025-08-26T22:50:38.9934890Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0033s] [ 75%] 2025-08-26T22:50:38.9935147Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0056s] [ 75%] 2025-08-26T22:50:38.9935405Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0065s] [ 75%] 2025-08-26T22:50:38.9935656Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0064s] [ 75%] 2025-08-26T22:50:38.9935912Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0064s] [ 75%] 2025-08-26T22:50:38.9936163Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0063s] [ 75%] 2025-08-26T22:50:38.9936416Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0059s] [ 75%] 2025-08-26T22:50:38.9936675Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0041s] [ 75%] 2025-08-26T22:50:38.9936935Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 75%] 2025-08-26T22:50:38.9937188Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0040s] [ 75%] 2025-08-26T22:50:38.9937461Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 75%] 2025-08-26T22:50:38.9937727Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0033s] [ 75%] 2025-08-26T22:50:38.9938007Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 75%] 2025-08-26T22:50:38.9938263Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0042s] [ 75%] 2025-08-26T22:50:38.9938521Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 75%] 2025-08-26T22:50:38.9938773Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0041s] [ 75%] 2025-08-26T22:50:38.9939028Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 75%] 2025-08-26T22:50:38.9939280Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0040s] [ 75%] 2025-08-26T22:50:38.9939535Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 75%] 2025-08-26T22:50:38.9939847Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0035s] [ 75%] 2025-08-26T22:50:38.9940103Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 75%] 2025-08-26T22:50:38.9941366Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0036s] [ 75%] 2025-08-26T22:50:38.9941620Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 75%] 2025-08-26T22:50:38.9941871Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0038s] [ 75%] 2025-08-26T22:50:38.9942123Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 75%] 2025-08-26T22:50:38.9942379Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0044s] [ 75%] 2025-08-26T22:50:38.9942665Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0030s] [ 75%] 2025-08-26T22:50:38.9942955Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0043s] [ 75%] 2025-08-26T22:50:38.9943227Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0031s] [ 75%] 2025-08-26T22:50:38.9943477Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0042s] [ 75%] 2025-08-26T22:50:38.9943730Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 75%] 2025-08-26T22:50:38.9943983Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0034s] [ 75%] 2025-08-26T22:50:38.9944238Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 75%] 2025-08-26T22:50:38.9944490Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0034s] [ 75%] 2025-08-26T22:50:38.9944742Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 75%] 2025-08-26T22:50:38.9944991Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0034s] [ 75%] 2025-08-26T22:50:38.9945243Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 75%] 2025-08-26T22:50:38.9945495Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0036s] [ 75%] 2025-08-26T22:50:38.9945751Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 75%] 2025-08-26T22:50:38.9946002Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0035s] [ 75%] 2025-08-26T22:50:38.9946254Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 75%] 2025-08-26T22:50:38.9947552Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0036s] [ 75%] 2025-08-26T22:50:38.9947835Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 75%] 2025-08-26T22:50:38.9948116Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0035s] [ 75%] 2025-08-26T22:50:38.9948383Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 75%] 2025-08-26T22:50:38.9948632Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0034s] [ 75%] 2025-08-26T22:50:38.9948884Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 75%] 2025-08-26T22:50:38.9949133Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0027s] [ 75%] 2025-08-26T22:50:38.9949384Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 75%] 2025-08-26T22:50:38.9949634Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0042s] [ 75%] 2025-08-26T22:50:38.9949969Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0031s] [ 75%] 2025-08-26T22:50:38.9950221Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0034s] [ 75%] 2025-08-26T22:50:38.9950474Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 75%] 2025-08-26T22:50:38.9950722Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0038s] [ 76%] 2025-08-26T22:50:38.9950973Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 76%] 2025-08-26T22:50:38.9951228Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 76%] 2025-08-26T22:50:38.9951482Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 76%] 2025-08-26T22:50:38.9951733Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0027s] [ 76%] 2025-08-26T22:50:38.9952008Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 76%] 2025-08-26T22:50:38.9952286Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0032s] [ 76%] 2025-08-26T22:50:38.9952572Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 76%] 2025-08-26T22:50:38.9952824Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 76%] 2025-08-26T22:50:38.9954101Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 76%] 2025-08-26T22:50:38.9954352Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0026s] [ 76%] 2025-08-26T22:50:38.9954605Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 76%] 2025-08-26T22:50:38.9954851Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0035s] [ 76%] 2025-08-26T22:50:38.9955103Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 76%] 2025-08-26T22:50:38.9955355Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0038s] [ 76%] 2025-08-26T22:50:38.9955613Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 76%] 2025-08-26T22:50:38.9955859Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0038s] [ 76%] 2025-08-26T22:50:38.9956108Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 76%] 2025-08-26T22:50:38.9956354Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0028s] [ 76%] 2025-08-26T22:50:38.9956604Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 76%] 2025-08-26T22:50:38.9956854Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0035s] [ 76%] 2025-08-26T22:50:38.9957125Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0037s] [ 76%] 2025-08-26T22:50:38.9957389Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0055s] [ 76%] 2025-08-26T22:50:38.9957669Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0047s] [ 76%] 2025-08-26T22:50:38.9957918Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0070s] [ 76%] 2025-08-26T22:50:38.9958169Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0036s] [ 76%] 2025-08-26T22:50:38.9958422Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0040s] [ 76%] 2025-08-26T22:50:38.9958678Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 76%] 2025-08-26T22:50:38.9958927Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0048s] [ 76%] 2025-08-26T22:50:38.9960244Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 76%] 2025-08-26T22:50:38.9960497Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0024s] [ 76%] 2025-08-26T22:50:38.9960751Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 76%] 2025-08-26T22:50:38.9961007Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0040s] [ 76%] 2025-08-26T22:50:38.9961263Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0038s] [ 76%] 2025-08-26T22:50:38.9961513Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0056s] [ 76%] 2025-08-26T22:50:38.9961768Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 76%] 2025-08-26T22:50:38.9962018Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0031s] [ 76%] 2025-08-26T22:50:38.9962296Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 76%] 2025-08-26T22:50:38.9962565Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0043s] [ 76%] 2025-08-26T22:50:38.9962869Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 76%] 2025-08-26T22:50:38.9963120Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0043s] [ 76%] 2025-08-26T22:50:38.9963372Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 76%] 2025-08-26T22:50:38.9963621Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0034s] [ 76%] 2025-08-26T22:50:38.9963872Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 76%] 2025-08-26T22:50:38.9964123Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0038s] [ 76%] 2025-08-26T22:50:38.9964377Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0030s] [ 76%] 2025-08-26T22:50:38.9964624Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0038s] [ 76%] 2025-08-26T22:50:38.9964876Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 76%] 2025-08-26T22:50:38.9965122Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0039s] [ 76%] 2025-08-26T22:50:38.9965376Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0029s] [ 76%] 2025-08-26T22:50:38.9966647Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0066s] [ 76%] 2025-08-26T22:50:38.9966913Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 76%] 2025-08-26T22:50:38.9967168Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0058s] [ 76%] 2025-08-26T22:50:38.9967447Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 76%] 2025-08-26T22:50:38.9967716Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0057s] [ 76%] 2025-08-26T22:50:38.9968003Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 76%] 2025-08-26T22:50:38.9968261Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0071s] [ 76%] 2025-08-26T22:50:38.9968520Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 76%] 2025-08-26T22:50:38.9968776Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0069s] [ 76%] 2025-08-26T22:50:38.9969032Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 76%] 2025-08-26T22:50:38.9969285Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0057s] [ 76%] 2025-08-26T22:50:38.9969542Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 76%] 2025-08-26T22:50:38.9969852Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0061s] [ 76%] 2025-08-26T22:50:38.9970109Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 76%] 2025-08-26T22:50:38.9970361Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0058s] [ 76%] 2025-08-26T22:50:38.9970615Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 76%] 2025-08-26T22:50:38.9970870Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0052s] [ 76%] 2025-08-26T22:50:38.9971125Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 76%] 2025-08-26T22:50:38.9971381Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0063s] [ 76%] 2025-08-26T22:50:38.9971664Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 76%] 2025-08-26T22:50:38.9972986Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0061s] [ 76%] 2025-08-26T22:50:38.9973265Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 76%] 2025-08-26T22:50:38.9973519Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0051s] [ 76%] 2025-08-26T22:50:38.9973773Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 76%] 2025-08-26T22:50:38.9974029Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0036s] [ 76%] 2025-08-26T22:50:38.9974287Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 76%] 2025-08-26T22:50:38.9974540Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0034s] [ 76%] 2025-08-26T22:50:38.9974794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 76%] 2025-08-26T22:50:38.9975046Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0028s] [ 76%] 2025-08-26T22:50:38.9975302Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 76%] 2025-08-26T22:50:38.9975557Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0037s] [ 76%] 2025-08-26T22:50:38.9975814Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 76%] 2025-08-26T22:50:38.9976066Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0035s] [ 76%] 2025-08-26T22:50:38.9976326Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 76%] 2025-08-26T22:50:38.9976594Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0030s] [ 76%] 2025-08-26T22:50:38.9976864Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 76%] 2025-08-26T22:50:38.9977131Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 76%] 2025-08-26T22:50:38.9977399Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 76%] 2025-08-26T22:50:38.9977649Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0028s] [ 76%] 2025-08-26T22:50:38.9977903Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 76%] 2025-08-26T22:50:38.9978154Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0028s] [ 76%] 2025-08-26T22:50:38.9979408Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 76%] 2025-08-26T22:50:38.9979668Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0037s] [ 76%] 2025-08-26T22:50:38.9979979Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 76%] 2025-08-26T22:50:38.9980232Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0036s] [ 76%] 2025-08-26T22:50:38.9980485Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 76%] 2025-08-26T22:50:38.9980735Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0035s] [ 76%] 2025-08-26T22:50:38.9980988Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 76%] 2025-08-26T22:50:38.9981242Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0039s] [ 76%] 2025-08-26T22:50:38.9981499Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 76%] 2025-08-26T22:50:38.9981779Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0039s] [ 76%] 2025-08-26T22:50:38.9982054Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 76%] 2025-08-26T22:50:38.9982328Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 76%] 2025-08-26T22:50:38.9982601Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0020s] [ 76%] 2025-08-26T22:50:38.9982855Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 76%] 2025-08-26T22:50:38.9983116Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 76%] 2025-08-26T22:50:38.9983369Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0029s] [ 76%] 2025-08-26T22:50:38.9983622Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 76%] 2025-08-26T22:50:38.9983873Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0028s] [ 76%] 2025-08-26T22:50:38.9984129Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 76%] 2025-08-26T22:50:38.9984382Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0031s] [ 76%] 2025-08-26T22:50:38.9985643Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 76%] 2025-08-26T22:50:38.9985895Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0030s] [ 76%] 2025-08-26T22:50:38.9986147Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 76%] 2025-08-26T22:50:38.9986397Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0026s] [ 76%] 2025-08-26T22:50:38.9986651Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 76%] 2025-08-26T22:50:38.9986925Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0038s] [ 77%] 2025-08-26T22:50:38.9987234Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 77%] 2025-08-26T22:50:38.9987517Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0036s] [ 77%] 2025-08-26T22:50:38.9987769Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 77%] 2025-08-26T22:50:38.9988018Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0034s] [ 77%] 2025-08-26T22:50:38.9988270Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 77%] 2025-08-26T22:50:38.9988526Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0062s] [ 77%] 2025-08-26T22:50:38.9988782Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 77%] 2025-08-26T22:50:38.9989036Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0062s] [ 77%] 2025-08-26T22:50:38.9989290Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 77%] 2025-08-26T22:50:38.9989545Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0045s] [ 77%] 2025-08-26T22:50:38.9989853Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 77%] 2025-08-26T22:50:38.9990110Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0072s] [ 77%] 2025-08-26T22:50:38.9990368Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 77%] 2025-08-26T22:50:38.9990622Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0070s] [ 77%] 2025-08-26T22:50:38.9990877Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 77%] 2025-08-26T22:50:38.9992174Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0050s] [ 77%] 2025-08-26T22:50:38.9992448Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 77%] 2025-08-26T22:50:38.9992741Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0056s] [ 77%] 2025-08-26T22:50:38.9993001Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 77%] 2025-08-26T22:50:38.9993251Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0051s] [ 77%] 2025-08-26T22:50:38.9993503Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 77%] 2025-08-26T22:50:38.9993754Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0047s] [ 77%] 2025-08-26T22:50:38.9994008Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 77%] 2025-08-26T22:50:38.9994263Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0057s] [ 77%] 2025-08-26T22:50:38.9994518Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 77%] 2025-08-26T22:50:38.9994770Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0055s] [ 77%] 2025-08-26T22:50:38.9995025Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 77%] 2025-08-26T22:50:38.9995276Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0051s] [ 77%] 2025-08-26T22:50:38.9995529Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 77%] 2025-08-26T22:50:38.9995786Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 77%] 2025-08-26T22:50:38.9996044Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 77%] 2025-08-26T22:50:38.9996311Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 77%] 2025-08-26T22:50:38.9996581Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0021s] [ 77%] 2025-08-26T22:50:38.9996862Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0026s] [ 77%] 2025-08-26T22:50:38.9997120Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 77%] 2025-08-26T22:50:38.9998384Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0034s] [ 77%] 2025-08-26T22:50:38.9998646Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 77%] 2025-08-26T22:50:38.9998903Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0034s] [ 77%] 2025-08-26T22:50:38.9999157Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 77%] 2025-08-26T22:50:38.9999410Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0023s] [ 77%] 2025-08-26T22:50:38.9999665Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 77%] 2025-08-26T22:50:38.9999973Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 77%] 2025-08-26T22:50:39.0000228Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 77%] 2025-08-26T22:50:39.0000487Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0027s] [ 77%] 2025-08-26T22:50:39.0000743Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 77%] 2025-08-26T22:50:39.0000995Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0027s] [ 77%] 2025-08-26T22:50:39.0001248Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 77%] 2025-08-26T22:50:39.0001530Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 77%] 2025-08-26T22:50:39.0001809Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 77%] 2025-08-26T22:50:39.0002105Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0025s] [ 77%] 2025-08-26T22:50:39.0002358Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 77%] 2025-08-26T22:50:39.0002609Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0030s] [ 77%] 2025-08-26T22:50:39.0002864Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 77%] 2025-08-26T22:50:39.0003120Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 77%] 2025-08-26T22:50:39.0003374Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0021s] [ 77%] 2025-08-26T22:50:39.0003625Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0042s] [ 77%] 2025-08-26T22:50:39.0004894Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0032s] [ 77%] 2025-08-26T22:50:39.0005148Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0032s] [ 77%] 2025-08-26T22:50:39.0005402Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 77%] 2025-08-26T22:50:39.0005656Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 77%] 2025-08-26T22:50:39.0005921Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 77%] 2025-08-26T22:50:39.0006175Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0029s] [ 77%] 2025-08-26T22:50:39.0006430Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 77%] 2025-08-26T22:50:39.0006699Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0024s] [ 77%] 2025-08-26T22:50:39.0006969Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 77%] 2025-08-26T22:50:39.0007249Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 77%] 2025-08-26T22:50:39.0007503Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 77%] 2025-08-26T22:50:39.0007752Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0031s] [ 77%] 2025-08-26T22:50:39.0008003Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 77%] 2025-08-26T22:50:39.0008255Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 77%] 2025-08-26T22:50:39.0008505Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 77%] 2025-08-26T22:50:39.0008758Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0036s] [ 77%] 2025-08-26T22:50:39.0009012Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 77%] 2025-08-26T22:50:39.0009264Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0036s] [ 77%] 2025-08-26T22:50:39.0009515Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 77%] 2025-08-26T22:50:39.0009813Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0025s] [ 77%] 2025-08-26T22:50:39.0011075Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 77%] 2025-08-26T22:50:39.0011336Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0037s] [ 77%] 2025-08-26T22:50:39.0011592Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 77%] 2025-08-26T22:50:39.0011876Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0035s] [ 77%] 2025-08-26T22:50:39.0012147Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 77%] 2025-08-26T22:50:39.0012433Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 77%] 2025-08-26T22:50:39.0012688Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 77%] 2025-08-26T22:50:39.0012943Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 77%] 2025-08-26T22:50:39.0013202Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 77%] 2025-08-26T22:50:39.0013456Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0029s] [ 77%] 2025-08-26T22:50:39.0013712Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 77%] 2025-08-26T22:50:39.0013965Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0024s] [ 77%] 2025-08-26T22:50:39.0014219Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 77%] 2025-08-26T22:50:39.0014474Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 77%] 2025-08-26T22:50:39.0014728Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 77%] 2025-08-26T22:50:39.0014979Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0032s] [ 77%] 2025-08-26T22:50:39.0015232Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 77%] 2025-08-26T22:50:39.0015483Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0043s] [ 77%] 2025-08-26T22:50:39.0015735Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0033s] [ 77%] 2025-08-26T22:50:39.0016002Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0057s] [ 77%] 2025-08-26T22:50:39.0016270Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 77%] 2025-08-26T22:50:39.0017549Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0037s] [ 77%] 2025-08-26T22:50:39.0017804Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 77%] 2025-08-26T22:50:39.0018052Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0025s] [ 77%] 2025-08-26T22:50:39.0018303Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 77%] 2025-08-26T22:50:39.0018559Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 77%] 2025-08-26T22:50:39.0018813Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 77%] 2025-08-26T22:50:39.0019066Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0029s] [ 77%] 2025-08-26T22:50:39.0019320Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 77%] 2025-08-26T22:50:39.0019573Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0027s] [ 77%] 2025-08-26T22:50:39.0019877Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0037s] [ 77%] 2025-08-26T22:50:39.0020131Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0036s] [ 77%] 2025-08-26T22:50:39.0020389Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 77%] 2025-08-26T22:50:39.0020642Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0034s] [ 77%] 2025-08-26T22:50:39.0020895Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 77%] 2025-08-26T22:50:39.0021183Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0029s] [ 77%] 2025-08-26T22:50:39.0021455Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 77%] 2025-08-26T22:50:39.0021744Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0022s] [ 77%] 2025-08-26T22:50:39.0021998Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 77%] 2025-08-26T22:50:39.0022246Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0022s] [ 78%] 2025-08-26T22:50:39.0022497Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 78%] 2025-08-26T22:50:39.0023763Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0021s] [ 78%] 2025-08-26T22:50:39.0024016Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 78%] 2025-08-26T22:50:39.0024270Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 78%] 2025-08-26T22:50:39.0024527Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 78%] 2025-08-26T22:50:39.0024781Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0025s] [ 78%] 2025-08-26T22:50:39.0025032Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 78%] 2025-08-26T22:50:39.0025281Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0031s] [ 78%] 2025-08-26T22:50:39.0025534Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 78%] 2025-08-26T22:50:39.0025792Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 78%] 2025-08-26T22:50:39.0026050Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 78%] 2025-08-26T22:50:39.0026323Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 78%] 2025-08-26T22:50:39.0026593Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 78%] 2025-08-26T22:50:39.0026875Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0023s] [ 78%] 2025-08-26T22:50:39.0027166Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 78%] 2025-08-26T22:50:39.0027423Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 78%] 2025-08-26T22:50:39.0027684Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 78%] 2025-08-26T22:50:39.0027941Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0028s] [ 78%] 2025-08-26T22:50:39.0028199Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 78%] 2025-08-26T22:50:39.0028454Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0031s] [ 78%] 2025-08-26T22:50:39.0028710Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 78%] 2025-08-26T22:50:39.0028968Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 78%] 2025-08-26T22:50:39.0030308Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 78%] 2025-08-26T22:50:39.0030566Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 78%] 2025-08-26T22:50:39.0030819Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 78%] 2025-08-26T22:50:39.0031072Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0024s] [ 78%] 2025-08-26T22:50:39.0031326Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 78%] 2025-08-26T22:50:39.0031609Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 78%] 2025-08-26T22:50:39.0031884Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 78%] 2025-08-26T22:50:39.0032172Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0029s] [ 78%] 2025-08-26T22:50:39.0032431Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 78%] 2025-08-26T22:50:39.0032682Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0028s] [ 78%] 2025-08-26T22:50:39.0032939Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 78%] 2025-08-26T22:50:39.0033194Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 78%] 2025-08-26T22:50:39.0033450Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 78%] 2025-08-26T22:50:39.0033703Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0021s] [ 78%] 2025-08-26T22:50:39.0033957Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0021s] [ 78%] 2025-08-26T22:50:39.0034210Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 78%] 2025-08-26T22:50:39.0034464Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 78%] 2025-08-26T22:50:39.0034719Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 78%] 2025-08-26T22:50:39.0034977Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 78%] 2025-08-26T22:50:39.0035230Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0024s] [ 78%] 2025-08-26T22:50:39.0035508Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 78%] 2025-08-26T22:50:39.0036841Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0023s] [ 78%] 2025-08-26T22:50:39.0037110Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 78%] 2025-08-26T22:50:39.0037383Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0022s] [ 78%] 2025-08-26T22:50:39.0037641Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0021s] [ 78%] 2025-08-26T22:50:39.0037893Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0022s] [ 78%] 2025-08-26T22:50:39.0038147Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 78%] 2025-08-26T22:50:39.0038398Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 78%] 2025-08-26T22:50:39.0038652Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 78%] 2025-08-26T22:50:39.0038906Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 78%] 2025-08-26T22:50:39.0039164Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 78%] 2025-08-26T22:50:39.0039416Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0024s] [ 78%] 2025-08-26T22:50:39.0039669Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 78%] 2025-08-26T22:50:39.0039988Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0024s] [ 78%] 2025-08-26T22:50:39.0040242Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 78%] 2025-08-26T22:50:39.0040498Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0022s] [ 78%] 2025-08-26T22:50:39.0040775Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0021s] [ 78%] 2025-08-26T22:50:39.0041046Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0020s] [ 78%] 2025-08-26T22:50:39.0041317Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0020s] [ 78%] 2025-08-26T22:50:39.0041586Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0020s] [ 78%] 2025-08-26T22:50:39.0041840Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0020s] [ 78%] 2025-08-26T22:50:39.0043116Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 78%] 2025-08-26T22:50:39.0043379Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 78%] 2025-08-26T22:50:39.0043631Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0023s] [ 78%] 2025-08-26T22:50:39.0043885Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 78%] 2025-08-26T22:50:39.0044137Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0023s] [ 78%] 2025-08-26T22:50:39.0044391Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 78%] 2025-08-26T22:50:39.0044648Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0021s] [ 78%] 2025-08-26T22:50:39.0044904Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0021s] [ 78%] 2025-08-26T22:50:39.0045155Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0022s] [ 78%] 2025-08-26T22:50:39.0045408Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 78%] 2025-08-26T22:50:39.0045659Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0021s] [ 78%] 2025-08-26T22:50:39.0045932Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 78%] 2025-08-26T22:50:39.0046204Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 78%] 2025-08-26T22:50:39.0046472Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 78%] 2025-08-26T22:50:39.0046736Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0024s] [ 78%] 2025-08-26T22:50:39.0046989Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 78%] 2025-08-26T22:50:39.0047238Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0023s] [ 78%] 2025-08-26T22:50:39.0047490Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 78%] 2025-08-26T22:50:39.0047749Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0023s] [ 78%] 2025-08-26T22:50:39.0048008Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 78%] 2025-08-26T22:50:39.0048259Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0022s] [ 78%] 2025-08-26T22:50:39.0049515Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0021s] [ 78%] 2025-08-26T22:50:39.0049831Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 78%] 2025-08-26T22:50:39.0050088Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 78%] 2025-08-26T22:50:39.0050345Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 78%] 2025-08-26T22:50:39.0050604Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 78%] 2025-08-26T22:50:39.0050864Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0024s] [ 78%] 2025-08-26T22:50:39.0051146Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 78%] 2025-08-26T22:50:39.0051418Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0026s] [ 78%] 2025-08-26T22:50:39.0051720Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 78%] 2025-08-26T22:50:39.0051975Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0023s] [ 78%] 2025-08-26T22:50:39.0052231Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 78%] 2025-08-26T22:50:39.0052481Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0022s] [ 78%] 2025-08-26T22:50:39.0052735Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 78%] 2025-08-26T22:50:39.0052983Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 78%] 2025-08-26T22:50:39.0053238Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 78%] 2025-08-26T22:50:39.0053491Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 78%] 2025-08-26T22:50:39.0053749Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 78%] 2025-08-26T22:50:39.0053998Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 78%] 2025-08-26T22:50:39.0054251Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 78%] 2025-08-26T22:50:39.0054501Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 78%] 2025-08-26T22:50:39.0055767Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 78%] 2025-08-26T22:50:39.0056024Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 78%] 2025-08-26T22:50:39.0056300Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0020s] [ 78%] 2025-08-26T22:50:39.0056567Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0030s] [ 78%] 2025-08-26T22:50:39.0056853Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0021s] [ 78%] 2025-08-26T22:50:39.0057103Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 78%] 2025-08-26T22:50:39.0057356Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0019s] [ 78%] 2025-08-26T22:50:39.0057613Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 78%] 2025-08-26T22:50:39.0057869Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 78%] 2025-08-26T22:50:39.0058119Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0033s] [ 78%] 2025-08-26T22:50:39.0058375Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 78%] 2025-08-26T22:50:39.0058629Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0028s] [ 79%] 2025-08-26T22:50:39.0058883Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 79%] 2025-08-26T22:50:39.0059135Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 79%] 2025-08-26T22:50:39.0059390Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0021s] [ 79%] 2025-08-26T22:50:39.0059640Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 79%] 2025-08-26T22:50:39.0059958Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0021s] [ 79%] 2025-08-26T22:50:39.0060210Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0030s] [ 79%] 2025-08-26T22:50:39.0060487Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 79%] 2025-08-26T22:50:39.0060757Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 79%] 2025-08-26T22:50:39.0061059Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 79%] 2025-08-26T22:50:39.0062331Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0029s] [ 79%] 2025-08-26T22:50:39.0062585Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 79%] 2025-08-26T22:50:39.0062835Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0023s] [ 79%] 2025-08-26T22:50:39.0063090Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 79%] 2025-08-26T22:50:39.0063341Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 79%] 2025-08-26T22:50:39.0063597Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0020s] [ 79%] 2025-08-26T22:50:39.0063846Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0024s] [ 79%] 2025-08-26T22:50:39.0064100Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0020s] [ 79%] 2025-08-26T22:50:39.0064349Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0023s] [ 79%] 2025-08-26T22:50:39.0064601Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0019s] [ 79%] 2025-08-26T22:50:39.0064853Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 79%] 2025-08-26T22:50:39.0065109Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 79%] 2025-08-26T22:50:39.0065358Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0028s] [ 79%] 2025-08-26T22:50:39.0065631Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 79%] 2025-08-26T22:50:39.0065894Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0030s] [ 79%] 2025-08-26T22:50:39.0066172Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 79%] 2025-08-26T22:50:39.0066424Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 79%] 2025-08-26T22:50:39.0066675Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0021s] [ 79%] 2025-08-26T22:50:39.0066923Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0024s] [ 79%] 2025-08-26T22:50:39.0067224Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0021s] [ 79%] 2025-08-26T22:50:39.0068481Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 79%] 2025-08-26T22:50:39.0068734Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 79%] 2025-08-26T22:50:39.0068984Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0023s] [ 79%] 2025-08-26T22:50:39.0069238Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 79%] 2025-08-26T22:50:39.0069491Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0024s] [ 79%] 2025-08-26T22:50:39.0069814Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 79%] 2025-08-26T22:50:39.0070062Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0023s] [ 79%] 2025-08-26T22:50:39.0070313Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 79%] 2025-08-26T22:50:39.0070564Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 79%] 2025-08-26T22:50:39.0070847Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0020s] [ 79%] 2025-08-26T22:50:39.0071112Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0024s] [ 79%] 2025-08-26T22:50:39.0071380Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0020s] [ 79%] 2025-08-26T22:50:39.0071644Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0023s] [ 79%] 2025-08-26T22:50:39.0071897Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0019s] [ 79%] 2025-08-26T22:50:39.0072151Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0034s] [ 79%] 2025-08-26T22:50:39.0072406Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 79%] 2025-08-26T22:50:39.0072657Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0033s] [ 79%] 2025-08-26T22:50:39.0072908Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 79%] 2025-08-26T22:50:39.0073158Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0026s] [ 79%] 2025-08-26T22:50:39.0073409Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 79%] 2025-08-26T22:50:39.0073659Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 79%] 2025-08-26T22:50:39.0074925Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0021s] [ 79%] 2025-08-26T22:50:39.0075177Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 79%] 2025-08-26T22:50:39.0075428Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0021s] [ 79%] 2025-08-26T22:50:39.0075674Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 79%] 2025-08-26T22:50:39.0075920Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0020s] [ 79%] 2025-08-26T22:50:39.0076190Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 79%] 2025-08-26T22:50:39.0076482Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 79%] 2025-08-26T22:50:39.0076743Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0024s] [ 79%] 2025-08-26T22:50:39.0076989Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 79%] 2025-08-26T22:50:39.0077239Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0023s] [ 79%] 2025-08-26T22:50:39.0077488Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 79%] 2025-08-26T22:50:39.0077741Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0031s] [ 79%] 2025-08-26T22:50:39.0077994Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0020s] [ 79%] 2025-08-26T22:50:39.0078244Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0030s] [ 79%] 2025-08-26T22:50:39.0078494Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0020s] [ 79%] 2025-08-26T22:50:39.0078742Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 79%] 2025-08-26T22:50:39.0078991Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0019s] [ 79%] 2025-08-26T22:50:39.0079242Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 79%] 2025-08-26T22:50:39.0079498Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 79%] 2025-08-26T22:50:39.0079812Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 79%] 2025-08-26T22:50:39.0081066Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 79%] 2025-08-26T22:50:39.0081360Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0032s] [ 79%] 2025-08-26T22:50:39.0081629Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 79%] 2025-08-26T22:50:39.0081913Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 79%] 2025-08-26T22:50:39.0082163Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0021s] [ 79%] 2025-08-26T22:50:39.0082410Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 79%] 2025-08-26T22:50:39.0082659Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 79%] 2025-08-26T22:50:39.0082915Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0026s] [ 79%] 2025-08-26T22:50:39.0083164Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0020s] [ 79%] 2025-08-26T22:50:39.0083415Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 79%] 2025-08-26T22:50:39.0083667Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 79%] 2025-08-26T22:50:39.0083915Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0030s] [ 79%] 2025-08-26T22:50:39.0084163Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 79%] 2025-08-26T22:50:39.0084410Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0023s] [ 79%] 2025-08-26T22:50:39.0084659Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 79%] 2025-08-26T22:50:39.0084922Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0619s] [ 79%] 2025-08-26T22:50:39.0085190Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0058s] [ 79%] 2025-08-26T22:50:39.0085462Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0061s] [ 79%] 2025-08-26T22:50:39.0085735Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0057s] [ 79%] 2025-08-26T22:50:39.0086016Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0058s] [ 79%] 2025-08-26T22:50:39.0086271Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0053s] [ 79%] 2025-08-26T22:50:39.0087608Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0030s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 79%] 2025-08-26T22:50:39.0087945Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 79%] 2025-08-26T22:50:39.0088280Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 79%] 2025-08-26T22:50:39.0088610Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0011s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 79%] 2025-08-26T22:50:39.0088937Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0025s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 79%] 2025-08-26T22:50:39.0089265Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 79%] 2025-08-26T22:50:39.0089523Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 79%] 2025-08-26T22:50:39.0089862Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0052s] [ 79%] 2025-08-26T22:50:39.0090117Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0058s] [ 79%] 2025-08-26T22:50:39.0090373Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0057s] [ 79%] 2025-08-26T22:50:39.0090659Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0059s] [ 79%] 2025-08-26T22:50:39.0090931Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0054s] [ 79%] 2025-08-26T22:50:39.0091296Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0028s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 79%] 2025-08-26T22:50:39.0091627Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0049s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 79%] 2025-08-26T22:50:39.0091954Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 79%] 2025-08-26T22:50:39.0092280Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 79%] 2025-08-26T22:50:39.0092606Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 79%] 2025-08-26T22:50:39.0092935Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 79%] 2025-08-26T22:50:39.0093193Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0080s] [ 79%] 2025-08-26T22:50:39.0093450Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 79%] 2025-08-26T22:50:39.0094723Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0071s] [ 79%] 2025-08-26T22:50:39.0094983Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 79%] 2025-08-26T22:50:39.0095236Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0050s] [ 79%] 2025-08-26T22:50:39.0095492Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 79%] 2025-08-26T22:50:39.0095849Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0096197Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0096554Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0096883Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0097210Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0097538Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0097793Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0084s] [ 80%] 2025-08-26T22:50:39.0098049Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0030s] [ 80%] 2025-08-26T22:50:39.0098305Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0074s] [ 80%] 2025-08-26T22:50:39.0098561Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 80%] 2025-08-26T22:50:39.0098811Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0059s] [ 80%] 2025-08-26T22:50:39.0099065Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0030s] [ 80%] 2025-08-26T22:50:39.0099394Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0099792Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0100145Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0100490Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0101885Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0102215Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0102472Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 80%] 2025-08-26T22:50:39.0102731Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 80%] 2025-08-26T22:50:39.0102982Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 80%] 2025-08-26T22:50:39.0103237Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 80%] 2025-08-26T22:50:39.0103487Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 80%] 2025-08-26T22:50:39.0103742Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 80%] 2025-08-26T22:50:39.0104072Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0104400Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0104728Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0105052Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0105404Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0105742Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0106027Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 80%] 2025-08-26T22:50:39.0106283Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 80%] 2025-08-26T22:50:39.0106535Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0027s] [ 80%] 2025-08-26T22:50:39.0106788Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 80%] 2025-08-26T22:50:39.0107086Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0026s] [ 80%] 2025-08-26T22:50:39.0107339Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 80%] 2025-08-26T22:50:39.0107665Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0109008Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0109337Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0109662Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0110056Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0110381Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0110673Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0497s] [ 80%] 2025-08-26T22:50:39.0110948Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0050s] [ 80%] 2025-08-26T22:50:39.0111244Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0049s] [ 80%] 2025-08-26T22:50:39.0111500Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0049s] [ 80%] 2025-08-26T22:50:39.0111756Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0051s] [ 80%] 2025-08-26T22:50:39.0112012Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0048s] [ 80%] 2025-08-26T22:50:39.0112341Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0026s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0112672Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0112998Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0113325Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0024s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0113650Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0113981Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0114237Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 80%] 2025-08-26T22:50:39.0114492Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0046s] [ 80%] 2025-08-26T22:50:39.0114760Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0047s] [ 80%] 2025-08-26T22:50:39.0116040Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0050s] [ 80%] 2025-08-26T22:50:39.0116311Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0051s] [ 80%] 2025-08-26T22:50:39.0116580Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0034s] [ 80%] 2025-08-26T22:50:39.0116906Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0026s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0117238Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0039s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0117564Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0117889Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0118213Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0118537Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0118795Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 80%] 2025-08-26T22:50:39.0119055Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 80%] 2025-08-26T22:50:39.0119313Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 80%] 2025-08-26T22:50:39.0119573Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 80%] 2025-08-26T22:50:39.0119887Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0027s] [ 80%] 2025-08-26T22:50:39.0120172Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 80%] 2025-08-26T22:50:39.0120522Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0120896Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0121225Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0121554Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0121885Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0123231Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0123491Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0034s] [ 80%] 2025-08-26T22:50:39.0123751Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 80%] 2025-08-26T22:50:39.0124005Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0032s] [ 80%] 2025-08-26T22:50:39.0124259Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 80%] 2025-08-26T22:50:39.0124512Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0034s] [ 80%] 2025-08-26T22:50:39.0124769Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0039s] [ 80%] 2025-08-26T22:50:39.0125103Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0125458Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0125815Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0126156Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0126483Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0126812Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0127073Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0038s] [ 80%] 2025-08-26T22:50:39.0127336Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 80%] 2025-08-26T22:50:39.0127591Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0036s] [ 80%] 2025-08-26T22:50:39.0127847Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 80%] 2025-08-26T22:50:39.0128102Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0031s] [ 80%] 2025-08-26T22:50:39.0128358Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 80%] 2025-08-26T22:50:39.0128690Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0012s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0129021Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0130520Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0012s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0130883Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0131251Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0131594Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0131850Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 80%] 2025-08-26T22:50:39.0132108Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 80%] 2025-08-26T22:50:39.0132361Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0029s] [ 80%] 2025-08-26T22:50:39.0132614Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 80%] 2025-08-26T22:50:39.0132869Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0032s] [ 80%] 2025-08-26T22:50:39.0133122Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 80%] 2025-08-26T22:50:39.0133451Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0133779Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0134104Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0134431Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0134754Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0135097Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 80%] 2025-08-26T22:50:39.0135370Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0023s] [ 80%] 2025-08-26T22:50:39.0135657Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0021s] [ 80%] 2025-08-26T22:50:39.0135909Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0022s] [ 81%] 2025-08-26T22:50:39.0136164Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 81%] 2025-08-26T22:50:39.0137440Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0021s] [ 81%] 2025-08-26T22:50:39.0137700Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 81%] 2025-08-26T22:50:39.0138031Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0138364Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0138695Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0139022Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0139349Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0139745Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0140001Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0022s] [ 81%] 2025-08-26T22:50:39.0140287Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0021s] [ 81%] 2025-08-26T22:50:39.0140557Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0022s] [ 81%] 2025-08-26T22:50:39.0140849Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 81%] 2025-08-26T22:50:39.0141100Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 81%] 2025-08-26T22:50:39.0141353Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 81%] 2025-08-26T22:50:39.0141680Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0142008Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0142332Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0142657Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0142984Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0143306Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0144575Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 81%] 2025-08-26T22:50:39.0144838Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 81%] 2025-08-26T22:50:39.0145091Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0023s] [ 81%] 2025-08-26T22:50:39.0145346Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 81%] 2025-08-26T22:50:39.0145621Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0023s] [ 81%] 2025-08-26T22:50:39.0145905Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 81%] 2025-08-26T22:50:39.0146249Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0146581Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0146908Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0147283Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0147610Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0147938Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0148196Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 81%] 2025-08-26T22:50:39.0148455Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 81%] 2025-08-26T22:50:39.0148708Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 81%] 2025-08-26T22:50:39.0148965Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 81%] 2025-08-26T22:50:39.0149217Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 81%] 2025-08-26T22:50:39.0149470Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 81%] 2025-08-26T22:50:39.0149886Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0150259Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0151639Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0151972Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0152299Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0152625Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0152885Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0391s] [ 81%] 2025-08-26T22:50:39.0153147Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0059s] [ 81%] 2025-08-26T22:50:39.0153401Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0058s] [ 81%] 2025-08-26T22:50:39.0153660Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0059s] [ 81%] 2025-08-26T22:50:39.0153918Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0064s] [ 81%] 2025-08-26T22:50:39.0154176Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0066s] [ 81%] 2025-08-26T22:50:39.0154507Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0031s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0154841Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0155186Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0155545Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0025s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0155886Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0156215Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0156473Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0041s] [ 81%] 2025-08-26T22:50:39.0156731Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0060s] [ 81%] 2025-08-26T22:50:39.0156985Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0059s] [ 81%] 2025-08-26T22:50:39.0157239Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0059s] [ 81%] 2025-08-26T22:50:39.0157492Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0065s] [ 81%] 2025-08-26T22:50:39.0158749Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0064s] [ 81%] 2025-08-26T22:50:39.0159082Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0027s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0159414Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0042s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0159807Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0160134Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0160490Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0160851Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0161125Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0036s] [ 81%] 2025-08-26T22:50:39.0161382Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0030s] [ 81%] 2025-08-26T22:50:39.0161637Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0034s] [ 81%] 2025-08-26T22:50:39.0161895Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 81%] 2025-08-26T22:50:39.0162148Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0038s] [ 81%] 2025-08-26T22:50:39.0162404Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0031s] [ 81%] 2025-08-26T22:50:39.0162733Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0012s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0163065Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0163390Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0012s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0163716Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0164043Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0164368Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0164637Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0033s] [ 81%] 2025-08-26T22:50:39.0165942Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0033s] [ 81%] 2025-08-26T22:50:39.0166212Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0033s] [ 81%] 2025-08-26T22:50:39.0166469Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0033s] [ 81%] 2025-08-26T22:50:39.0166721Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0036s] [ 81%] 2025-08-26T22:50:39.0166974Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0033s] [ 81%] 2025-08-26T22:50:39.0167305Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0167633Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0167958Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0168282Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0168606Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0168930Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0169187Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 81%] 2025-08-26T22:50:39.0169444Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0037s] [ 81%] 2025-08-26T22:50:39.0169777Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0034s] [ 81%] 2025-08-26T22:50:39.0170050Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 81%] 2025-08-26T22:50:39.0170335Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0033s] [ 81%] 2025-08-26T22:50:39.0170588Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0030s] [ 81%] 2025-08-26T22:50:39.0170916Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0171246Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0171572Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0172930Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0173259Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0173586Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0173841Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 81%] 2025-08-26T22:50:39.0174097Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0031s] [ 81%] 2025-08-26T22:50:39.0174347Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0031s] [ 81%] 2025-08-26T22:50:39.0174601Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0032s] [ 81%] 2025-08-26T22:50:39.0174872Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0032s] [ 81%] 2025-08-26T22:50:39.0175141Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0032s] [ 81%] 2025-08-26T22:50:39.0175481Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0175823Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0176151Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0176476Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 81%] 2025-08-26T22:50:39.0176798Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0177123Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0177382Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0581s] [ 82%] 2025-08-26T22:50:39.0177642Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0056s] [ 82%] 2025-08-26T22:50:39.0177896Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0056s] [ 82%] 2025-08-26T22:50:39.0178152Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0055s] [ 82%] 2025-08-26T22:50:39.0178406Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0060s] [ 82%] 2025-08-26T22:50:39.0178662Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0062s] [ 82%] 2025-08-26T22:50:39.0180054Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0029s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0180417Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0180806Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0181134Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0025s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0181460Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0181787Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0182041Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0043s] [ 82%] 2025-08-26T22:50:39.0182298Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0056s] [ 82%] 2025-08-26T22:50:39.0182549Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0071s] [ 82%] 2025-08-26T22:50:39.0182809Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0061s] [ 82%] 2025-08-26T22:50:39.0183061Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0061s] [ 82%] 2025-08-26T22:50:39.0183313Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0043s] [ 82%] 2025-08-26T22:50:39.0183639Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0027s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0183967Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0044s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0184307Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0184643Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0185005Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0185329Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0185584Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0040s] [ 82%] 2025-08-26T22:50:39.0185841Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 82%] 2025-08-26T22:50:39.0187147Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0031s] [ 82%] 2025-08-26T22:50:39.0187405Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 82%] 2025-08-26T22:50:39.0187663Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0030s] [ 82%] 2025-08-26T22:50:39.0187916Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 82%] 2025-08-26T22:50:39.0188247Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0188577Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0188903Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0189230Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0189581Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0189995Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0190295Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 82%] 2025-08-26T22:50:39.0190554Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 82%] 2025-08-26T22:50:39.0190805Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0028s] [ 82%] 2025-08-26T22:50:39.0191058Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 82%] 2025-08-26T22:50:39.0191308Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0027s] [ 82%] 2025-08-26T22:50:39.0191560Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 82%] 2025-08-26T22:50:39.0191889Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0192216Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0192540Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0192866Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0194209Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0194537Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0194793Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0044s] [ 82%] 2025-08-26T22:50:39.0195078Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 82%] 2025-08-26T22:50:39.0195347Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0039s] [ 82%] 2025-08-26T22:50:39.0195632Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 82%] 2025-08-26T22:50:39.0195880Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0034s] [ 82%] 2025-08-26T22:50:39.0196134Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 82%] 2025-08-26T22:50:39.0196461Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0196789Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0197113Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0197436Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0197760Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0011s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0198082Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0198338Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0035s] [ 82%] 2025-08-26T22:50:39.0198594Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 82%] 2025-08-26T22:50:39.0198844Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0035s] [ 82%] 2025-08-26T22:50:39.0199112Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 82%] 2025-08-26T22:50:39.0199375Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0031s] [ 82%] 2025-08-26T22:50:39.0199656Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 82%] 2025-08-26T22:50:39.0200041Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0201394Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0201725Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0202050Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0202374Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0202701Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0202957Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 82%] 2025-08-26T22:50:39.0203210Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 82%] 2025-08-26T22:50:39.0203462Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0024s] [ 82%] 2025-08-26T22:50:39.0203719Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 82%] 2025-08-26T22:50:39.0203973Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0028s] [ 82%] 2025-08-26T22:50:39.0204225Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 82%] 2025-08-26T22:50:39.0204588Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0204958Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0205297Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0205621Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0205945Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0011s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0206269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0206521Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 82%] 2025-08-26T22:50:39.0206774Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 82%] 2025-08-26T22:50:39.0207023Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0024s] [ 82%] 2025-08-26T22:50:39.0208280Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 82%] 2025-08-26T22:50:39.0208532Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0024s] [ 82%] 2025-08-26T22:50:39.0208782Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 82%] 2025-08-26T22:50:39.0209107Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0209436Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0209852Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0210215Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0210551Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0210871Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0211125Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0031s] [ 82%] 2025-08-26T22:50:39.0211382Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 82%] 2025-08-26T22:50:39.0211633Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0030s] [ 82%] 2025-08-26T22:50:39.0211884Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 82%] 2025-08-26T22:50:39.0212132Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0023s] [ 82%] 2025-08-26T22:50:39.0212385Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 82%] 2025-08-26T22:50:39.0212711Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0213039Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0213362Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0213686Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0214023Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0215403Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 82%] 2025-08-26T22:50:39.0215673Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0031s] [ 82%] 2025-08-26T22:50:39.0215927Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 82%] 2025-08-26T22:50:39.0216178Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0031s] [ 82%] 2025-08-26T22:50:39.0216430Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 82%] 2025-08-26T22:50:39.0216679Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 82%] 2025-08-26T22:50:39.0216932Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 82%] 2025-08-26T22:50:39.0217260Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 83%] 2025-08-26T22:50:39.0217587Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 83%] 2025-08-26T22:50:39.0217910Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 83%] 2025-08-26T22:50:39.0218233Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 83%] 2025-08-26T22:50:39.0218555Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 83%] 2025-08-26T22:50:39.0218877Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 83%] 2025-08-26T22:50:39.0219156Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0037s] [ 83%] 2025-08-26T22:50:39.0219437Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 83%] 2025-08-26T22:50:39.0219795Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0033s] [ 83%] 2025-08-26T22:50:39.0220050Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 83%] 2025-08-26T22:50:39.0220302Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0027s] [ 83%] 2025-08-26T22:50:39.0220557Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 83%] 2025-08-26T22:50:39.0220813Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0038s] [ 83%] 2025-08-26T22:50:39.0221069Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 83%] 2025-08-26T22:50:39.0222345Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0035s] [ 83%] 2025-08-26T22:50:39.0222604Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 83%] 2025-08-26T22:50:39.0222859Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0030s] [ 83%] 2025-08-26T22:50:39.0223121Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 83%] 2025-08-26T22:50:39.0223374Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0034s] [ 83%] 2025-08-26T22:50:39.0223630Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 83%] 2025-08-26T22:50:39.0223881Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0035s] [ 83%] 2025-08-26T22:50:39.0224134Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 83%] 2025-08-26T22:50:39.0224407Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0030s] [ 83%] 2025-08-26T22:50:39.0224690Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 83%] 2025-08-26T22:50:39.0224979Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0042s] [ 83%] 2025-08-26T22:50:39.0225235Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 83%] 2025-08-26T22:50:39.0225485Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0037s] [ 83%] 2025-08-26T22:50:39.0225738Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 83%] 2025-08-26T22:50:39.0225990Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0036s] [ 83%] 2025-08-26T22:50:39.0226242Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 83%] 2025-08-26T22:50:39.0226496Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0031s] [ 83%] 2025-08-26T22:50:39.0226750Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 83%] 2025-08-26T22:50:39.0227041Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0032s] [ 83%] 2025-08-26T22:50:39.0227293Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 83%] 2025-08-26T22:50:39.0228911Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0021s] [ 83%] 2025-08-26T22:50:39.0229168Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 83%] 2025-08-26T22:50:39.0229421Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 83%] 2025-08-26T22:50:39.0229756Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 83%] 2025-08-26T22:50:39.0230044Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0029s] [ 83%] 2025-08-26T22:50:39.0230320Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 83%] 2025-08-26T22:50:39.0230607Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0029s] [ 83%] 2025-08-26T22:50:39.0230863Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 83%] 2025-08-26T22:50:39.0231115Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 83%] 2025-08-26T22:50:39.0231368Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 83%] 2025-08-26T22:50:39.0231619Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0032s] [ 83%] 2025-08-26T22:50:39.0231869Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 83%] 2025-08-26T22:50:39.0232119Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0027s] [ 83%] 2025-08-26T22:50:39.0232369Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 83%] 2025-08-26T22:50:39.0232623Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0036s] [ 83%] 2025-08-26T22:50:39.0232878Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 83%] 2025-08-26T22:50:39.0233128Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0035s] [ 83%] 2025-08-26T22:50:39.0233379Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 83%] 2025-08-26T22:50:39.0233629Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0035s] [ 83%] 2025-08-26T22:50:39.0233883Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 83%] 2025-08-26T22:50:39.0234154Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0022s] [ 83%] 2025-08-26T22:50:39.0235657Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 83%] 2025-08-26T22:50:39.0235943Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0022s] [ 83%] 2025-08-26T22:50:39.0236196Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 83%] 2025-08-26T22:50:39.0236447Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0021s] [ 83%] 2025-08-26T22:50:39.0236698Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 83%] 2025-08-26T22:50:39.0236952Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 83%] 2025-08-26T22:50:39.0237206Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 83%] 2025-08-26T22:50:39.0237455Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0025s] [ 83%] 2025-08-26T22:50:39.0237706Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 83%] 2025-08-26T22:50:39.0237957Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0029s] [ 83%] 2025-08-26T22:50:39.0238209Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0030s] [ 83%] 2025-08-26T22:50:39.0238458Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 83%] 2025-08-26T22:50:39.0238713Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 83%] 2025-08-26T22:50:39.0238961Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0027s] [ 83%] 2025-08-26T22:50:39.0239222Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 83%] 2025-08-26T22:50:39.0239487Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0026s] [ 83%] 2025-08-26T22:50:39.0239823Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 83%] 2025-08-26T22:50:39.0240115Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0043s] [ 83%] 2025-08-26T22:50:39.0240368Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 83%] 2025-08-26T22:50:39.0240617Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0035s] [ 83%] 2025-08-26T22:50:39.0242388Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 83%] 2025-08-26T22:50:39.0242640Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0035s] [ 83%] 2025-08-26T22:50:39.0242892Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 83%] 2025-08-26T22:50:39.0243149Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 83%] 2025-08-26T22:50:39.0243416Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 83%] 2025-08-26T22:50:39.0243667Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0027s] [ 83%] 2025-08-26T22:50:39.0243918Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 83%] 2025-08-26T22:50:39.0244167Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0026s] [ 83%] 2025-08-26T22:50:39.0244420Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 83%] 2025-08-26T22:50:39.0244678Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 83%] 2025-08-26T22:50:39.0244935Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 83%] 2025-08-26T22:50:39.0245221Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0031s] [ 83%] 2025-08-26T22:50:39.0245531Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 83%] 2025-08-26T22:50:39.0245820Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0025s] [ 83%] 2025-08-26T22:50:39.0246073Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 83%] 2025-08-26T22:50:39.0246328Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0033s] [ 83%] 2025-08-26T22:50:39.0246584Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 83%] 2025-08-26T22:50:39.0246835Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0034s] [ 83%] 2025-08-26T22:50:39.0249003Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 83%] 2025-08-26T22:50:39.0249277Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0032s] [ 83%] 2025-08-26T22:50:39.0249529Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 83%] 2025-08-26T22:50:39.0249848Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0031s] [ 83%] 2025-08-26T22:50:39.0250111Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 83%] 2025-08-26T22:50:39.0250360Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0031s] [ 83%] 2025-08-26T22:50:39.0250621Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 83%] 2025-08-26T22:50:39.0250876Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0030s] [ 83%] 2025-08-26T22:50:39.0251130Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 83%] 2025-08-26T22:50:39.0251444Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 83%] 2025-08-26T22:50:39.0251719Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 83%] 2025-08-26T22:50:39.0252014Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 83%] 2025-08-26T22:50:39.0252271Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 83%] 2025-08-26T22:50:39.0252525Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 83%] 2025-08-26T22:50:39.0252778Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 83%] 2025-08-26T22:50:39.0253034Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 83%] 2025-08-26T22:50:39.0253292Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 83%] 2025-08-26T22:50:39.0253547Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0025s] [ 83%] 2025-08-26T22:50:39.0253802Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 83%] 2025-08-26T22:50:39.0254055Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0029s] [ 83%] 2025-08-26T22:50:39.0254309Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 83%] 2025-08-26T22:50:39.0254564Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0033s] [ 83%] 2025-08-26T22:50:39.0254822Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 84%] 2025-08-26T22:50:39.0255075Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0033s] [ 84%] 2025-08-26T22:50:39.0255326Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 84%] 2025-08-26T22:50:39.0255596Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0023s] [ 84%] 2025-08-26T22:50:39.0255861Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 84%] 2025-08-26T22:50:39.0257483Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0031s] [ 84%] 2025-08-26T22:50:39.0257747Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 84%] 2025-08-26T22:50:39.0257998Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0031s] [ 84%] 2025-08-26T22:50:39.0258252Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 84%] 2025-08-26T22:50:39.0258502Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0025s] [ 84%] 2025-08-26T22:50:39.0258756Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 84%] 2025-08-26T22:50:39.0259009Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0033s] [ 84%] 2025-08-26T22:50:39.0259268Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 84%] 2025-08-26T22:50:39.0259519Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0031s] [ 84%] 2025-08-26T22:50:39.0259828Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 84%] 2025-08-26T22:50:39.0260081Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0030s] [ 84%] 2025-08-26T22:50:39.0260341Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 84%] 2025-08-26T22:50:39.0260599Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 84%] 2025-08-26T22:50:39.0260862Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 84%] 2025-08-26T22:50:39.0261136Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0030s] [ 84%] 2025-08-26T22:50:39.0261408Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 84%] 2025-08-26T22:50:39.0261706Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0029s] [ 84%] 2025-08-26T22:50:39.0261957Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 84%] 2025-08-26T22:50:39.0262206Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 84%] 2025-08-26T22:50:39.0262458Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 84%] 2025-08-26T22:50:39.0262708Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0028s] [ 84%] 2025-08-26T22:50:39.0262955Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 84%] 2025-08-26T22:50:39.0263203Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0031s] [ 84%] 2025-08-26T22:50:39.0263452Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 84%] 2025-08-26T22:50:39.0263708Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0035s] [ 84%] 2025-08-26T22:50:39.0263963Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 84%] 2025-08-26T22:50:39.0264213Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0036s] [ 84%] 2025-08-26T22:50:39.0264468Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 84%] 2025-08-26T22:50:39.0264716Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0025s] [ 84%] 2025-08-26T22:50:39.0264966Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 84%] 2025-08-26T22:50:39.0265231Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0023s] [ 84%] 2025-08-26T22:50:39.0265498Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 84%] 2025-08-26T22:50:39.0265780Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0022s] [ 84%] 2025-08-26T22:50:39.0266032Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 84%] 2025-08-26T22:50:39.0266280Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0030s] [ 84%] 2025-08-26T22:50:39.0266532Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 84%] 2025-08-26T22:50:39.0266786Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 84%] 2025-08-26T22:50:39.0267081Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 84%] 2025-08-26T22:50:39.0267333Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0025s] [ 84%] 2025-08-26T22:50:39.0267584Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 84%] 2025-08-26T22:50:39.0267834Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0029s] [ 84%] 2025-08-26T22:50:39.0268089Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 84%] 2025-08-26T22:50:39.0268343Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0034s] [ 84%] 2025-08-26T22:50:39.0268595Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 84%] 2025-08-26T22:50:39.0268846Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0033s] [ 84%] 2025-08-26T22:50:39.0269097Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 84%] 2025-08-26T22:50:39.0269360Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0031s] [ 84%] 2025-08-26T22:50:39.0269624Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 84%] 2025-08-26T22:50:39.0269960Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0036s] [ 84%] 2025-08-26T22:50:39.0270239Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 84%] 2025-08-26T22:50:39.0270486Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0031s] [ 84%] 2025-08-26T22:50:39.0270740Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 84%] 2025-08-26T22:50:39.0270988Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0026s] [ 84%] 2025-08-26T22:50:39.0271241Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 84%] 2025-08-26T22:50:39.0271494Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 84%] 2025-08-26T22:50:39.0271748Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 84%] 2025-08-26T22:50:39.0272001Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 84%] 2025-08-26T22:50:39.0272253Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 84%] 2025-08-26T22:50:39.0272503Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0026s] [ 84%] 2025-08-26T22:50:39.0272759Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 84%] 2025-08-26T22:50:39.0273014Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 84%] 2025-08-26T22:50:39.0273269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 84%] 2025-08-26T22:50:39.0273540Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0025s] [ 84%] 2025-08-26T22:50:39.0273811Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 84%] 2025-08-26T22:50:39.0274074Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0028s] [ 84%] 2025-08-26T22:50:39.0274342Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 84%] 2025-08-26T22:50:39.0274592Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 84%] 2025-08-26T22:50:39.0274849Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 84%] 2025-08-26T22:50:39.0275095Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0030s] [ 84%] 2025-08-26T22:50:39.0275346Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 84%] 2025-08-26T22:50:39.0275594Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 84%] 2025-08-26T22:50:39.0275845Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 84%] 2025-08-26T22:50:39.0276098Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 84%] 2025-08-26T22:50:39.0276350Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 84%] 2025-08-26T22:50:39.0276598Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0026s] [ 84%] 2025-08-26T22:50:39.0276847Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 84%] 2025-08-26T22:50:39.0277099Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0030s] [ 84%] 2025-08-26T22:50:39.0277350Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 84%] 2025-08-26T22:50:39.0277605Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 84%] 2025-08-26T22:50:39.0277878Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 84%] 2025-08-26T22:50:39.0278143Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0024s] [ 84%] 2025-08-26T22:50:39.0278434Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 84%] 2025-08-26T22:50:39.0278687Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 84%] 2025-08-26T22:50:39.0278942Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 84%] 2025-08-26T22:50:39.0279199Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 84%] 2025-08-26T22:50:39.0279459Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 84%] 2025-08-26T22:50:39.0279770Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 84%] 2025-08-26T22:50:39.0280024Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 84%] 2025-08-26T22:50:39.0280276Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0026s] [ 84%] 2025-08-26T22:50:39.0280532Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 84%] 2025-08-26T22:50:39.0280783Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 84%] 2025-08-26T22:50:39.0281040Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 84%] 2025-08-26T22:50:39.0281291Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 84%] 2025-08-26T22:50:39.0281546Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 84%] 2025-08-26T22:50:39.0281796Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0023s] [ 84%] 2025-08-26T22:50:39.0282070Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 84%] 2025-08-26T22:50:39.0282358Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 84%] 2025-08-26T22:50:39.0282631Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 84%] 2025-08-26T22:50:39.0282881Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0028s] [ 84%] 2025-08-26T22:50:39.0283132Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 84%] 2025-08-26T22:50:39.0283385Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0028s] [ 84%] 2025-08-26T22:50:39.0283640Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 84%] 2025-08-26T22:50:39.0283899Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 84%] 2025-08-26T22:50:39.0284158Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 84%] 2025-08-26T22:50:39.0284409Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 84%] 2025-08-26T22:50:39.0284661Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 84%] 2025-08-26T22:50:39.0284909Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0026s] [ 84%] 2025-08-26T22:50:39.0285163Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 84%] 2025-08-26T22:50:39.0285417Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 84%] 2025-08-26T22:50:39.0285675Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 84%] 2025-08-26T22:50:39.0285931Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0026s] [ 84%] 2025-08-26T22:50:39.0286201Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 85%] 2025-08-26T22:50:39.0286481Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0031s] [ 85%] 2025-08-26T22:50:39.0286748Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 85%] 2025-08-26T22:50:39.0287001Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 85%] 2025-08-26T22:50:39.0287253Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 85%] 2025-08-26T22:50:39.0287506Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0028s] [ 85%] 2025-08-26T22:50:39.0287756Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 85%] 2025-08-26T22:50:39.0288006Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0027s] [ 85%] 2025-08-26T22:50:39.0288268Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 85%] 2025-08-26T22:50:39.0288521Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 85%] 2025-08-26T22:50:39.0288776Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 85%] 2025-08-26T22:50:39.0289023Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 85%] 2025-08-26T22:50:39.0289278Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 85%] 2025-08-26T22:50:39.0290546Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 85%] 2025-08-26T22:50:39.0290807Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 85%] 2025-08-26T22:50:39.0291060Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0023s] [ 85%] 2025-08-26T22:50:39.0291346Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 85%] 2025-08-26T22:50:39.0291614Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0022s] [ 85%] 2025-08-26T22:50:39.0291905Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 85%] 2025-08-26T22:50:39.0292153Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 85%] 2025-08-26T22:50:39.0292408Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 85%] 2025-08-26T22:50:39.0292660Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 85%] 2025-08-26T22:50:39.0292917Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 85%] 2025-08-26T22:50:39.0293168Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0025s] [ 85%] 2025-08-26T22:50:39.0293421Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 85%] 2025-08-26T22:50:39.0293675Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0029s] [ 85%] 2025-08-26T22:50:39.0293928Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 85%] 2025-08-26T22:50:39.0294181Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 85%] 2025-08-26T22:50:39.0294434Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 85%] 2025-08-26T22:50:39.0294684Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0028s] [ 85%] 2025-08-26T22:50:39.0294993Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 85%] 2025-08-26T22:50:39.0295243Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0026s] [ 85%] 2025-08-26T22:50:39.0295514Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 85%] 2025-08-26T22:50:39.0295778Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 85%] 2025-08-26T22:50:39.0296052Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 85%] 2025-08-26T22:50:39.0296300Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 85%] 2025-08-26T22:50:39.0296553Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 85%] 2025-08-26T22:50:39.0296802Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0026s] [ 85%] 2025-08-26T22:50:39.0297060Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 85%] 2025-08-26T22:50:39.0297313Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 85%] 2025-08-26T22:50:39.0297576Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 85%] 2025-08-26T22:50:39.0297831Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0024s] [ 85%] 2025-08-26T22:50:39.0300909Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 85%] 2025-08-26T22:50:39.0301175Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0023s] [ 85%] 2025-08-26T22:50:39.0301430Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 85%] 2025-08-26T22:50:39.0301686Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 85%] 2025-08-26T22:50:39.0301989Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 85%] 2025-08-26T22:50:39.0302243Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0026s] [ 85%] 2025-08-26T22:50:39.0302518Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 85%] 2025-08-26T22:50:39.0302786Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0026s] [ 85%] 2025-08-26T22:50:39.0303062Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 85%] 2025-08-26T22:50:39.0303318Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 85%] 2025-08-26T22:50:39.0303572Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 85%] 2025-08-26T22:50:39.0303822Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 85%] 2025-08-26T22:50:39.0304075Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 85%] 2025-08-26T22:50:39.0304324Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0023s] [ 85%] 2025-08-26T22:50:39.0304574Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 85%] 2025-08-26T22:50:39.0304827Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0033s] [ 85%] 2025-08-26T22:50:39.0305082Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 85%] 2025-08-26T22:50:39.0305331Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0032s] [ 85%] 2025-08-26T22:50:39.0305585Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 85%] 2025-08-26T22:50:39.0305832Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0032s] [ 85%] 2025-08-26T22:50:39.0307343Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 85%] 2025-08-26T22:50:39.0307602Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 85%] 2025-08-26T22:50:39.0307873Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 85%] 2025-08-26T22:50:39.0308134Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 85%] 2025-08-26T22:50:39.0308402Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 85%] 2025-08-26T22:50:39.0308650Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0021s] [ 85%] 2025-08-26T22:50:39.0308900Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 85%] 2025-08-26T22:50:39.0309152Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0031s] [ 85%] 2025-08-26T22:50:39.0309407Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 85%] 2025-08-26T22:50:39.0309656Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0030s] [ 85%] 2025-08-26T22:50:39.0309977Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 85%] 2025-08-26T22:50:39.0310226Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0024s] [ 85%] 2025-08-26T22:50:39.0310477Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 85%] 2025-08-26T22:50:39.0310727Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 85%] 2025-08-26T22:50:39.0310978Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 85%] 2025-08-26T22:50:39.0311229Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0023s] [ 85%] 2025-08-26T22:50:39.0311511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 85%] 2025-08-26T22:50:39.0311756Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 85%] 2025-08-26T22:50:39.0312025Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 85%] 2025-08-26T22:50:39.0312291Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 85%] 2025-08-26T22:50:39.0312563Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 85%] 2025-08-26T22:50:39.0313811Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0030s] [ 85%] 2025-08-26T22:50:39.0314063Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 85%] 2025-08-26T22:50:39.0314311Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0031s] [ 85%] 2025-08-26T22:50:39.0314564Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 85%] 2025-08-26T22:50:39.0314813Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0031s] [ 85%] 2025-08-26T22:50:39.0315067Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 85%] 2025-08-26T22:50:39.0315314Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0031s] [ 85%] 2025-08-26T22:50:39.0315564Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 85%] 2025-08-26T22:50:39.0315810Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 85%] 2025-08-26T22:50:39.0316060Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 85%] 2025-08-26T22:50:39.0316308Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 85%] 2025-08-26T22:50:39.0316581Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 85%] 2025-08-26T22:50:39.0316827Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0029s] [ 85%] 2025-08-26T22:50:39.0317099Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 85%] 2025-08-26T22:50:39.0317358Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0028s] [ 85%] 2025-08-26T22:50:39.0317623Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 85%] 2025-08-26T22:50:39.0317868Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 85%] 2025-08-26T22:50:39.0318117Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 85%] 2025-08-26T22:50:39.0318361Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0027s] [ 85%] 2025-08-26T22:50:39.0318609Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 85%] 2025-08-26T22:50:39.0319871Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0032s] [ 85%] 2025-08-26T22:50:39.0320122Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 85%] 2025-08-26T22:50:39.0320372Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 85%] 2025-08-26T22:50:39.0320624Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 85%] 2025-08-26T22:50:39.0320868Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0033s] [ 85%] 2025-08-26T22:50:39.0321116Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 85%] 2025-08-26T22:50:39.0321361Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0035s] [ 85%] 2025-08-26T22:50:39.0321637Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 85%] 2025-08-26T22:50:39.0321889Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0022s] [ 85%] 2025-08-26T22:50:39.0322161Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 85%] 2025-08-26T22:50:39.0322422Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0022s] [ 85%] 2025-08-26T22:50:39.0322670Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 85%] 2025-08-26T22:50:39.0322932Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 85%] 2025-08-26T22:50:39.0323180Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 86%] 2025-08-26T22:50:39.0323429Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 86%] 2025-08-26T22:50:39.0323680Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 86%] 2025-08-26T22:50:39.0323925Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0025s] [ 86%] 2025-08-26T22:50:39.0324177Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 86%] 2025-08-26T22:50:39.0324424Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0028s] [ 86%] 2025-08-26T22:50:39.0324672Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 86%] 2025-08-26T22:50:39.0324920Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0023s] [ 86%] 2025-08-26T22:50:39.0326108Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 86%] 2025-08-26T22:50:39.0326356Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0023s] [ 86%] 2025-08-26T22:50:39.0326621Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 86%] 2025-08-26T22:50:39.0326868Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0032s] [ 86%] 2025-08-26T22:50:39.0327114Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 86%] 2025-08-26T22:50:39.0327379Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 86%] 2025-08-26T22:50:39.0327641Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 86%] 2025-08-26T22:50:39.0327906Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0026s] [ 86%] 2025-08-26T22:50:39.0328152Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 86%] 2025-08-26T22:50:39.0328396Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0035s] [ 86%] 2025-08-26T22:50:39.0328643Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 86%] 2025-08-26T22:50:39.0328893Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 86%] 2025-08-26T22:50:39.0329144Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 86%] 2025-08-26T22:50:39.0329390Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0031s] [ 86%] 2025-08-26T22:50:39.0329641Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0021s] [ 86%] 2025-08-26T22:50:39.0329940Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0030s] [ 86%] 2025-08-26T22:50:39.0330188Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 86%] 2025-08-26T22:50:39.0330438Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 86%] 2025-08-26T22:50:39.0330690Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 86%] 2025-08-26T22:50:39.0330956Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0029s] [ 86%] 2025-08-26T22:50:39.0331205Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 86%] 2025-08-26T22:50:39.0332422Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0030s] [ 86%] 2025-08-26T22:50:39.0332689Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 86%] 2025-08-26T22:50:39.0332956Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 86%] 2025-08-26T22:50:39.0333204Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 86%] 2025-08-26T22:50:39.0333447Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0028s] [ 86%] 2025-08-26T22:50:39.0333694Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 86%] 2025-08-26T22:50:39.0333938Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0031s] [ 86%] 2025-08-26T22:50:39.0334184Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 86%] 2025-08-26T22:50:39.0334433Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 86%] 2025-08-26T22:50:39.0334684Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 86%] 2025-08-26T22:50:39.0334930Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0030s] [ 86%] 2025-08-26T22:50:39.0335177Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 86%] 2025-08-26T22:50:39.0335424Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0046s] [ 86%] 2025-08-26T22:50:39.0335672Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 86%] 2025-08-26T22:50:39.0335949Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0502s] [ 86%] 2025-08-26T22:50:39.0336211Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0101s] [ 86%] 2025-08-26T22:50:39.0336482Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0092s] [ 86%] 2025-08-26T22:50:39.0336757Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0091s] [ 86%] 2025-08-26T22:50:39.0337029Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0103s] [ 86%] 2025-08-26T22:50:39.0337289Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0106s] [ 86%] 2025-08-26T22:50:39.0338464Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0108s] [ 86%] 2025-08-26T22:50:39.0338728Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0119s] [ 86%] 2025-08-26T22:50:39.0338983Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0120s] [ 86%] 2025-08-26T22:50:39.0339240Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0119s] [ 86%] 2025-08-26T22:50:39.0339495Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0131s] [ 86%] 2025-08-26T22:50:39.0339818Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0136s] [ 86%] 2025-08-26T22:50:39.0340077Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0111s] [ 86%] 2025-08-26T22:50:39.0340335Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0095s] [ 86%] 2025-08-26T22:50:39.0340589Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0094s] [ 86%] 2025-08-26T22:50:39.0340844Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0095s] [ 86%] 2025-08-26T22:50:39.0341124Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0101s] [ 86%] 2025-08-26T22:50:39.0341378Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0106s] [ 86%] 2025-08-26T22:50:39.0341650Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0112s] [ 86%] 2025-08-26T22:50:39.0341934Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0121s] [ 86%] 2025-08-26T22:50:39.0342205Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0121s] [ 86%] 2025-08-26T22:50:39.0342460Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0122s] [ 86%] 2025-08-26T22:50:39.0342715Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0128s] [ 86%] 2025-08-26T22:50:39.0342970Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0133s] [ 86%] 2025-08-26T22:50:39.0343226Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0038s] [ 86%] 2025-08-26T22:50:39.0343483Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0039s] [ 86%] 2025-08-26T22:50:39.0343735Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0039s] [ 86%] 2025-08-26T22:50:39.0344924Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0038s] [ 86%] 2025-08-26T22:50:39.0345179Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0038s] [ 86%] 2025-08-26T22:50:39.0345433Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0038s] [ 86%] 2025-08-26T22:50:39.0345689Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0053s] [ 86%] 2025-08-26T22:50:39.0345965Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0052s] [ 86%] 2025-08-26T22:50:39.0346219Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0052s] [ 86%] 2025-08-26T22:50:39.0346488Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0054s] [ 86%] 2025-08-26T22:50:39.0346760Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0053s] [ 86%] 2025-08-26T22:50:39.0347058Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0053s] [ 86%] 2025-08-26T22:50:39.0347327Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0042s] [ 86%] 2025-08-26T22:50:39.0347583Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0042s] [ 86%] 2025-08-26T22:50:39.0347834Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0042s] [ 86%] 2025-08-26T22:50:39.0348092Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0042s] [ 86%] 2025-08-26T22:50:39.0348344Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0041s] [ 86%] 2025-08-26T22:50:39.0348599Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0043s] [ 86%] 2025-08-26T22:50:39.0348852Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0059s] [ 86%] 2025-08-26T22:50:39.0349109Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0057s] [ 86%] 2025-08-26T22:50:39.0349359Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0056s] [ 86%] 2025-08-26T22:50:39.0349614Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0055s] [ 86%] 2025-08-26T22:50:39.0349926Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0054s] [ 86%] 2025-08-26T22:50:39.0351141Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0054s] [ 86%] 2025-08-26T22:50:39.0351400Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0047s] [ 86%] 2025-08-26T22:50:39.0351673Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0040s] [ 86%] 2025-08-26T22:50:39.0351944Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0039s] [ 86%] 2025-08-26T22:50:39.0352198Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0039s] [ 86%] 2025-08-26T22:50:39.0352468Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0040s] [ 86%] 2025-08-26T22:50:39.0352724Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0039s] [ 86%] 2025-08-26T22:50:39.0352979Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0053s] [ 86%] 2025-08-26T22:50:39.0353237Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0050s] [ 86%] 2025-08-26T22:50:39.0353494Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0050s] [ 86%] 2025-08-26T22:50:39.0353749Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0050s] [ 86%] 2025-08-26T22:50:39.0354001Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0050s] [ 86%] 2025-08-26T22:50:39.0354257Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0050s] [ 86%] 2025-08-26T22:50:39.0354509Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0040s] [ 86%] 2025-08-26T22:50:39.0354765Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0040s] [ 86%] 2025-08-26T22:50:39.0355017Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0039s] [ 86%] 2025-08-26T22:50:39.0355284Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0039s] [ 86%] 2025-08-26T22:50:39.0355538Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0039s] [ 86%] 2025-08-26T22:50:39.0355807Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0039s] [ 86%] 2025-08-26T22:50:39.0356075Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0053s] [ 86%] 2025-08-26T22:50:39.0356342Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0053s] [ 86%] 2025-08-26T22:50:39.0357511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0052s] [ 86%] 2025-08-26T22:50:39.0357766Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0052s] [ 86%] 2025-08-26T22:50:39.0358018Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0051s] [ 86%] 2025-08-26T22:50:39.0358272Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0051s] [ 86%] 2025-08-26T22:50:39.0358525Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0886s] [ 86%] 2025-08-26T22:50:39.0358786Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0085s] [ 87%] 2025-08-26T22:50:39.0359039Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0084s] [ 87%] 2025-08-26T22:50:39.0359295Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0085s] [ 87%] 2025-08-26T22:50:39.0359546Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0091s] [ 87%] 2025-08-26T22:50:39.0359859Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0098s] [ 87%] 2025-08-26T22:50:39.0360114Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0103s] [ 87%] 2025-08-26T22:50:39.0360399Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0109s] [ 87%] 2025-08-26T22:50:39.0360652Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0109s] [ 87%] 2025-08-26T22:50:39.0360928Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0109s] [ 87%] 2025-08-26T22:50:39.0361200Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0118s] [ 87%] 2025-08-26T22:50:39.0361472Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0128s] [ 87%] 2025-08-26T22:50:39.0361726Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0107s] [ 87%] 2025-08-26T22:50:39.0361980Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0088s] [ 87%] 2025-08-26T22:50:39.0362232Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0088s] [ 87%] 2025-08-26T22:50:39.0362485Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0089s] [ 87%] 2025-08-26T22:50:39.0363658Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0091s] [ 87%] 2025-08-26T22:50:39.0363915Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0070s] [ 87%] 2025-08-26T22:50:39.0364173Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0118s] [ 87%] 2025-08-26T22:50:39.0364431Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0123s] [ 87%] 2025-08-26T22:50:39.0364682Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0113s] [ 87%] 2025-08-26T22:50:39.0364935Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0113s] [ 87%] 2025-08-26T22:50:39.0365187Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0118s] [ 87%] 2025-08-26T22:50:39.0365460Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0124s] [ 87%] 2025-08-26T22:50:39.0365717Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0041s] [ 87%] 2025-08-26T22:50:39.0365997Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0037s] [ 87%] 2025-08-26T22:50:39.0366269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0037s] [ 87%] 2025-08-26T22:50:39.0366541Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0037s] [ 87%] 2025-08-26T22:50:39.0366795Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0036s] [ 87%] 2025-08-26T22:50:39.0367051Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0035s] [ 87%] 2025-08-26T22:50:39.0367308Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0041s] [ 87%] 2025-08-26T22:50:39.0367569Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0041s] [ 87%] 2025-08-26T22:50:39.0367824Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0040s] [ 87%] 2025-08-26T22:50:39.0368081Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0041s] [ 87%] 2025-08-26T22:50:39.0368334Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0040s] [ 87%] 2025-08-26T22:50:39.0368593Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0040s] [ 87%] 2025-08-26T22:50:39.0368846Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0038s] [ 87%] 2025-08-26T22:50:39.0370080Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0038s] [ 87%] 2025-08-26T22:50:39.0370334Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0038s] [ 87%] 2025-08-26T22:50:39.0370618Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0038s] [ 87%] 2025-08-26T22:50:39.0370870Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0036s] [ 87%] 2025-08-26T22:50:39.0371142Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0037s] [ 87%] 2025-08-26T22:50:39.0371421Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0042s] [ 87%] 2025-08-26T22:50:39.0371699Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0042s] [ 87%] 2025-08-26T22:50:39.0371953Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0042s] [ 87%] 2025-08-26T22:50:39.0372207Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0042s] [ 87%] 2025-08-26T22:50:39.0372460Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0041s] [ 87%] 2025-08-26T22:50:39.0372715Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0041s] [ 87%] 2025-08-26T22:50:39.0372969Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 87%] 2025-08-26T22:50:39.0373227Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0030s] [ 87%] 2025-08-26T22:50:39.0373478Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0030s] [ 87%] 2025-08-26T22:50:39.0373734Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 87%] 2025-08-26T22:50:39.0373989Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0029s] [ 87%] 2025-08-26T22:50:39.0374244Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0029s] [ 87%] 2025-08-26T22:50:39.0374499Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0035s] [ 87%] 2025-08-26T22:50:39.0374773Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0036s] [ 87%] 2025-08-26T22:50:39.0375025Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0031s] [ 87%] 2025-08-26T22:50:39.0376215Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 87%] 2025-08-26T22:50:39.0376485Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0025s] [ 87%] 2025-08-26T22:50:39.0376757Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 87%] 2025-08-26T22:50:39.0377012Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 87%] 2025-08-26T22:50:39.0377268Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 87%] 2025-08-26T22:50:39.0377519Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 87%] 2025-08-26T22:50:39.0377772Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 87%] 2025-08-26T22:50:39.0378022Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0023s] [ 87%] 2025-08-26T22:50:39.0378276Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 87%] 2025-08-26T22:50:39.0378531Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 87%] 2025-08-26T22:50:39.0378788Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 87%] 2025-08-26T22:50:39.0379039Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0028s] [ 87%] 2025-08-26T22:50:39.0379295Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 87%] 2025-08-26T22:50:39.0379546Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0026s] [ 87%] 2025-08-26T22:50:39.0379889Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 87%] 2025-08-26T22:50:39.0380143Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 87%] 2025-08-26T22:50:39.0380419Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 87%] 2025-08-26T22:50:39.0380690Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0023s] [ 87%] 2025-08-26T22:50:39.0380971Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 87%] 2025-08-26T22:50:39.0381221Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0023s] [ 87%] 2025-08-26T22:50:39.0381476Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 87%] 2025-08-26T22:50:39.0382659Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 87%] 2025-08-26T22:50:39.0382918Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 87%] 2025-08-26T22:50:39.0383171Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0025s] [ 87%] 2025-08-26T22:50:39.0383427Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 87%] 2025-08-26T22:50:39.0383679Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0024s] [ 87%] 2025-08-26T22:50:39.0383934Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 87%] 2025-08-26T22:50:39.0384187Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 87%] 2025-08-26T22:50:39.0384443Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 87%] 2025-08-26T22:50:39.0384721Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0023s] [ 87%] 2025-08-26T22:50:39.0384975Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 87%] 2025-08-26T22:50:39.0385240Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0021s] [ 87%] 2025-08-26T22:50:39.0385507Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 87%] 2025-08-26T22:50:39.0385761Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 87%] 2025-08-26T22:50:39.0386030Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 87%] 2025-08-26T22:50:39.0386281Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0026s] [ 87%] 2025-08-26T22:50:39.0386534Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 87%] 2025-08-26T22:50:39.0386786Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0025s] [ 87%] 2025-08-26T22:50:39.0387228Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 87%] 2025-08-26T22:50:39.0387485Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 87%] 2025-08-26T22:50:39.0387742Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 87%] 2025-08-26T22:50:39.0388925Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 87%] 2025-08-26T22:50:39.0389182Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 87%] 2025-08-26T22:50:39.0389434Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 87%] 2025-08-26T22:50:39.0389749Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 87%] 2025-08-26T22:50:39.0390034Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 87%] 2025-08-26T22:50:39.0390295Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 87%] 2025-08-26T22:50:39.0390567Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0028s] [ 87%] 2025-08-26T22:50:39.0390841Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 87%] 2025-08-26T22:50:39.0391094Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0029s] [ 87%] 2025-08-26T22:50:39.0391369Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 87%] 2025-08-26T22:50:39.0391622Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 87%] 2025-08-26T22:50:39.0391877Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 87%] 2025-08-26T22:50:39.0392128Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 87%] 2025-08-26T22:50:39.0392383Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 87%] 2025-08-26T22:50:39.0392635Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0026s] [ 87%] 2025-08-26T22:50:39.0392887Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0033s] [ 87%] 2025-08-26T22:50:39.0393142Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0035s] [ 87%] 2025-08-26T22:50:39.0393398Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0035s] [ 87%] 2025-08-26T22:50:39.0393648Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0034s] [ 87%] 2025-08-26T22:50:39.0393901Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0034s] [ 88%] 2025-08-26T22:50:39.0394170Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0035s] [ 88%] 2025-08-26T22:50:39.0395357Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0029s] [ 88%] 2025-08-26T22:50:39.0395634Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.1282s] [ 88%] 2025-08-26T22:50:39.0395910Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0612s] [ 88%] 2025-08-26T22:50:39.0396165Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0865s] [ 88%] 2025-08-26T22:50:39.0396436Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.1065s] [ 88%] 2025-08-26T22:50:39.0396691Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.1073s] [ 88%] 2025-08-26T22:50:39.0396948Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.1142s] [ 88%] 2025-08-26T22:50:39.0397209Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.1109s] [ 88%] 2025-08-26T22:50:39.0397468Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.1309s] [ 88%] 2025-08-26T22:50:39.0397726Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.1314s] [ 88%] 2025-08-26T22:50:39.0397985Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.1132s] [ 88%] 2025-08-26T22:50:39.0398241Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.1379s] [ 88%] 2025-08-26T22:50:39.0398500Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.1179s] [ 88%] 2025-08-26T22:50:39.0398754Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.1223s] [ 88%] 2025-08-26T22:50:39.0399012Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.1102s] [ 88%] 2025-08-26T22:50:39.0399280Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.1084s] [ 88%] 2025-08-26T22:50:39.0399534Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.1104s] [ 88%] 2025-08-26T22:50:39.0399863Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0610s] [ 88%] 2025-08-26T22:50:39.0400138Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0141s] [ 88%] 2025-08-26T22:50:39.0400418Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0156s] [ 88%] 2025-08-26T22:50:39.0401603Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.1023s] [ 88%] 2025-08-26T22:50:39.0401859Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.1113s] [ 88%] 2025-08-26T22:50:39.0402113Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0995s] [ 88%] 2025-08-26T22:50:39.0402367Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0858s] [ 88%] 2025-08-26T22:50:39.0402621Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0937s] [ 88%] 2025-08-26T22:50:39.0402879Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0909s] [ 88%] 2025-08-26T22:50:39.0403139Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0069s] [ 88%] 2025-08-26T22:50:39.0403396Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0562s] [ 88%] 2025-08-26T22:50:39.0403650Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0561s] [ 88%] 2025-08-26T22:50:39.0403904Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0664s] [ 88%] 2025-08-26T22:50:39.0404159Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0604s] [ 88%] 2025-08-26T22:50:39.0404444Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0699s] [ 88%] 2025-08-26T22:50:39.0404702Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0938s] [ 88%] 2025-08-26T22:50:39.0404971Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0740s] [ 88%] 2025-08-26T22:50:39.0405241Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0713s] [ 88%] 2025-08-26T22:50:39.0405511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0871s] [ 88%] 2025-08-26T22:50:39.0405766Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0761s] [ 88%] 2025-08-26T22:50:39.0406020Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0417s] [ 88%] 2025-08-26T22:50:39.0406274Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0232s] [ 88%] 2025-08-26T22:50:39.0406526Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0250s] [ 88%] 2025-08-26T22:50:39.0406778Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0254s] [ 88%] 2025-08-26T22:50:39.0407944Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0284s] [ 88%] 2025-08-26T22:50:39.0408198Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0237s] [ 88%] 2025-08-26T22:50:39.0408455Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0264s] [ 88%] 2025-08-26T22:50:39.0408713Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0300s] [ 88%] 2025-08-26T22:50:39.0408963Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0239s] [ 88%] 2025-08-26T22:50:39.0409217Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0225s] [ 88%] 2025-08-26T22:50:39.0409489Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0198s] [ 88%] 2025-08-26T22:50:39.0409788Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0225s] [ 88%] 2025-08-26T22:50:39.0410072Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0061s] [ 88%] 2025-08-26T22:50:39.0410347Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0060s] [ 88%] 2025-08-26T22:50:39.0410616Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0059s] [ 88%] 2025-08-26T22:50:39.0410872Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0059s] [ 88%] 2025-08-26T22:50:39.0411126Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0060s] [ 88%] 2025-08-26T22:50:39.0411380Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0060s] [ 88%] 2025-08-26T22:50:39.0411636Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0084s] [ 88%] 2025-08-26T22:50:39.0411892Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0084s] [ 88%] 2025-08-26T22:50:39.0412146Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0084s] [ 88%] 2025-08-26T22:50:39.0412400Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0084s] [ 88%] 2025-08-26T22:50:39.0412654Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0086s] [ 88%] 2025-08-26T22:50:39.0412909Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0086s] [ 88%] 2025-08-26T22:50:39.0414084Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0063s] [ 88%] 2025-08-26T22:50:39.0414342Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0063s] [ 88%] 2025-08-26T22:50:39.0414625Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0063s] [ 88%] 2025-08-26T22:50:39.0414877Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0063s] [ 88%] 2025-08-26T22:50:39.0415142Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0063s] [ 88%] 2025-08-26T22:50:39.0415409Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0063s] [ 88%] 2025-08-26T22:50:39.0415679Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0436s] [ 88%] 2025-08-26T22:50:39.0415934Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.1157s] [ 88%] 2025-08-26T22:50:39.0416190Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.1149s] [ 88%] 2025-08-26T22:50:39.0416446Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.1146s] [ 88%] 2025-08-26T22:50:39.0416700Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.1148s] [ 88%] 2025-08-26T22:50:39.0416953Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.1185s] [ 88%] 2025-08-26T22:50:39.0417210Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [1.7498s] [ 88%] 2025-08-26T22:50:39.0417470Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.1192s] [ 88%] 2025-08-26T22:50:39.0417725Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.1209s] [ 88%] 2025-08-26T22:50:39.0417978Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.1281s] [ 88%] 2025-08-26T22:50:39.0418233Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.1196s] [ 88%] 2025-08-26T22:50:39.0418507Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.1202s] [ 88%] 2025-08-26T22:50:39.0418764Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.1226s] [ 88%] 2025-08-26T22:50:39.0419038Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.1320s] [ 88%] 2025-08-26T22:50:39.0419308Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.1185s] [ 88%] 2025-08-26T22:50:39.0420576Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.1377s] [ 88%] 2025-08-26T22:50:39.0420862Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.1407s] [ 88%] 2025-08-26T22:50:39.0421118Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.1296s] [ 88%] 2025-08-26T22:50:39.0421372Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.1436s] [ 88%] 2025-08-26T22:50:39.0421629Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.1295s] [ 88%] 2025-08-26T22:50:39.0421881Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.1242s] [ 88%] 2025-08-26T22:50:39.0422133Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.1094s] [ 88%] 2025-08-26T22:50:39.0422383Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.1135s] [ 88%] 2025-08-26T22:50:39.0422636Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0096s] [ 88%] 2025-08-26T22:50:39.0422891Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.1233s] [ 88%] 2025-08-26T22:50:39.0423149Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.1261s] [ 88%] 2025-08-26T22:50:39.0423403Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.1303s] [ 88%] 2025-08-26T22:50:39.0423676Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.1370s] [ 88%] 2025-08-26T22:50:39.0423931Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.1304s] [ 88%] 2025-08-26T22:50:39.0424205Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.1564s] [ 88%] 2025-08-26T22:50:39.0424479Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0037s] [ 88%] 2025-08-26T22:50:39.0424738Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0034s] [ 88%] 2025-08-26T22:50:39.0425004Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0036s] [ 88%] 2025-08-26T22:50:39.0425260Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0035s] [ 88%] 2025-08-26T22:50:39.0425510Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0032s] [ 88%] 2025-08-26T22:50:39.0426686Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0032s] [ 88%] 2025-08-26T22:50:39.0426947Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0036s] [ 88%] 2025-08-26T22:50:39.0427240Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0036s] [ 88%] 2025-08-26T22:50:39.0427493Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0036s] [ 88%] 2025-08-26T22:50:39.0427747Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0036s] [ 88%] 2025-08-26T22:50:39.0428001Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0035s] [ 88%] 2025-08-26T22:50:39.0428256Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0036s] [ 88%] 2025-08-26T22:50:39.0428510Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0033s] [ 88%] 2025-08-26T22:50:39.0428785Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0034s] [ 88%] 2025-08-26T22:50:39.0429035Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0034s] [ 88%] 2025-08-26T22:50:39.0429304Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0033s] [ 88%] 2025-08-26T22:50:39.0429568Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0033s] [ 88%] 2025-08-26T22:50:39.0429877Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0034s] [ 89%] 2025-08-26T22:50:39.0430150Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0037s] [ 89%] 2025-08-26T22:50:39.0430407Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0037s] [ 89%] 2025-08-26T22:50:39.0430658Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0038s] [ 89%] 2025-08-26T22:50:39.0430914Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0037s] [ 89%] 2025-08-26T22:50:39.0431165Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0037s] [ 89%] 2025-08-26T22:50:39.0431421Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0037s] [ 89%] 2025-08-26T22:50:39.0431675Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 89%] 2025-08-26T22:50:39.0431930Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 89%] 2025-08-26T22:50:39.0433108Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0028s] [ 89%] 2025-08-26T22:50:39.0433362Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 89%] 2025-08-26T22:50:39.0433612Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 89%] 2025-08-26T22:50:39.0433889Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 89%] 2025-08-26T22:50:39.0434142Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0031s] [ 89%] 2025-08-26T22:50:39.0434415Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 89%] 2025-08-26T22:50:39.0434686Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0033s] [ 89%] 2025-08-26T22:50:39.0434961Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0031s] [ 89%] 2025-08-26T22:50:39.0435210Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0026s] [ 89%] 2025-08-26T22:50:39.0435462Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 89%] 2025-08-26T22:50:39.0435714Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 89%] 2025-08-26T22:50:39.0435969Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 89%] 2025-08-26T22:50:39.0436219Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0024s] [ 89%] 2025-08-26T22:50:39.0436469Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 89%] 2025-08-26T22:50:39.0436721Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0023s] [ 89%] 2025-08-26T22:50:39.0436973Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 89%] 2025-08-26T22:50:39.0437225Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 89%] 2025-08-26T22:50:39.0437477Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 89%] 2025-08-26T22:50:39.0437726Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0028s] [ 89%] 2025-08-26T22:50:39.0437993Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 89%] 2025-08-26T22:50:39.0439149Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0026s] [ 89%] 2025-08-26T22:50:39.0439424Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 89%] 2025-08-26T22:50:39.0439757Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 89%] 2025-08-26T22:50:39.0440016Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 89%] 2025-08-26T22:50:39.0440288Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0023s] [ 89%] 2025-08-26T22:50:39.0440539Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 89%] 2025-08-26T22:50:39.0440788Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 89%] 2025-08-26T22:50:39.0441039Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 89%] 2025-08-26T22:50:39.0441294Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 89%] 2025-08-26T22:50:39.0441551Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 89%] 2025-08-26T22:50:39.0441803Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0025s] [ 89%] 2025-08-26T22:50:39.0442056Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 89%] 2025-08-26T22:50:39.0442309Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0025s] [ 89%] 2025-08-26T22:50:39.0442560Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 89%] 2025-08-26T22:50:39.0442810Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 89%] 2025-08-26T22:50:39.0443080Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 89%] 2025-08-26T22:50:39.0443329Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0023s] [ 89%] 2025-08-26T22:50:39.0443596Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 89%] 2025-08-26T22:50:39.0443861Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 89%] 2025-08-26T22:50:39.0444111Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 89%] 2025-08-26T22:50:39.0444377Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 89%] 2025-08-26T22:50:39.0445553Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 89%] 2025-08-26T22:50:39.0445804Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0026s] [ 89%] 2025-08-26T22:50:39.0446055Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 89%] 2025-08-26T22:50:39.0446304Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 89%] 2025-08-26T22:50:39.0446555Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 89%] 2025-08-26T22:50:39.0446807Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 89%] 2025-08-26T22:50:39.0447061Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 89%] 2025-08-26T22:50:39.0447311Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 89%] 2025-08-26T22:50:39.0447564Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 89%] 2025-08-26T22:50:39.0447813Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0024s] [ 89%] 2025-08-26T22:50:39.0448084Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 89%] 2025-08-26T22:50:39.0448339Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 89%] 2025-08-26T22:50:39.0448619Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 89%] 2025-08-26T22:50:39.0448883Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 89%] 2025-08-26T22:50:39.0449136Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 89%] 2025-08-26T22:50:39.0449401Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 89%] 2025-08-26T22:50:39.0449654Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 89%] 2025-08-26T22:50:39.0449969Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 89%] 2025-08-26T22:50:39.0450223Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 89%] 2025-08-26T22:50:39.0450472Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 89%] 2025-08-26T22:50:39.0451647Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 89%] 2025-08-26T22:50:39.0451898Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 89%] 2025-08-26T22:50:39.0452148Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0030s] [ 89%] 2025-08-26T22:50:39.0452401Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0034s] [ 89%] 2025-08-26T22:50:39.0452653Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0034s] [ 89%] 2025-08-26T22:50:39.0452906Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0034s] [ 89%] 2025-08-26T22:50:39.0453185Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0034s] [ 89%] 2025-08-26T22:50:39.0453434Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0034s] [ 89%] 2025-08-26T22:50:39.0453703Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 89%] 2025-08-26T22:50:39.0453978Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 89%] 2025-08-26T22:50:39.0454238Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 89%] 2025-08-26T22:50:39.0454511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0029s] [ 89%] 2025-08-26T22:50:39.0454768Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 89%] 2025-08-26T22:50:39.0455022Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0029s] [ 89%] 2025-08-26T22:50:39.0455284Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0029s] [ 89%] 2025-08-26T22:50:39.0455541Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0034s] [ 89%] 2025-08-26T22:50:39.0455801Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0034s] [ 89%] 2025-08-26T22:50:39.0456056Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0034s] [ 89%] 2025-08-26T22:50:39.0456312Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0034s] [ 89%] 2025-08-26T22:50:39.0456567Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0034s] [ 89%] 2025-08-26T22:50:39.0456823Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0033s] [ 89%] 2025-08-26T22:50:39.0457986Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 89%] 2025-08-26T22:50:39.0458276Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0030s] [ 89%] 2025-08-26T22:50:39.0458530Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0030s] [ 89%] 2025-08-26T22:50:39.0458798Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 89%] 2025-08-26T22:50:39.0459064Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0030s] [ 89%] 2025-08-26T22:50:39.0459331Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0030s] [ 89%] 2025-08-26T22:50:39.0459586Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0035s] [ 89%] 2025-08-26T22:50:39.0459910Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0034s] [ 89%] 2025-08-26T22:50:39.0460163Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0034s] [ 89%] 2025-08-26T22:50:39.0460422Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0034s] [ 89%] 2025-08-26T22:50:39.0460678Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0034s] [ 89%] 2025-08-26T22:50:39.0460934Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0034s] [ 89%] 2025-08-26T22:50:39.0461189Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 89%] 2025-08-26T22:50:39.0461449Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 89%] 2025-08-26T22:50:39.0461702Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 89%] 2025-08-26T22:50:39.0461958Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 89%] 2025-08-26T22:50:39.0462212Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0024s] [ 89%] 2025-08-26T22:50:39.0462488Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 89%] 2025-08-26T22:50:39.0462747Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 89%] 2025-08-26T22:50:39.0463024Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 89%] 2025-08-26T22:50:39.0464210Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0026s] [ 89%] 2025-08-26T22:50:39.0464495Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 89%] 2025-08-26T22:50:39.0464748Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0026s] [ 89%] 2025-08-26T22:50:39.0465004Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 89%] 2025-08-26T22:50:39.0465258Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 89%] 2025-08-26T22:50:39.0465516Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 90%] 2025-08-26T22:50:39.0465769Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0024s] [ 90%] 2025-08-26T22:50:39.0466027Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 90%] 2025-08-26T22:50:39.0466279Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0023s] [ 90%] 2025-08-26T22:50:39.0466536Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 90%] 2025-08-26T22:50:39.0466790Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 90%] 2025-08-26T22:50:39.0467087Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 90%] 2025-08-26T22:50:39.0467337Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 90%] 2025-08-26T22:50:39.0467606Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 90%] 2025-08-26T22:50:39.0467856Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0026s] [ 90%] 2025-08-26T22:50:39.0468122Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 90%] 2025-08-26T22:50:39.0468390Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 90%] 2025-08-26T22:50:39.0468661Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 90%] 2025-08-26T22:50:39.0468913Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0023s] [ 90%] 2025-08-26T22:50:39.0469168Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 90%] 2025-08-26T22:50:39.0469417Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0021s] [ 90%] 2025-08-26T22:50:39.0470647Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 90%] 2025-08-26T22:50:39.0470903Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 90%] 2025-08-26T22:50:39.0471162Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 90%] 2025-08-26T22:50:39.0471415Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0026s] [ 90%] 2025-08-26T22:50:39.0471671Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 90%] 2025-08-26T22:50:39.0471922Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0024s] [ 90%] 2025-08-26T22:50:39.0472175Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 90%] 2025-08-26T22:50:39.0472428Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0023s] [ 90%] 2025-08-26T22:50:39.0472711Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 90%] 2025-08-26T22:50:39.0472961Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0023s] [ 90%] 2025-08-26T22:50:39.0473231Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 90%] 2025-08-26T22:50:39.0473499Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 90%] 2025-08-26T22:50:39.0473777Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 90%] 2025-08-26T22:50:39.0474030Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 90%] 2025-08-26T22:50:39.0474287Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 90%] 2025-08-26T22:50:39.0474536Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0026s] [ 90%] 2025-08-26T22:50:39.0474790Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 90%] 2025-08-26T22:50:39.0475039Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0026s] [ 90%] 2025-08-26T22:50:39.0475292Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 90%] 2025-08-26T22:50:39.0475546Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 90%] 2025-08-26T22:50:39.0476713Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 90%] 2025-08-26T22:50:39.0476967Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 90%] 2025-08-26T22:50:39.0477221Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 90%] 2025-08-26T22:50:39.0477473Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0027s] [ 90%] 2025-08-26T22:50:39.0477746Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 90%] 2025-08-26T22:50:39.0478001Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 90%] 2025-08-26T22:50:39.0478272Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 90%] 2025-08-26T22:50:39.0478537Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0029s] [ 90%] 2025-08-26T22:50:39.0478810Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 90%] 2025-08-26T22:50:39.0479065Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0029s] [ 90%] 2025-08-26T22:50:39.0479320Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0029s] [ 90%] 2025-08-26T22:50:39.0479572Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 90%] 2025-08-26T22:50:39.0479877Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 90%] 2025-08-26T22:50:39.0480130Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0027s] [ 90%] 2025-08-26T22:50:39.0480386Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 90%] 2025-08-26T22:50:39.0480640Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0026s] [ 90%] 2025-08-26T22:50:39.0480898Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 90%] 2025-08-26T22:50:39.0481158Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 90%] 2025-08-26T22:50:39.0481420Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 90%] 2025-08-26T22:50:39.0481675Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0030s] [ 90%] 2025-08-26T22:50:39.0481954Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 90%] 2025-08-26T22:50:39.0483121Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0029s] [ 90%] 2025-08-26T22:50:39.0483397Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0029s] [ 90%] 2025-08-26T22:50:39.0483671Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 90%] 2025-08-26T22:50:39.0483947Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 90%] 2025-08-26T22:50:39.0484200Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0024s] [ 90%] 2025-08-26T22:50:39.0484457Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 90%] 2025-08-26T22:50:39.0484708Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 90%] 2025-08-26T22:50:39.0484963Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 90%] 2025-08-26T22:50:39.0485217Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 90%] 2025-08-26T22:50:39.0485476Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 90%] 2025-08-26T22:50:39.0485728Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0028s] [ 90%] 2025-08-26T22:50:39.0485984Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 90%] 2025-08-26T22:50:39.0486236Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0025s] [ 90%] 2025-08-26T22:50:39.0486493Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 90%] 2025-08-26T22:50:39.0486747Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 90%] 2025-08-26T22:50:39.0487018Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 90%] 2025-08-26T22:50:39.0487269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 90%] 2025-08-26T22:50:39.0487533Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 90%] 2025-08-26T22:50:39.0487798Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0023s] [ 90%] 2025-08-26T22:50:39.0488064Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 90%] 2025-08-26T22:50:39.0489228Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 90%] 2025-08-26T22:50:39.0489490Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 90%] 2025-08-26T22:50:39.0489783Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0029s] [ 90%] 2025-08-26T22:50:39.0490038Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 90%] 2025-08-26T22:50:39.0490287Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 90%] 2025-08-26T22:50:39.0490540Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 90%] 2025-08-26T22:50:39.0490794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 90%] 2025-08-26T22:50:39.0491053Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 90%] 2025-08-26T22:50:39.0491302Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0022s] [ 90%] 2025-08-26T22:50:39.0491556Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 90%] 2025-08-26T22:50:39.0491810Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 90%] 2025-08-26T22:50:39.0492098Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 90%] 2025-08-26T22:50:39.0492353Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 90%] 2025-08-26T22:50:39.0492638Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 90%] 2025-08-26T22:50:39.0492914Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0025s] [ 90%] 2025-08-26T22:50:39.0493185Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 90%] 2025-08-26T22:50:39.0493435Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0024s] [ 90%] 2025-08-26T22:50:39.0493688Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 90%] 2025-08-26T22:50:39.0493940Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0023s] [ 90%] 2025-08-26T22:50:39.0494197Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 90%] 2025-08-26T22:50:39.0494446Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0023s] [ 90%] 2025-08-26T22:50:39.0495621Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 90%] 2025-08-26T22:50:39.0495870Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 90%] 2025-08-26T22:50:39.0496122Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 90%] 2025-08-26T22:50:39.0496373Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 90%] 2025-08-26T22:50:39.0496628Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 90%] 2025-08-26T22:50:39.0496880Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0026s] [ 90%] 2025-08-26T22:50:39.0497155Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 90%] 2025-08-26T22:50:39.0497406Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0025s] [ 90%] 2025-08-26T22:50:39.0497674Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 90%] 2025-08-26T22:50:39.0497941Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 90%] 2025-08-26T22:50:39.0498211Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 90%] 2025-08-26T22:50:39.0498460Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0022s] [ 90%] 2025-08-26T22:50:39.0498714Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 90%] 2025-08-26T22:50:39.0498963Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0021s] [ 90%] 2025-08-26T22:50:39.0499215Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0020s] [ 90%] 2025-08-26T22:50:39.0499475Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 90%] 2025-08-26T22:50:39.0499778Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 90%] 2025-08-26T22:50:39.0500030Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0025s] [ 90%] 2025-08-26T22:50:39.0500284Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 91%] 2025-08-26T22:50:39.0500534Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0024s] [ 91%] 2025-08-26T22:50:39.0501703Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 91%] 2025-08-26T22:50:39.0501956Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0023s] [ 91%] 2025-08-26T22:50:39.0502237Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 91%] 2025-08-26T22:50:39.0502487Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0023s] [ 91%] 2025-08-26T22:50:39.0502758Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 91%] 2025-08-26T22:50:39.0503023Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 91%] 2025-08-26T22:50:39.0503294Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 91%] 2025-08-26T22:50:39.0503546Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 91%] 2025-08-26T22:50:39.0503800Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 91%] 2025-08-26T22:50:39.0504049Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0026s] [ 91%] 2025-08-26T22:50:39.0504300Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 91%] 2025-08-26T22:50:39.0504547Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0026s] [ 91%] 2025-08-26T22:50:39.0504801Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 91%] 2025-08-26T22:50:39.0505053Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 91%] 2025-08-26T22:50:39.0505309Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 91%] 2025-08-26T22:50:39.0505558Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0023s] [ 91%] 2025-08-26T22:50:39.0505810Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 91%] 2025-08-26T22:50:39.0506059Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 91%] 2025-08-26T22:50:39.0506328Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 91%] 2025-08-26T22:50:39.0506582Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0050s] [ 91%] 2025-08-26T22:50:39.0506856Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0037s] [ 91%] 2025-08-26T22:50:39.0508110Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0029s] [ 91%] 2025-08-26T22:50:39.0508382Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 91%] 2025-08-26T22:50:39.0508633Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0029s] [ 91%] 2025-08-26T22:50:39.0508886Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 91%] 2025-08-26T22:50:39.0509177Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 91%] 2025-08-26T22:50:39.0509434Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 91%] 2025-08-26T22:50:39.0509755Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0027s] [ 91%] 2025-08-26T22:50:39.0510007Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 91%] 2025-08-26T22:50:39.0510256Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0026s] [ 91%] 2025-08-26T22:50:39.0510511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 91%] 2025-08-26T22:50:39.0510763Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 91%] 2025-08-26T22:50:39.0511018Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0030s] [ 91%] 2025-08-26T22:50:39.0511267Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0030s] [ 91%] 2025-08-26T22:50:39.0511547Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 91%] 2025-08-26T22:50:39.0511796Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0032s] [ 91%] 2025-08-26T22:50:39.0512076Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0029s] [ 91%] 2025-08-26T22:50:39.0512351Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.6847s] [ 91%] 2025-08-26T22:50:39.0512631Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0609s] [ 91%] 2025-08-26T22:50:39.0512884Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0498s] [ 91%] 2025-08-26T22:50:39.0513140Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0525s] [ 91%] 2025-08-26T22:50:39.0514601Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0083s] [ 91%] 2025-08-26T22:50:39.0514864Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0079s] [ 91%] 2025-08-26T22:50:39.0515126Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0081s] [ 91%] 2025-08-26T22:50:39.0515393Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0223s] [ 91%] 2025-08-26T22:50:39.0515650Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0088s] [ 91%] 2025-08-26T22:50:39.0515912Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0087s] [ 91%] 2025-08-26T22:50:39.0516169Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0158s] [ 91%] 2025-08-26T22:50:39.0516427Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0130s] [ 91%] 2025-08-26T22:50:39.0516702Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0446s] [ 91%] 2025-08-26T22:50:39.0516960Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0630s] [ 91%] 2025-08-26T22:50:39.0517226Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0636s] [ 91%] 2025-08-26T22:50:39.0517494Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0754s] [ 91%] 2025-08-26T22:50:39.0517745Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0705s] [ 91%] 2025-08-26T22:50:39.0518026Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0576s] [ 91%] 2025-08-26T22:50:39.0518284Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0557s] [ 91%] 2025-08-26T22:50:39.0518541Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0336s] [ 91%] 2025-08-26T22:50:39.0518794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0086s] [ 91%] 2025-08-26T22:50:39.0519049Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0085s] [ 91%] 2025-08-26T22:50:39.0519306Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0607s] [ 91%] 2025-08-26T22:50:39.0519560Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0484s] [ 91%] 2025-08-26T22:50:39.0519875Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 91%] 2025-08-26T22:50:39.0521136Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0030s] [ 91%] 2025-08-26T22:50:39.0521391Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0030s] [ 91%] 2025-08-26T22:50:39.0521645Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0031s] [ 91%] 2025-08-26T22:50:39.0521926Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0029s] [ 91%] 2025-08-26T22:50:39.0522183Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0030s] [ 91%] 2025-08-26T22:50:39.0522493Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0036s] [ 91%] 2025-08-26T22:50:39.0522804Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0036s] [ 91%] 2025-08-26T22:50:39.0523082Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0036s] [ 91%] 2025-08-26T22:50:39.0523337Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0036s] [ 91%] 2025-08-26T22:50:39.0523624Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0035s] [ 91%] 2025-08-26T22:50:39.0523882Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0034s] [ 91%] 2025-08-26T22:50:39.0524137Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 91%] 2025-08-26T22:50:39.0524391Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0038s] [ 91%] 2025-08-26T22:50:39.0524644Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0032s] [ 91%] 2025-08-26T22:50:39.0524898Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0031s] [ 91%] 2025-08-26T22:50:39.0525150Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0030s] [ 91%] 2025-08-26T22:50:39.0525407Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0031s] [ 91%] 2025-08-26T22:50:39.0525690Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0037s] [ 91%] 2025-08-26T22:50:39.0525950Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0037s] [ 91%] 2025-08-26T22:50:39.0526222Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0037s] [ 91%] 2025-08-26T22:50:39.0527547Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0037s] [ 91%] 2025-08-26T22:50:39.0527833Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0035s] [ 91%] 2025-08-26T22:50:39.0528101Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0036s] [ 91%] 2025-08-26T22:50:39.0528372Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 91%] 2025-08-26T22:50:39.0528627Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0031s] [ 91%] 2025-08-26T22:50:39.0528881Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0031s] [ 91%] 2025-08-26T22:50:39.0529135Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 91%] 2025-08-26T22:50:39.0529391Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0028s] [ 91%] 2025-08-26T22:50:39.0529644Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 91%] 2025-08-26T22:50:39.0529979Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0036s] [ 91%] 2025-08-26T22:50:39.0530236Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 91%] 2025-08-26T22:50:39.0530489Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0029s] [ 91%] 2025-08-26T22:50:39.0530743Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 91%] 2025-08-26T22:50:39.0530994Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 91%] 2025-08-26T22:50:39.0531248Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 91%] 2025-08-26T22:50:39.0531545Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 91%] 2025-08-26T22:50:39.0531801Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 91%] 2025-08-26T22:50:39.0532067Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0027s] [ 91%] 2025-08-26T22:50:39.0532341Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 91%] 2025-08-26T22:50:39.0532609Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0024s] [ 91%] 2025-08-26T22:50:39.0532861Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 91%] 2025-08-26T22:50:39.0534228Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 91%] 2025-08-26T22:50:39.0534493Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 91%] 2025-08-26T22:50:39.0534746Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0029s] [ 91%] 2025-08-26T22:50:39.0535001Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 91%] 2025-08-26T22:50:39.0535252Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0029s] [ 91%] 2025-08-26T22:50:39.0535504Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 91%] 2025-08-26T22:50:39.0535760Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [1.1700s] [ 91%] 2025-08-26T22:50:39.0536017Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0694s] [ 91%] 2025-08-26T22:50:39.0536268Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0493s] [ 91%] 2025-08-26T22:50:39.0536523Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0719s] [ 91%] 2025-08-26T22:50:39.0536794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0477s] [ 91%] 2025-08-26T22:50:39.0537049Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0631s] [ 92%] 2025-08-26T22:50:39.0537319Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0574s] [ 92%] 2025-08-26T22:50:39.0537590Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0618s] [ 92%] 2025-08-26T22:50:39.0537859Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0843s] [ 92%] 2025-08-26T22:50:39.0538114Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0690s] [ 92%] 2025-08-26T22:50:39.0538366Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0800s] [ 92%] 2025-08-26T22:50:39.0538620Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0757s] [ 92%] 2025-08-26T22:50:39.0538874Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0687s] [ 92%] 2025-08-26T22:50:39.0539128Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0787s] [ 92%] 2025-08-26T22:50:39.0540505Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0535s] [ 92%] 2025-08-26T22:50:39.0540767Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0707s] [ 92%] 2025-08-26T22:50:39.0541019Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0431s] [ 92%] 2025-08-26T22:50:39.0541272Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0040s] [ 92%] 2025-08-26T22:50:39.0541524Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0677s] [ 92%] 2025-08-26T22:50:39.0541780Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0448s] [ 92%] 2025-08-26T22:50:39.0542060Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0299s] [ 92%] 2025-08-26T22:50:39.0542313Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0288s] [ 92%] 2025-08-26T22:50:39.0542584Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0262s] [ 92%] 2025-08-26T22:50:39.0542856Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0289s] [ 92%] 2025-08-26T22:50:39.0543126Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 92%] 2025-08-26T22:50:39.0543380Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 92%] 2025-08-26T22:50:39.0543632Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 92%] 2025-08-26T22:50:39.0543884Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 92%] 2025-08-26T22:50:39.0544136Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0024s] [ 92%] 2025-08-26T22:50:39.0544391Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 92%] 2025-08-26T22:50:39.0544646Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 92%] 2025-08-26T22:50:39.0544903Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 92%] 2025-08-26T22:50:39.0545156Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0029s] [ 92%] 2025-08-26T22:50:39.0545440Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 92%] 2025-08-26T22:50:39.0545691Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0028s] [ 92%] 2025-08-26T22:50:39.0547055Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 92%] 2025-08-26T22:50:39.0547333Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 92%] 2025-08-26T22:50:39.0547588Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 92%] 2025-08-26T22:50:39.0547853Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0027s] [ 92%] 2025-08-26T22:50:39.0548121Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 92%] 2025-08-26T22:50:39.0548397Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0026s] [ 92%] 2025-08-26T22:50:39.0548651Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 92%] 2025-08-26T22:50:39.0548904Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0031s] [ 92%] 2025-08-26T22:50:39.0549158Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0031s] [ 92%] 2025-08-26T22:50:39.0549408Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0030s] [ 92%] 2025-08-26T22:50:39.0549659Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 92%] 2025-08-26T22:50:39.0549971Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0031s] [ 92%] 2025-08-26T22:50:39.0550223Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0029s] [ 92%] 2025-08-26T22:50:39.0550480Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 92%] 2025-08-26T22:50:39.0550734Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 92%] 2025-08-26T22:50:39.0550983Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 92%] 2025-08-26T22:50:39.0551233Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 92%] 2025-08-26T22:50:39.0551503Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0024s] [ 92%] 2025-08-26T22:50:39.0551753Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 92%] 2025-08-26T22:50:39.0552021Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 92%] 2025-08-26T22:50:39.0553349Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 92%] 2025-08-26T22:50:39.0553625Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0026s] [ 92%] 2025-08-26T22:50:39.0553878Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 92%] 2025-08-26T22:50:39.0554126Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0026s] [ 92%] 2025-08-26T22:50:39.0554378Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 92%] 2025-08-26T22:50:39.0554628Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 92%] 2025-08-26T22:50:39.0554879Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 92%] 2025-08-26T22:50:39.0555126Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0024s] [ 92%] 2025-08-26T22:50:39.0555375Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 92%] 2025-08-26T22:50:39.0555623Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0023s] [ 92%] 2025-08-26T22:50:39.0555871Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 92%] 2025-08-26T22:50:39.0556123Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 92%] 2025-08-26T22:50:39.0556376Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 92%] 2025-08-26T22:50:39.0556675Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0026s] [ 92%] 2025-08-26T22:50:39.0556926Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 92%] 2025-08-26T22:50:39.0557203Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0026s] [ 92%] 2025-08-26T22:50:39.0557467Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 92%] 2025-08-26T22:50:39.0557734Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0023s] [ 92%] 2025-08-26T22:50:39.0557986Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 92%] 2025-08-26T22:50:39.0558236Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0022s] [ 92%] 2025-08-26T22:50:39.0558487Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 92%] 2025-08-26T22:50:39.0559861Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0021s] [ 92%] 2025-08-26T22:50:39.0560119Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 92%] 2025-08-26T22:50:39.0560373Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 92%] 2025-08-26T22:50:39.0560629Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 92%] 2025-08-26T22:50:39.0560882Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0025s] [ 92%] 2025-08-26T22:50:39.0561135Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 92%] 2025-08-26T22:50:39.0561386Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0024s] [ 92%] 2025-08-26T22:50:39.0561642Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 92%] 2025-08-26T22:50:39.0561925Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 92%] 2025-08-26T22:50:39.0562177Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 92%] 2025-08-26T22:50:39.0562441Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0023s] [ 92%] 2025-08-26T22:50:39.0562710Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 92%] 2025-08-26T22:50:39.0562975Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 92%] 2025-08-26T22:50:39.0563224Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 92%] 2025-08-26T22:50:39.0563473Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 92%] 2025-08-26T22:50:39.0563729Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 92%] 2025-08-26T22:50:39.0563977Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0026s] [ 92%] 2025-08-26T22:50:39.0564225Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 92%] 2025-08-26T22:50:39.0564473Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0026s] [ 92%] 2025-08-26T22:50:39.0564721Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 92%] 2025-08-26T22:50:39.0566001Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 92%] 2025-08-26T22:50:39.0566259Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 92%] 2025-08-26T22:50:39.0566511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0023s] [ 92%] 2025-08-26T22:50:39.0566762Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 92%] 2025-08-26T22:50:39.0567033Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 92%] 2025-08-26T22:50:39.0567285Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 92%] 2025-08-26T22:50:39.0567556Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 92%] 2025-08-26T22:50:39.0567831Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 92%] 2025-08-26T22:50:39.0568080Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 92%] 2025-08-26T22:50:39.0568350Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 92%] 2025-08-26T22:50:39.0568597Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0025s] [ 92%] 2025-08-26T22:50:39.0568849Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 92%] 2025-08-26T22:50:39.0569103Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 92%] 2025-08-26T22:50:39.0569358Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 92%] 2025-08-26T22:50:39.0569606Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 92%] 2025-08-26T22:50:39.0569914Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 92%] 2025-08-26T22:50:39.0570162Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0023s] [ 92%] 2025-08-26T22:50:39.0570411Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 92%] 2025-08-26T22:50:39.0570662Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 92%] 2025-08-26T22:50:39.0570915Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 92%] 2025-08-26T22:50:39.0571191Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0028s] [ 92%] 2025-08-26T22:50:39.0572485Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 92%] 2025-08-26T22:50:39.0572801Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 92%] 2025-08-26T22:50:39.0573069Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0035s] [ 92%] 2025-08-26T22:50:39.0573328Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0365s] [ 92%] 2025-08-26T22:50:39.0573609Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0129s] [ 93%] 2025-08-26T22:50:39.0573863Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0129s] [ 93%] 2025-08-26T22:50:39.0574122Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0130s] [ 93%] 2025-08-26T22:50:39.0574376Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0153s] [ 93%] 2025-08-26T22:50:39.0574634Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0151s] [ 93%] 2025-08-26T22:50:39.0574976Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0043s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0575311Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0014s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0575642Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0014s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0575971Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0031s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0576299Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0576644Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0576902Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0103s] [ 93%] 2025-08-26T22:50:39.0577183Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0132s] [ 93%] 2025-08-26T22:50:39.0577450Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0133s] [ 93%] 2025-08-26T22:50:39.0577720Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0399s] [ 93%] 2025-08-26T22:50:39.0577971Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0578s] [ 93%] 2025-08-26T22:50:39.0579297Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0460s] [ 93%] 2025-08-26T22:50:39.0579635Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0385s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0580024Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0014s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0580355Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0580686Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0581015Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0128s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0581340Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0014s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0581599Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0064s] [ 93%] 2025-08-26T22:50:39.0581886Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0061s] [ 93%] 2025-08-26T22:50:39.0582139Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0294s] [ 93%] 2025-08-26T22:50:39.0582414Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0399s] [ 93%] 2025-08-26T22:50:39.0582688Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0382s] [ 93%] 2025-08-26T22:50:39.0582962Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0343s] [ 93%] 2025-08-26T22:50:39.0583290Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0259s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0583621Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0583948Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0212s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0584274Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0584601Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0584929Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0585187Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0070s] [ 93%] 2025-08-26T22:50:39.0585442Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0293s] [ 93%] 2025-08-26T22:50:39.0586774Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0341s] [ 93%] 2025-08-26T22:50:39.0587086Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0523s] [ 93%] 2025-08-26T22:50:39.0587338Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0421s] [ 93%] 2025-08-26T22:50:39.0587628Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0234s] [ 93%] 2025-08-26T22:50:39.0587971Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0170s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0588318Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0011s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0588641Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0588967Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0589292Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0037s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0589617Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0589940Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0064s] [ 93%] 2025-08-26T22:50:39.0590199Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0062s] [ 93%] 2025-08-26T22:50:39.0590454Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0061s] [ 93%] 2025-08-26T22:50:39.0590711Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0061s] [ 93%] 2025-08-26T22:50:39.0590964Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0061s] [ 93%] 2025-08-26T22:50:39.0591219Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0062s] [ 93%] 2025-08-26T22:50:39.0591571Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0591919Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0592261Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0592604Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0594013Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0594348Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0594604Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0069s] [ 93%] 2025-08-26T22:50:39.0594859Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0068s] [ 93%] 2025-08-26T22:50:39.0595110Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0068s] [ 93%] 2025-08-26T22:50:39.0595363Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0066s] [ 93%] 2025-08-26T22:50:39.0595614Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0067s] [ 93%] 2025-08-26T22:50:39.0595866Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0068s] [ 93%] 2025-08-26T22:50:39.0596201Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0596530Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0596874Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0597214Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0597551Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0597893Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0598150Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.2270s] [ 93%] 2025-08-26T22:50:39.0598412Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0121s] [ 93%] 2025-08-26T22:50:39.0598668Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0322s] [ 93%] 2025-08-26T22:50:39.0598924Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0371s] [ 93%] 2025-08-26T22:50:39.0599176Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0419s] [ 93%] 2025-08-26T22:50:39.0599430Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0352s] [ 93%] 2025-08-26T22:50:39.0600900Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0290s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0601236Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0014s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0601563Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0148s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0601895Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0602252Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0014s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0602599Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0014s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0602870Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0096s] [ 93%] 2025-08-26T22:50:39.0603144Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0344s] [ 93%] 2025-08-26T22:50:39.0603396Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0386s] [ 93%] 2025-08-26T22:50:39.0603649Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0626s] [ 93%] 2025-08-26T22:50:39.0603901Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0411s] [ 93%] 2025-08-26T22:50:39.0604155Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0108s] [ 93%] 2025-08-26T22:50:39.0604482Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0139s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0604811Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0605137Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0605462Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0605785Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0185s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0606112Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0014s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0606395Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0046s] [ 93%] 2025-08-26T22:50:39.0606655Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0157s] [ 93%] 2025-08-26T22:50:39.0606922Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0194s] [ 93%] 2025-08-26T22:50:39.0608269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0131s] [ 93%] 2025-08-26T22:50:39.0608540Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0140s] [ 93%] 2025-08-26T22:50:39.0608795Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0176s] [ 93%] 2025-08-26T22:50:39.0609127Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0042s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0609463Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0609865Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0063s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0610193Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0012s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0610523Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0012s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0610851Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0012s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0611108Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0044s] [ 93%] 2025-08-26T22:50:39.0611367Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0070s] [ 93%] 2025-08-26T22:50:39.0611654Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0544s] [ 93%] 2025-08-26T22:50:39.0611912Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.1058s] [ 93%] 2025-08-26T22:50:39.0612181Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0635s] [ 93%] 2025-08-26T22:50:39.0612453Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0422s] [ 93%] 2025-08-26T22:50:39.0612801Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0436s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0613132Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0070s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0613459Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 93%] 2025-08-26T22:50:39.0613785Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0614114Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0285s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0615503Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0012s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0615772Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 94%] 2025-08-26T22:50:39.0616032Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0031s] [ 94%] 2025-08-26T22:50:39.0616285Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0030s] [ 94%] 2025-08-26T22:50:39.0616539Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 94%] 2025-08-26T22:50:39.0616808Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0029s] [ 94%] 2025-08-26T22:50:39.0617063Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0029s] [ 94%] 2025-08-26T22:50:39.0617410Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0617757Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0618100Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0618425Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0618784Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0619109Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0619364Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 94%] 2025-08-26T22:50:39.0619623Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0032s] [ 94%] 2025-08-26T22:50:39.0619936Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0033s] [ 94%] 2025-08-26T22:50:39.0620191Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0031s] [ 94%] 2025-08-26T22:50:39.0620441Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0030s] [ 94%] 2025-08-26T22:50:39.0620695Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0030s] [ 94%] 2025-08-26T22:50:39.0621022Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0622394Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0622744Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0623097Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0623448Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0623773Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0624032Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 94%] 2025-08-26T22:50:39.0624291Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0030s] [ 94%] 2025-08-26T22:50:39.0624547Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0030s] [ 94%] 2025-08-26T22:50:39.0624803Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 94%] 2025-08-26T22:50:39.0625086Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0028s] [ 94%] 2025-08-26T22:50:39.0625349Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 94%] 2025-08-26T22:50:39.0625679Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0626010Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0626339Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0626683Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0627057Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0627397Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0627670Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 94%] 2025-08-26T22:50:39.0627924Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 94%] 2025-08-26T22:50:39.0628175Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0032s] [ 94%] 2025-08-26T22:50:39.0629490Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0031s] [ 94%] 2025-08-26T22:50:39.0629812Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0028s] [ 94%] 2025-08-26T22:50:39.0630066Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 94%] 2025-08-26T22:50:39.0630394Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0630723Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0631052Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0631377Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0631700Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0632052Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0632328Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.6755s] [ 94%] 2025-08-26T22:50:39.0632602Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0783s] [ 94%] 2025-08-26T22:50:39.0632856Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0752s] [ 94%] 2025-08-26T22:50:39.0633135Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0667s] [ 94%] 2025-08-26T22:50:39.0633389Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0784s] [ 94%] 2025-08-26T22:50:39.0633643Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0353s] [ 94%] 2025-08-26T22:50:39.0633972Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0800s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0634302Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0634629Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0347s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0634956Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0012s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0635283Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0062s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0635615Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0015s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0636891Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0070s] [ 94%] 2025-08-26T22:50:39.0637174Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0600s] [ 94%] 2025-08-26T22:50:39.0637431Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0605s] [ 94%] 2025-08-26T22:50:39.0637698Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.1408s] [ 94%] 2025-08-26T22:50:39.0637965Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0387s] [ 94%] 2025-08-26T22:50:39.0638233Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0043s] [ 94%] 2025-08-26T22:50:39.0638565Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0690s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0638894Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0639220Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0051s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0639543Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0012s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0639928Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0511s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0640253Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0640513Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0205s] [ 94%] 2025-08-26T22:50:39.0640773Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.1690s] [ 94%] 2025-08-26T22:50:39.0641029Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.2023s] [ 94%] 2025-08-26T22:50:39.0641308Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.1796s] [ 94%] 2025-08-26T22:50:39.0641562Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.2276s] [ 94%] 2025-08-26T22:50:39.0641839Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.2122s] [ 94%] 2025-08-26T22:50:39.0642197Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.2102s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0642582Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0017s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0643920Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0697s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0644259Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0014s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0644593Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0644919Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0019s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0645177Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0173s] [ 94%] 2025-08-26T22:50:39.0645436Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0916s] [ 94%] 2025-08-26T22:50:39.0645691Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.1777s] [ 94%] 2025-08-26T22:50:39.0645946Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.2646s] [ 94%] 2025-08-26T22:50:39.0646200Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.1872s] [ 94%] 2025-08-26T22:50:39.0646480Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.1499s] [ 94%] 2025-08-26T22:50:39.0646810Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.1348s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0647157Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0017s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0647508Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0015s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0647851Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0015s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0648177Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0429s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0648503Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0014s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0648763Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0139s] [ 94%] 2025-08-26T22:50:39.0649021Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0103s] [ 94%] 2025-08-26T22:50:39.0649275Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.1266s] [ 94%] 2025-08-26T22:50:39.0649530Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.1457s] [ 94%] 2025-08-26T22:50:39.0650855Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0492s] [ 94%] 2025-08-26T22:50:39.0651111Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0714s] [ 94%] 2025-08-26T22:50:39.0651441Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0613s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0651801Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0652134Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0116s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0652478Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0652820Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0653162Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 94%] 2025-08-26T22:50:39.0653416Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0117s] [ 94%] 2025-08-26T22:50:39.0653674Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0711s] [ 94%] 2025-08-26T22:50:39.0653926Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0695s] [ 94%] 2025-08-26T22:50:39.0654182Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0673s] [ 94%] 2025-08-26T22:50:39.0654433Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0536s] [ 94%] 2025-08-26T22:50:39.0654686Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0474s] [ 95%] 2025-08-26T22:50:39.0655014Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0383s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0655339Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0655664Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0656002Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0656360Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0033s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0656707Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0011s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0656976Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0107s] [ 95%] 2025-08-26T22:50:39.0658277Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0258s] [ 95%] 2025-08-26T22:50:39.0658530Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0480s] [ 95%] 2025-08-26T22:50:39.0658788Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0468s] [ 95%] 2025-08-26T22:50:39.0659043Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0473s] [ 95%] 2025-08-26T22:50:39.0659298Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0419s] [ 95%] 2025-08-26T22:50:39.0659630Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0326s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0660028Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0660356Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0092s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0660682Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0661009Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0661364Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0661619Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0117s] [ 95%] 2025-08-26T22:50:39.0661904Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0369s] [ 95%] 2025-08-26T22:50:39.0662172Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.1468s] [ 95%] 2025-08-26T22:50:39.0662443Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.2220s] [ 95%] 2025-08-26T22:50:39.0662691Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.1669s] [ 95%] 2025-08-26T22:50:39.0662944Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.1584s] [ 95%] 2025-08-26T22:50:39.0663271Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.1718s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0663598Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0014s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0663923Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0011s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0665252Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0011s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0665582Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0152s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0665913Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0666170Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0154s] [ 95%] 2025-08-26T22:50:39.0666428Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.2251s] [ 95%] 2025-08-26T22:50:39.0666705Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.2283s] [ 95%] 2025-08-26T22:50:39.0667003Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.1913s] [ 95%] 2025-08-26T22:50:39.0667270Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.2314s] [ 95%] 2025-08-26T22:50:39.0667577Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.1719s] [ 95%] 2025-08-26T22:50:39.0667922Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.1518s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0668253Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0017s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0668581Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0748s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0668907Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0015s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0669234Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0015s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0669559Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0025s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0669881Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0213s] [ 95%] 2025-08-26T22:50:39.0670137Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.2216s] [ 95%] 2025-08-26T22:50:39.0670391Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.2296s] [ 95%] 2025-08-26T22:50:39.0670647Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.2916s] [ 95%] 2025-08-26T22:50:39.0670919Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.2265s] [ 95%] 2025-08-26T22:50:39.0672253Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0168s] [ 95%] 2025-08-26T22:50:39.0672607Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.1602s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0672955Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0055s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0673301Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0015s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0673625Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0051s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0673949Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0872s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0674273Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0014s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0674529Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0040s] [ 95%] 2025-08-26T22:50:39.0674786Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0035s] [ 95%] 2025-08-26T22:50:39.0675037Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0036s] [ 95%] 2025-08-26T22:50:39.0675293Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0035s] [ 95%] 2025-08-26T22:50:39.0675546Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0035s] [ 95%] 2025-08-26T22:50:39.0675802Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0036s] [ 95%] 2025-08-26T22:50:39.0676144Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0676474Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0676812Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0011s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0677153Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0677495Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0677823Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0678078Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0037s] [ 95%] 2025-08-26T22:50:39.0678334Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0036s] [ 95%] 2025-08-26T22:50:39.0679590Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0037s] [ 95%] 2025-08-26T22:50:39.0679908Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0036s] [ 95%] 2025-08-26T22:50:39.0680194Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0037s] [ 95%] 2025-08-26T22:50:39.0680448Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0036s] [ 95%] 2025-08-26T22:50:39.0680775Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0681109Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0681474Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0681799Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0682141Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0013s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0682484Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0010s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0682758Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 95%] 2025-08-26T22:50:39.0683013Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 95%] 2025-08-26T22:50:39.0683269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 95%] 2025-08-26T22:50:39.0683522Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 95%] 2025-08-26T22:50:39.0683773Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 95%] 2025-08-26T22:50:39.0684026Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 95%] 2025-08-26T22:50:39.0684355Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0684683Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0685006Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0685333Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0686788Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0687118Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0687384Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 95%] 2025-08-26T22:50:39.0687651Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 95%] 2025-08-26T22:50:39.0687920Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 95%] 2025-08-26T22:50:39.0688169Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 95%] 2025-08-26T22:50:39.0688423Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0023s] [ 95%] 2025-08-26T22:50:39.0688674Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 95%] 2025-08-26T22:50:39.0689008Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0689336Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0689659Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0690041Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0690364Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0690686Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0690962Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 95%] 2025-08-26T22:50:39.0691221Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 95%] 2025-08-26T22:50:39.0691496Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 95%] 2025-08-26T22:50:39.0691768Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 95%] 2025-08-26T22:50:39.0692018Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 95%] 2025-08-26T22:50:39.0692284Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 95%] 2025-08-26T22:50:39.0693669Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0694005Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0694333Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0694660Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0694983Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0695306Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 95%] 2025-08-26T22:50:39.0695558Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 95%] 2025-08-26T22:50:39.0695811Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 96%] 2025-08-26T22:50:39.0696062Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0027s] [ 96%] 2025-08-26T22:50:39.0696329Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 96%] 2025-08-26T22:50:39.0696579Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0027s] [ 96%] 2025-08-26T22:50:39.0696841Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 96%] 2025-08-26T22:50:39.0697177Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 96%] 2025-08-26T22:50:39.0697519Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 96%] 2025-08-26T22:50:39.0697840Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 96%] 2025-08-26T22:50:39.0698161Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 96%] 2025-08-26T22:50:39.0698482Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 96%] 2025-08-26T22:50:39.0698802Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 96%] 2025-08-26T22:50:39.0699058Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 96%] 2025-08-26T22:50:39.0699314Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0032s] [ 96%] 2025-08-26T22:50:39.0699563Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0031s] [ 96%] 2025-08-26T22:50:39.0700897Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0031s] [ 96%] 2025-08-26T22:50:39.0701149Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0029s] [ 96%] 2025-08-26T22:50:39.0701401Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0029s] [ 96%] 2025-08-26T22:50:39.0701757Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 96%] 2025-08-26T22:50:39.0702105Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 96%] 2025-08-26T22:50:39.0702450Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 96%] 2025-08-26T22:50:39.0702828Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 96%] 2025-08-26T22:50:39.0703154Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 96%] 2025-08-26T22:50:39.0703478Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 96%] 2025-08-26T22:50:39.0703731Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0033s] [ 96%] 2025-08-26T22:50:39.0703985Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0039s] [ 96%] 2025-08-26T22:50:39.0704235Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0038s] [ 96%] 2025-08-26T22:50:39.0704494Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0032s] [ 96%] 2025-08-26T22:50:39.0704744Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0031s] [ 96%] 2025-08-26T22:50:39.0704994Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0035s] [ 96%] 2025-08-26T22:50:39.0705320Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 96%] 2025-08-26T22:50:39.0705648Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 96%] 2025-08-26T22:50:39.0705987Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 96%] 2025-08-26T22:50:39.0706328Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 SKIPPED [0.0008s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 96%] 2025-08-26T22:50:39.0706665Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 SKIPPED [0.0009s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 96%] 2025-08-26T22:50:39.0708117Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 SKIPPED [0.0007s] (Will call _fill_mem_eff_dropout_mask with too many threads!) [ 96%] 2025-08-26T22:50:39.0708380Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 96%] 2025-08-26T22:50:39.0708640Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 96%] 2025-08-26T22:50:39.0708892Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0027s] [ 96%] 2025-08-26T22:50:39.0709150Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 96%] 2025-08-26T22:50:39.0709401Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0027s] [ 96%] 2025-08-26T22:50:39.0709657Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0033s] [ 96%] 2025-08-26T22:50:39.0709975Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0034s] [ 96%] 2025-08-26T22:50:39.0710238Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0033s] [ 96%] 2025-08-26T22:50:39.0710490Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0029s] [ 96%] 2025-08-26T22:50:39.0710744Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 96%] 2025-08-26T22:50:39.0710996Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0030s] [ 96%] 2025-08-26T22:50:39.0711274Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0030s] [ 96%] 2025-08-26T22:50:39.0711527Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 96%] 2025-08-26T22:50:39.0711798Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 96%] 2025-08-26T22:50:39.0712064Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0026s] [ 96%] 2025-08-26T22:50:39.0712337Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 96%] 2025-08-26T22:50:39.0712587Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0025s] [ 96%] 2025-08-26T22:50:39.0712838Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 96%] 2025-08-26T22:50:39.0713092Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 96%] 2025-08-26T22:50:39.0714368Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0030s] [ 96%] 2025-08-26T22:50:39.0714621Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0029s] [ 96%] 2025-08-26T22:50:39.0714875Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 96%] 2025-08-26T22:50:39.0715125Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0029s] [ 96%] 2025-08-26T22:50:39.0715379Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0029s] [ 96%] 2025-08-26T22:50:39.0715637Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 96%] 2025-08-26T22:50:39.0715893Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 96%] 2025-08-26T22:50:39.0716143Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0024s] [ 96%] 2025-08-26T22:50:39.0716414Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 96%] 2025-08-26T22:50:39.0716665Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0020s] [ 96%] 2025-08-26T22:50:39.0716929Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 96%] 2025-08-26T22:50:39.0717202Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 96%] 2025-08-26T22:50:39.0717473Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 96%] 2025-08-26T22:50:39.0717727Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0026s] [ 96%] 2025-08-26T22:50:39.0717982Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 96%] 2025-08-26T22:50:39.0718232Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0024s] [ 96%] 2025-08-26T22:50:39.0718486Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 96%] 2025-08-26T22:50:39.0718735Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0023s] [ 96%] 2025-08-26T22:50:39.0718989Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 96%] 2025-08-26T22:50:39.0719243Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0023s] [ 96%] 2025-08-26T22:50:39.0719495Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 96%] 2025-08-26T22:50:39.0720837Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0021s] [ 96%] 2025-08-26T22:50:39.0721131Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 96%] 2025-08-26T22:50:39.0721384Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 96%] 2025-08-26T22:50:39.0721683Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 96%] 2025-08-26T22:50:39.0721931Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0026s] [ 96%] 2025-08-26T22:50:39.0722199Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 96%] 2025-08-26T22:50:39.0722467Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0028s] [ 96%] 2025-08-26T22:50:39.0722734Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 96%] 2025-08-26T22:50:39.0722986Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0022s] [ 96%] 2025-08-26T22:50:39.0723239Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0021s] [ 96%] 2025-08-26T22:50:39.0723491Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0022s] [ 96%] 2025-08-26T22:50:39.0723744Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 96%] 2025-08-26T22:50:39.0723992Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0021s] [ 96%] 2025-08-26T22:50:39.0724243Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 96%] 2025-08-26T22:50:39.0724496Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 96%] 2025-08-26T22:50:39.0724751Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 96%] 2025-08-26T22:50:39.0724999Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0023s] [ 96%] 2025-08-26T22:50:39.0725251Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 96%] 2025-08-26T22:50:39.0725503Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0024s] [ 96%] 2025-08-26T22:50:39.0725783Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 96%] 2025-08-26T22:50:39.0727047Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0023s] [ 96%] 2025-08-26T22:50:39.0727317Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 96%] 2025-08-26T22:50:39.0727577Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0022s] [ 96%] 2025-08-26T22:50:39.0727840Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 96%] 2025-08-26T22:50:39.0728085Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 96%] 2025-08-26T22:50:39.0728339Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 96%] 2025-08-26T22:50:39.0728592Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 96%] 2025-08-26T22:50:39.0728849Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 96%] 2025-08-26T22:50:39.0729096Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0025s] [ 96%] 2025-08-26T22:50:39.0729344Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 96%] 2025-08-26T22:50:39.0729591Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0025s] [ 96%] 2025-08-26T22:50:39.0729901Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 96%] 2025-08-26T22:50:39.0730153Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 96%] 2025-08-26T22:50:39.0730408Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 96%] 2025-08-26T22:50:39.0730656Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0024s] [ 96%] 2025-08-26T22:50:39.0730932Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 96%] 2025-08-26T22:50:39.0731183Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0023s] [ 96%] 2025-08-26T22:50:39.0731449Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 96%] 2025-08-26T22:50:39.0731722Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 96%] 2025-08-26T22:50:39.0731997Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 96%] 2025-08-26T22:50:39.0732247Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 96%] 2025-08-26T22:50:39.0733550Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 97%] 2025-08-26T22:50:39.0733809Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0026s] [ 97%] 2025-08-26T22:50:39.0734064Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 97%] 2025-08-26T22:50:39.0734318Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 97%] 2025-08-26T22:50:39.0734573Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 97%] 2025-08-26T22:50:39.0734822Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 97%] 2025-08-26T22:50:39.0735074Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 97%] 2025-08-26T22:50:39.0735322Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0024s] [ 97%] 2025-08-26T22:50:39.0735577Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 97%] 2025-08-26T22:50:39.0735831Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0031s] [ 97%] 2025-08-26T22:50:39.0736107Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0031s] [ 97%] 2025-08-26T22:50:39.0736355Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0030s] [ 97%] 2025-08-26T22:50:39.0736634Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 97%] 2025-08-26T22:50:39.0736895Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 97%] 2025-08-26T22:50:39.0737158Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 97%] 2025-08-26T22:50:39.0737412Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 97%] 2025-08-26T22:50:39.0737667Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 97%] 2025-08-26T22:50:39.0737916Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0021s] [ 97%] 2025-08-26T22:50:39.0738169Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0021s] [ 97%] 2025-08-26T22:50:39.0738418Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0021s] [ 97%] 2025-08-26T22:50:39.0739767Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 97%] 2025-08-26T22:50:39.0740030Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 97%] 2025-08-26T22:50:39.0740288Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 97%] 2025-08-26T22:50:39.0740539Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0024s] [ 97%] 2025-08-26T22:50:39.0740793Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 97%] 2025-08-26T22:50:39.0741045Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0023s] [ 97%] 2025-08-26T22:50:39.0741333Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 97%] 2025-08-26T22:50:39.0741586Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0022s] [ 97%] 2025-08-26T22:50:39.0741856Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 97%] 2025-08-26T22:50:39.0742157Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0022s] [ 97%] 2025-08-26T22:50:39.0742425Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 97%] 2025-08-26T22:50:39.0742676Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 97%] 2025-08-26T22:50:39.0742928Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 97%] 2025-08-26T22:50:39.0743181Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 97%] 2025-08-26T22:50:39.0743437Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 97%] 2025-08-26T22:50:39.0743687Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0025s] [ 97%] 2025-08-26T22:50:39.0743939Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 97%] 2025-08-26T22:50:39.0744189Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0024s] [ 97%] 2025-08-26T22:50:39.0744445Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 97%] 2025-08-26T22:50:39.0744696Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0022s] [ 97%] 2025-08-26T22:50:39.0744952Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0020s] [ 97%] 2025-08-26T22:50:39.0746337Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0020s] [ 97%] 2025-08-26T22:50:39.0746614Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 97%] 2025-08-26T22:50:39.0746863Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0020s] [ 97%] 2025-08-26T22:50:39.0747170Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0019s] [ 97%] 2025-08-26T22:50:39.0747440Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0023s] [ 97%] 2025-08-26T22:50:39.0747715Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 97%] 2025-08-26T22:50:39.0747963Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0023s] [ 97%] 2025-08-26T22:50:39.0748216Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 97%] 2025-08-26T22:50:39.0748465Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0022s] [ 97%] 2025-08-26T22:50:39.0748717Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 97%] 2025-08-26T22:50:39.0748966Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0021s] [ 97%] 2025-08-26T22:50:39.0749219Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0021s] [ 97%] 2025-08-26T22:50:39.0749466Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0021s] [ 97%] 2025-08-26T22:50:39.0749784Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0021s] [ 97%] 2025-08-26T22:50:39.0750032Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0021s] [ 97%] 2025-08-26T22:50:39.0750285Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 97%] 2025-08-26T22:50:39.0750536Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0032s] [ 97%] 2025-08-26T22:50:39.0750809Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 97%] 2025-08-26T22:50:39.0751057Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0026s] [ 97%] 2025-08-26T22:50:39.0751324Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 97%] 2025-08-26T22:50:39.0751588Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0025s] [ 97%] 2025-08-26T22:50:39.0753028Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 97%] 2025-08-26T22:50:39.0753281Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 97%] 2025-08-26T22:50:39.0753537Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 97%] 2025-08-26T22:50:39.0753786Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0022s] [ 97%] 2025-08-26T22:50:39.0754037Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 97%] 2025-08-26T22:50:39.0754284Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 97%] 2025-08-26T22:50:39.0754533Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 97%] 2025-08-26T22:50:39.0754785Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 97%] 2025-08-26T22:50:39.0755040Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 97%] 2025-08-26T22:50:39.0755289Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0025s] [ 97%] 2025-08-26T22:50:39.0755542Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 97%] 2025-08-26T22:50:39.0755790Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0025s] [ 97%] 2025-08-26T22:50:39.0756057Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 97%] 2025-08-26T22:50:39.0756306Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0023s] [ 97%] 2025-08-26T22:50:39.0756569Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 97%] 2025-08-26T22:50:39.0756827Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0023s] [ 97%] 2025-08-26T22:50:39.0757100Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 97%] 2025-08-26T22:50:39.0757348Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 97%] 2025-08-26T22:50:39.0757602Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 97%] 2025-08-26T22:50:39.0757853Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0037s] [ 97%] 2025-08-26T22:50:39.0759128Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0030s] [ 97%] 2025-08-26T22:50:39.0759377Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0026s] [ 97%] 2025-08-26T22:50:39.0759625Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 97%] 2025-08-26T22:50:39.0759932Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0025s] [ 97%] 2025-08-26T22:50:39.0760181Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 97%] 2025-08-26T22:50:39.0760431Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 97%] 2025-08-26T22:50:39.0760685Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 97%] 2025-08-26T22:50:39.0760937Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0024s] [ 97%] 2025-08-26T22:50:39.0761219Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 97%] 2025-08-26T22:50:39.0761503Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 97%] 2025-08-26T22:50:39.0761772Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 97%] 2025-08-26T22:50:39.0762047Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 97%] 2025-08-26T22:50:39.0762507Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 97%] 2025-08-26T22:50:39.0762756Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0026s] [ 97%] 2025-08-26T22:50:39.0763006Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 97%] 2025-08-26T22:50:39.0763253Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0025s] [ 97%] 2025-08-26T22:50:39.0763508Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 97%] 2025-08-26T22:50:39.0763756Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 97%] 2025-08-26T22:50:39.0764006Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 97%] 2025-08-26T22:50:39.0764253Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0024s] [ 97%] 2025-08-26T22:50:39.0764502Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 97%] 2025-08-26T22:50:39.0765846Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0023s] [ 97%] 2025-08-26T22:50:39.0766095Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 97%] 2025-08-26T22:50:39.0766344Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 97%] 2025-08-26T22:50:39.0766618Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 97%] 2025-08-26T22:50:39.0766869Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 97%] 2025-08-26T22:50:39.0767133Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 97%] 2025-08-26T22:50:39.0767393Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0026s] [ 97%] 2025-08-26T22:50:39.0767642Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 97%] 2025-08-26T22:50:39.0767916Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 97%] 2025-08-26T22:50:39.0768177Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 97%] 2025-08-26T22:50:39.0768428Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0028s] [ 97%] 2025-08-26T22:50:39.0768684Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 97%] 2025-08-26T22:50:39.0768939Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0031s] [ 97%] 2025-08-26T22:50:39.0769193Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0031s] [ 98%] 2025-08-26T22:50:39.0769449Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0035s] [ 98%] 2025-08-26T22:50:39.0769757Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0035s] [ 98%] 2025-08-26T22:50:39.0770009Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0035s] [ 98%] 2025-08-26T22:50:39.0770264Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0035s] [ 98%] 2025-08-26T22:50:39.0770517Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0035s] [ 98%] 2025-08-26T22:50:39.0770791Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0035s] [ 98%] 2025-08-26T22:50:39.0772095Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 98%] 2025-08-26T22:50:39.0772381Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0029s] [ 98%] 2025-08-26T22:50:39.0772650Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0029s] [ 98%] 2025-08-26T22:50:39.0772921Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0029s] [ 98%] 2025-08-26T22:50:39.0773171Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0028s] [ 98%] 2025-08-26T22:50:39.0773422Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 98%] 2025-08-26T22:50:39.0773676Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0035s] [ 98%] 2025-08-26T22:50:39.0773934Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0035s] [ 98%] 2025-08-26T22:50:39.0774184Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0035s] [ 98%] 2025-08-26T22:50:39.0774439Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0035s] [ 98%] 2025-08-26T22:50:39.0774691Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0034s] [ 98%] 2025-08-26T22:50:39.0774945Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0034s] [ 98%] 2025-08-26T22:50:39.0775198Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 98%] 2025-08-26T22:50:39.0775453Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 98%] 2025-08-26T22:50:39.0775703Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0024s] [ 98%] 2025-08-26T22:50:39.0775970Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 98%] 2025-08-26T22:50:39.0776219Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0023s] [ 98%] 2025-08-26T22:50:39.0776484Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 98%] 2025-08-26T22:50:39.0776756Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 98%] 2025-08-26T22:50:39.0777027Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 98%] 2025-08-26T22:50:39.0777278Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0026s] [ 98%] 2025-08-26T22:50:39.0778535Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 98%] 2025-08-26T22:50:39.0778786Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0026s] [ 98%] 2025-08-26T22:50:39.0779041Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 98%] 2025-08-26T22:50:39.0779296Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 98%] 2025-08-26T22:50:39.0779580Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 98%] 2025-08-26T22:50:39.0779893Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0025s] [ 98%] 2025-08-26T22:50:39.0780149Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 98%] 2025-08-26T22:50:39.0780399Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0024s] [ 98%] 2025-08-26T22:50:39.0780650Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 98%] 2025-08-26T22:50:39.0780902Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0029s] [ 98%] 2025-08-26T22:50:39.0781185Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 98%] 2025-08-26T22:50:39.0781434Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0028s] [ 98%] 2025-08-26T22:50:39.0781709Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 98%] 2025-08-26T22:50:39.0781972Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0027s] [ 98%] 2025-08-26T22:50:39.0782225Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 98%] 2025-08-26T22:50:39.0782503Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0023s] [ 98%] 2025-08-26T22:50:39.0782760Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 98%] 2025-08-26T22:50:39.0783010Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0023s] [ 98%] 2025-08-26T22:50:39.0783262Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 98%] 2025-08-26T22:50:39.0783510Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 98%] 2025-08-26T22:50:39.0784820Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 98%] 2025-08-26T22:50:39.0785081Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 98%] 2025-08-26T22:50:39.0785338Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 98%] 2025-08-26T22:50:39.0785590Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0026s] [ 98%] 2025-08-26T22:50:39.0785841Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 98%] 2025-08-26T22:50:39.0786089Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0031s] [ 98%] 2025-08-26T22:50:39.0786356Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 98%] 2025-08-26T22:50:39.0786606Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 98%] 2025-08-26T22:50:39.0786875Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 98%] 2025-08-26T22:50:39.0787182Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0024s] [ 98%] 2025-08-26T22:50:39.0787434Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 98%] 2025-08-26T22:50:39.0787698Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0023s] [ 98%] 2025-08-26T22:50:39.0787948Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 98%] 2025-08-26T22:50:39.0788198Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 98%] 2025-08-26T22:50:39.0788452Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 98%] 2025-08-26T22:50:39.0788700Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 98%] 2025-08-26T22:50:39.0788949Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 98%] 2025-08-26T22:50:39.0789198Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0026s] [ 98%] 2025-08-26T22:50:39.0789448Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0026s] [ 98%] 2025-08-26T22:50:39.0789757Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0027s] [ 98%] 2025-08-26T22:50:39.0790020Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0027s] [ 98%] 2025-08-26T22:50:39.0791302Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0027s] [ 98%] 2025-08-26T22:50:39.0791584Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0027s] [ 98%] 2025-08-26T22:50:39.0791838Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0029s] [ 98%] 2025-08-26T22:50:39.0792105Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0028s] [ 98%] 2025-08-26T22:50:39.0792376Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0030s] [ 98%] 2025-08-26T22:50:39.0792634Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0030s] [ 98%] 2025-08-26T22:50:39.0792902Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0030s] [ 98%] 2025-08-26T22:50:39.0793158Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0030s] [ 98%] 2025-08-26T22:50:39.0793409Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0031s] [ 98%] 2025-08-26T22:50:39.0793663Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0032s] [ 98%] 2025-08-26T22:50:39.0793914Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 98%] 2025-08-26T22:50:39.0794169Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0028s] [ 98%] 2025-08-26T22:50:39.0794420Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0028s] [ 98%] 2025-08-26T22:50:39.0794670Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0028s] [ 98%] 2025-08-26T22:50:39.0794918Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0027s] [ 98%] 2025-08-26T22:50:39.0795170Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0027s] [ 98%] 2025-08-26T22:50:39.0795426Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0034s] [ 98%] 2025-08-26T22:50:39.0795698Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0033s] [ 98%] 2025-08-26T22:50:39.0795950Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0035s] [ 98%] 2025-08-26T22:50:39.0796214Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0034s] [ 98%] 2025-08-26T22:50:39.0797523Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0034s] [ 98%] 2025-08-26T22:50:39.0797780Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0034s] [ 98%] 2025-08-26T22:50:39.0798046Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0023s] [ 98%] 2025-08-26T22:50:39.0798299Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 98%] 2025-08-26T22:50:39.0798547Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0022s] [ 98%] 2025-08-26T22:50:39.0798804Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 98%] 2025-08-26T22:50:39.0799054Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0021s] [ 98%] 2025-08-26T22:50:39.0799305Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 98%] 2025-08-26T22:50:39.0799556Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 98%] 2025-08-26T22:50:39.0799863Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 98%] 2025-08-26T22:50:39.0800112Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0025s] [ 98%] 2025-08-26T22:50:39.0800361Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 98%] 2025-08-26T22:50:39.0800613Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0024s] [ 98%] 2025-08-26T22:50:39.0800895Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 98%] 2025-08-26T22:50:39.0801146Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0023s] [ 98%] 2025-08-26T22:50:39.0801395Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 98%] 2025-08-26T22:50:39.0801658Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0023s] [ 98%] 2025-08-26T22:50:39.0801923Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 98%] 2025-08-26T22:50:39.0802190Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 98%] 2025-08-26T22:50:39.0802438Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 98%] 2025-08-26T22:50:39.0802686Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 98%] 2025-08-26T22:50:39.0803963Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 98%] 2025-08-26T22:50:39.0804218Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0027s] [ 98%] 2025-08-26T22:50:39.0804468Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 98%] 2025-08-26T22:50:39.0804717Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0025s] [ 98%] 2025-08-26T22:50:39.0804967Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 98%] 2025-08-26T22:50:39.0805219Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0022s] [ 98%] 2025-08-26T22:50:39.0805468Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 99%] 2025-08-26T22:50:39.0805714Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0022s] [ 99%] 2025-08-26T22:50:39.0805962Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 99%] 2025-08-26T22:50:39.0806228Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0021s] [ 99%] 2025-08-26T22:50:39.0806479Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 99%] 2025-08-26T22:50:39.0806743Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 99%] 2025-08-26T22:50:39.0807010Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 99%] 2025-08-26T22:50:39.0807272Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0025s] [ 99%] 2025-08-26T22:50:39.0807519Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 99%] 2025-08-26T22:50:39.0807764Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0024s] [ 99%] 2025-08-26T22:50:39.0808012Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 99%] 2025-08-26T22:50:39.0808259Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0023s] [ 99%] 2025-08-26T22:50:39.0808507Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 99%] 2025-08-26T22:50:39.0808754Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0023s] [ 99%] 2025-08-26T22:50:39.0810021Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0023s] [ 99%] 2025-08-26T22:50:39.0810269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 99%] 2025-08-26T22:50:39.0810515Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 99%] 2025-08-26T22:50:39.0810764Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0028s] [ 99%] 2025-08-26T22:50:39.0811012Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 99%] 2025-08-26T22:50:39.0811287Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0025s] [ 99%] 2025-08-26T22:50:39.0811535Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 99%] 2025-08-26T22:50:39.0811810Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0024s] [ 99%] 2025-08-26T22:50:39.0812073Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0025s] [ 99%] 2025-08-26T22:50:39.0812343Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0022s] [ 99%] 2025-08-26T22:50:39.0812591Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0021s] [ 99%] 2025-08-26T22:50:39.0812835Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0021s] [ 99%] 2025-08-26T22:50:39.0813082Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0021s] [ 99%] 2025-08-26T22:50:39.0813326Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0021s] [ 99%] 2025-08-26T22:50:39.0813574Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 99%] 2025-08-26T22:50:39.0813824Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0024s] [ 99%] 2025-08-26T22:50:39.0814079Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0024s] [ 99%] 2025-08-26T22:50:39.0814324Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0024s] [ 99%] 2025-08-26T22:50:39.0814572Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0024s] [ 99%] 2025-08-26T22:50:39.0814817Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0024s] [ 99%] 2025-08-26T22:50:39.0815065Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 99%] 2025-08-26T22:50:39.0816318Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0022s] [ 99%] 2025-08-26T22:50:39.0816569Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0023s] [ 99%] 2025-08-26T22:50:39.0816829Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0022s] [ 99%] 2025-08-26T22:50:39.0817089Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 99%] 2025-08-26T22:50:39.0817365Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0022s] [ 99%] 2025-08-26T22:50:39.0817609Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 99%] 2025-08-26T22:50:39.0817857Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 99%] 2025-08-26T22:50:39.0818106Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0026s] [ 99%] 2025-08-26T22:50:39.0818349Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0025s] [ 99%] 2025-08-26T22:50:39.0818596Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 99%] 2025-08-26T22:50:39.0818838Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0025s] [ 99%] 2025-08-26T22:50:39.0819084Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 99%] 2025-08-26T22:50:39.0819333Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0022s] [ 99%] 2025-08-26T22:50:39.0819586Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0021s] [ 99%] 2025-08-26T22:50:39.0819899Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0021s] [ 99%] 2025-08-26T22:50:39.0820149Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0021s] [ 99%] 2025-08-26T22:50:39.0820419Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0021s] [ 99%] 2025-08-26T22:50:39.0820669Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0021s] [ 99%] 2025-08-26T22:50:39.0820934Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0025s] [ 99%] 2025-08-26T22:50:39.0821201Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 99%] 2025-08-26T22:50:39.0822431Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0024s] [ 99%] 2025-08-26T22:50:39.0822703Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0025s] [ 99%] 2025-08-26T22:50:39.0822951Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0024s] [ 99%] 2025-08-26T22:50:39.0823198Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0023s] [ 99%] 2025-08-26T22:50:39.0823448Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0023s] [ 99%] 2025-08-26T22:50:39.0823696Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0022s] [ 99%] 2025-08-26T22:50:39.0823938Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0022s] [ 99%] 2025-08-26T22:50:39.0824184Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0022s] [ 99%] 2025-08-26T22:50:39.0824427Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0021s] [ 99%] 2025-08-26T22:50:39.0824674Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0022s] [ 99%] 2025-08-26T22:50:39.0824923Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0026s] [ 99%] 2025-08-26T22:50:39.0825172Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0025s] [ 99%] 2025-08-26T22:50:39.0825416Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0026s] [ 99%] 2025-08-26T22:50:39.0825679Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0026s] [ 99%] 2025-08-26T22:50:39.0825922Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0025s] [ 99%] 2025-08-26T22:50:39.0826181Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0024s] [ 99%] 2025-08-26T22:50:39.0826435Z test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_cudnn_nested_type_nested_is_contiguous_True_cuda SKIPPED [0.0001s] (Fused SDPA was not built for this system) [ 99%] 2025-08-26T22:50:39.0826650Z test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_dense_fused_kernel0_cuda PASSED [0.0015s] [ 99%] 2025-08-26T22:50:39.0826844Z test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_dense_fused_kernel1_cuda PASSED [0.0012s] [ 99%] 2025-08-26T22:50:39.0827092Z test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_nested_fused_kernel0_cuda PASSED [0.0053s] [ 99%] 2025-08-26T22:50:39.0827289Z test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_nested_fused_kernel1_cuda PASSED [0.0053s] [ 99%] 2025-08-26T22:50:39.0828482Z test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_dense_is_contiguous_False_cuda PASSED [0.0020s] [ 99%] 2025-08-26T22:50:39.0828675Z test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_dense_is_contiguous_True_cuda PASSED [0.0010s] [ 99%] 2025-08-26T22:50:39.0828867Z test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_nested_is_contiguous_False_cuda PASSED [0.0130s] [ 99%] 2025-08-26T22:50:39.0829058Z test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_nested_is_contiguous_True_cuda PASSED [0.0131s] [ 99%] 2025-08-26T22:50:39.0829280Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_choice_with_determinism_warn_only_False_cuda SKIPPED [0.0006s] (skipIfRocm: test doesn't currently work on the ROCm stack) [ 99%] 2025-08-26T22:50:39.0829502Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_choice_with_determinism_warn_only_True_cuda SKIPPED [0.0005s] (skipIfRocm: test doesn't currently work on the ROCm stack) [ 99%] 2025-08-26T22:50:39.0829817Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_False_bfloat16_cuda_bfloat16 PASSED [0.0020s] [ 99%] 2025-08-26T22:50:39.0830021Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_False_float16_cuda_float16 PASSED [0.0015s] [ 99%] 2025-08-26T22:50:39.0830226Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_True_bfloat16_cuda_bfloat16 PASSED [0.0015s] [ 99%] 2025-08-26T22:50:39.0830428Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_True_float16_cuda_float16 PASSED [0.0015s] [ 99%] 2025-08-26T22:50:39.0830634Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_False_bfloat16_cuda_bfloat16 PASSED [0.0015s] [ 99%] 2025-08-26T22:50:39.0830861Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_False_float16_cuda_float16 PASSED [0.0014s] [ 99%] 2025-08-26T22:50:39.0831065Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_True_bfloat16_cuda_bfloat16 PASSED [0.0015s] [ 99%] 2025-08-26T22:50:39.0831265Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_True_float16_cuda_float16 PASSED [0.0015s] [ 99%] 2025-08-26T22:50:39.0831466Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_False_is_causal_False_cuda PASSED [0.0014s] [ 99%] 2025-08-26T22:50:39.0831663Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_False_is_causal_True_cuda PASSED [0.0014s] [ 99%] 2025-08-26T22:50:39.0831844Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_True_is_causal_False_cuda PASSED [0.0014s] [ 99%] 2025-08-26T22:50:39.0832044Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_True_is_causal_True_cuda PASSED [0.0014s] [ 99%] 2025-08-26T22:50:39.0832174Z test_transformers.py::TestSDPACudaOnlyCUDA::test_singelton_head_dim_stride_ne_1_cuda PASSED [0.0007s] [ 99%] 2025-08-26T22:50:39.0832306Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_1_shape0_cuda PASSED [0.0033s] [ 99%] 2025-08-26T22:50:39.0832438Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_1_shape1_cuda PASSED [0.0090s] [ 99%] 2025-08-26T22:50:39.0833583Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_1_shape2_cuda PASSED [0.0026s] [ 99%] 2025-08-26T22:50:39.0833713Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_1_shape3_cuda PASSED [0.0024s] [ 99%] 2025-08-26T22:50:39.0833907Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_2_shape0_cuda SKIPPED [0.0005s] (No support for LOWER_RIGHT variant for now) [ 99%] 2025-08-26T22:50:39.0834099Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_2_shape1_cuda SKIPPED [0.0004s] (No support for LOWER_RIGHT variant for now) [ 99%] 2025-08-26T22:50:39.0834287Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_2_shape2_cuda SKIPPED [0.0004s] (No support for LOWER_RIGHT variant for now) [ 99%] 2025-08-26T22:50:39.0834474Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_2_shape3_cuda SKIPPED [0.0004s] (No support for LOWER_RIGHT variant for now) [ 99%] 2025-08-26T22:50:39.0834620Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_1_shape0_cuda PASSED [0.3151s] [ 99%] 2025-08-26T22:50:39.0834761Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_1_shape1_cuda PASSED [0.0485s] [ 99%] 2025-08-26T22:50:39.0834902Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_1_shape2_cuda PASSED [0.0449s] [ 99%] 2025-08-26T22:50:39.0835041Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_1_shape3_cuda PASSED [0.0432s] [ 99%] 2025-08-26T22:50:39.0835238Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_2_shape0_cuda SKIPPED [0.0007s] (No support for LOWER_RIGHT variant for now) [ 99%] 2025-08-26T22:50:39.0835435Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_2_shape1_cuda SKIPPED [0.0005s] (No support for LOWER_RIGHT variant for now) [ 99%] 2025-08-26T22:50:39.0835635Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_2_shape2_cuda SKIPPED [0.0004s] (No support for LOWER_RIGHT variant for now) [ 99%] 2025-08-26T22:50:39.0835830Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_2_shape3_cuda SKIPPED [0.0004s] (No support for LOWER_RIGHT variant for now) [ 99%] 2025-08-26T22:50:39.0835969Z test_transformers.py::TestAttnBiasCUDA::test_is_causal_and_mask_fails_cuda PASSED [0.0008s] [ 99%] 2025-08-26T22:50:39.0836096Z test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape0_cuda PASSED [0.0011s] [ 99%] 2025-08-26T22:50:39.0836220Z test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape1_cuda PASSED [0.0008s] [ 99%] 2025-08-26T22:50:39.0836341Z test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape2_cuda PASSED [0.0008s] [ 99%] 2025-08-26T22:50:39.0836475Z test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape3_cuda PASSED [0.0007s] [100%] 2025-08-26T22:50:39.0836506Z 2025-08-26T22:50:39.0836706Z - generated xml file: /var/lib/jenkins/pytorch/test/test-reports/python-pytest/test_transformers/test_transformers-954b9b07f82a4521.xml - 2025-08-26T22:50:39.0836789Z ======== 8262 passed, 3332 skipped, 650 deselected in 163.48s (0:02:43) ======== 2025-08-26T22:50:39.0838186Z The following tests failed and then succeeded when run in a new process['test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_sdpa_backend_aotriton_cuda_float16'] 2025-08-26T22:50:39.0838190Z 2025-08-26T22:50:39.0838333Z FINISHED PRINTING LOG FILE of test_transformers 1/1 (test/test-reports/test_transformers_1.1_df6348250debfb3e_.log) 2025-08-26T22:50:39.0838336Z 2025-08-26T22:50:39.0838407Z Running test_ops_gradients 1/2 ... [2025-08-26 22:50:37.826961] 2025-08-26T22:50:39.0838455Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T22:50:39.0838748Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_ops_gradients.py', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 22:50:37.827415] 2025-08-26T22:56:07.0560292Z 2025-08-26T22:56:07.0561308Z test_ops_gradients 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_gradients_1.2_678b2d01e701f50e_.log 2025-08-26T22:56:07.0915647Z Running 2677 items in this shard: test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_H_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_H_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_NumpyCatCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_NumpyCubeCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_NumpyMulCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_NumpyNonzeroCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_NumpySplitCopyWithIntCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_T_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad___getitem___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad___radd___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad___rmatmul___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad___rmatmul___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad___rmod___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad___rmul___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad___rmul___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad___rpow___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad__batch_norm_with_update_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad__native_batch_norm_legit_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad__segment_reduce_lengths_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad__unsafe_masked_index_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_abs_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_acos_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_add_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_add_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_addbmm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_addmm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_addmm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_addmm_decomposed_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_addmv_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_addr_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_addr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_alias_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_all_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_angle_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_angle_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_argmax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_argmin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_argsort_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_argwhere_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_as_strided_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_as_strided_partial_views_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_as_strided_partial_views_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_asinh_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_atan2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_atan_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_atan_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_atleast_2d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_atleast_2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_atleast_3d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_atleast_3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_baddbmm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_bfloat16_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_bfloat16_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_bmm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_bool_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_bool_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_broadcast_tensors_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_broadcast_tensors_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cartesian_prod_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cat_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cauchy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cdouble_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_ceil_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cfloat_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_chalf_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cholesky_solve_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_chunk_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_clamp_min_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_column_stack_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_conj_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_contiguous_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_contiguous_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_corrcoef_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_corrcoef_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cos_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cos_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cosh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_count_nonzero_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_count_nonzero_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cov_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cross_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cummin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cumprod_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cumprod_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cumsum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_deg2rad_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_diag_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_diag_embed_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_diag_embed_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_diagflat_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_diagonal_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_diagonal_scatter_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_diagonal_scatter_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_dist_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_div_floor_rounding_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_div_no_rounding_mode_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_div_trunc_rounding_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_dot_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_double_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_double_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_einsum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_empty_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_empty_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_empty_like_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_empty_strided_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_eq_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_equal_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_equal_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_erfc_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_erfinv_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_exp2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_exp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_expand_as_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_expand_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_expand_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_fftn_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_fftn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_fftshift_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_fftshift_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_hfft2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_hfft_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_ifftn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_ihfft2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_ihfft_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_irfft2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_irfft_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_irfftn_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_irfftn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_rfft_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fill_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_flatten_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_flatten_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_flip_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fliplr_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_flipud_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_flipud_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_float_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_float_power_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_float_power_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fmax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fmin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_full_like_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_gather_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_ge_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_geqrf_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_gradient_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_gradient_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_grid_sampler_2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_gt_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_half_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_histc_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_hstack_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_i0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_igamma_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_imag_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_index_add_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_index_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_index_put_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_index_put_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_index_reduce_amin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_index_reduce_mean_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_inner_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_isclose_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_isin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_isinf_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_isinf_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_isposinf_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_item_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_jiterator_4inputs_with_extra_args_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_jiterator_4inputs_with_extra_args_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_jiterator_binary_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_jiterator_binary_return_by_ref_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_jiterator_binary_return_by_ref_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_jiterator_unary_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_kron_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_lerp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_cholesky_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_cholesky_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_cholesky_ex_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_cross_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_diagonal_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_diagonal_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_eigh_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_eigvals_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_eigvals_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_eigvalsh_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_eigvalsh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_householder_product_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_inv_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_inv_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_inv_ex_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_ldl_factor_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_ldl_factor_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_ldl_factor_ex_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_lstsq_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_lu_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_lu_factor_ex_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_lu_factor_ex_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_lu_solve_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_lu_solve_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_matrix_power_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_matrix_rank_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_matrix_rank_hermitian_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_multi_dot_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_norm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_norm_subgradients_at_zero_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_pinv_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_pinv_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_pinv_singular_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_qr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_solve_ex_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_svdvals_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_tensorsolve_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_vander_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_vecdot_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_vector_norm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linspace_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linspace_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linspace_tensor_overload_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_log10_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_log1p_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_log2_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_log_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_log_normal_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_log_softmax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_log_softmax_with_dtype_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_log_softmax_with_dtype_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_logaddexp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_logcumsumexp_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_logdet_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_logical_not_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_logical_or_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_logical_xor_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_logspace_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_logspace_tensor_overload_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_long_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_long_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_lu_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_lu_solve_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_lu_unpack_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_mH_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_mH_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_mT_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_mT_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_masked_argmax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_masked_cumsum_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_masked_cumsum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_masked_fill_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_masked_logaddexp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_masked_logsumexp_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_masked_mean_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_masked_scatter_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_masked_select_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_masked_std_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_masked_std_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_masked_sum_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_masked_sum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_masked_var_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_matmul_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_matmul_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_matrix_exp_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_max_pool2d_with_indices_backward_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_max_reduction_no_dim_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_max_reduction_with_dim_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_maximum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_median_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_meshgrid_list_of_tensors_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_meshgrid_variadic_tensors_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_min_binary_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_min_reduction_no_dim_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_minimum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_mm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_mode_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_movedim_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_msort_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_mul_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_mul_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_multinomial_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nanmean_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nansum_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_narrow_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_narrow_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_native_batch_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_ne_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_neg_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_new_empty_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_new_full_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_new_full_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_new_ones_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_new_zeros_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_adaptive_avg_pool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_adaptive_avg_pool3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_adaptive_max_pool3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_avg_pool1d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_avg_pool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_avg_pool3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_batch_norm_without_cudnn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_channel_shuffle_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_conv1d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_conv1d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_conv3d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_conv_transpose1d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_conv_transpose2d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_cosine_embedding_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_cosine_similarity_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_dropout3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_embedding_bag_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_feature_alpha_dropout_without_train_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_feature_alpha_dropout_without_train_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_gelu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_group_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_hardswish_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_hinge_embedding_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_huber_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_interpolate_bicubic_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_interpolate_linear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_kl_div_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_l1_loss_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_l1_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_layer_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_linear_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_linear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_max_pool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_mse_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_multi_margin_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_multilabel_margin_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pad_circular_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pad_circular_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pad_constant_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pad_constant_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pad_reflect_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pad_reflect_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pad_replicate_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pad_replicate_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pad_replicate_negative_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pixel_shuffle_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_pixel_shuffle_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_relu6_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_relu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_rms_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_rrelu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_scaled_dot_product_attention_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_smooth_l1_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_soft_margin_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_softmin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_softmin_with_dtype_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_softshrink_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_softsign_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_softsign_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_tanhshrink_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_triplet_margin_with_distance_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_unfold_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nn_functional_upsample_nearest_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nonzero_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nonzero_static_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_nonzero_static_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_norm_fro_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_norm_nuc_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_normal_in_place_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_ones_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_ones_like_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_outer_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_outer_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_permute_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_permute_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_pinverse_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_pinverse_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_polygamma_polygamma_n_0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_polygamma_polygamma_n_1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_polygamma_polygamma_n_2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_polygamma_polygamma_n_3_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_polygamma_polygamma_n_4_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_pow_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_qr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_quantile_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_randn_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_randn_like_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_ravel_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_ravel_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_renorm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_repeat_interleave_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_resize__cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_resize__cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_resize_as__cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_resolve_conj_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_rot90_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_round_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_round_decimals_0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_rsqrt_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_rsqrt_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_rsub_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_scalar_tensor_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_scatter_add_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_scatter_add_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_scatter_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_scatter_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_scatter_reduce_amax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_scatter_reduce_amin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_scatter_reduce_mean_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_scatter_reduce_sum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_sgn_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_sgn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_short_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_sigmoid_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_signal_windows_bartlett_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_signal_windows_exponential_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_signal_windows_general_cosine_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_signal_windows_hann_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_signal_windows_nuttall_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_sin_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_sin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_sinc_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_sinh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_slice_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_slice_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_slice_scatter_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_softmax_with_dtype_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_sparse_sampled_addmm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_sparse_sampled_addmm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_special_airy_ai_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_special_bessel_y0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_special_chebyshev_polynomial_t_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_special_chebyshev_polynomial_u_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_special_chebyshev_polynomial_v_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_special_erfcx_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_special_hermite_polynomial_he_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_special_laguerre_polynomial_l_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_special_legendre_polynomial_p_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_special_modified_bessel_k0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_special_ndtri_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_special_scaled_modified_bessel_k1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_special_shifted_chebyshev_polynomial_t_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_special_shifted_chebyshev_polynomial_v_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_special_shifted_chebyshev_polynomial_w_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_special_spherical_bessel_j0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_special_xlog1py_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_split_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_split_list_args_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_split_with_sizes_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_split_with_sizes_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_split_with_sizes_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_square_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_squeeze_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_squeeze_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_squeeze_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_squeeze_multiple_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_stack_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_std_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_std_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_std_mean_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_std_mean_unbiased_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_std_mean_unbiased_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_std_unbiased_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_sub_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_sub_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_sum_to_size_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_svd_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_svd_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_svd_lowrank_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_t_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_t_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_t_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_take_along_dim_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_take_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_take_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_tan_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_tanh_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_tanh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_tensordot_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_tile_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_trace_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_transpose_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_transpose_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_trapezoid_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_trapezoid_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_triangular_solve_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_tril_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_tril_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_triu_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_trunc_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_unbind_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_unbind_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_unfold_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_unfold_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_unfold_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_unique_consecutive_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_unsafe_split_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_unsafe_split_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_unsqueeze_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_unsqueeze_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_var_mean_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_var_mean_unbiased_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_var_unbiased_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_var_unbiased_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_vdot_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_view_as_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_view_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_vsplit_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_vstack_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_where_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_where_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_zero__cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_zeros_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_zeros_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_H_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_NumpyCatCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_NumpyMulScalarCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_NumpyNonzeroCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_NumpyTakeCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_T_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad___getitem___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad___radd___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad___rdiv___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad___rdiv___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad___rmatmul___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad___rmul___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad___rmul___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad___rpow___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad___rpow___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad___rsub___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad__chunk_cat_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad__chunk_cat_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad__native_batch_norm_legit_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad__segment_reduce_offsets_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad__softmax_backward_data_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad__unsafe_masked_index_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad__unsafe_masked_index_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad__unsafe_masked_index_put_accumulate_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_acosh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_add_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_add_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_addbmm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_addbmm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_addcdiv_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_addcmul_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_addmm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_addmm_decomposed_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_addmm_decomposed_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_addr_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_alias_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_allclose_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_amax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_amin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_aminmax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_angle_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_arange_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_argmin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_argsort_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_argwhere_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_argwhere_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_as_strided_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_as_strided_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_as_strided_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_as_strided_partial_views_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_asin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_atan2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_atan_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_atanh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_atleast_1d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_atleast_2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_atleast_3d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_auto_functionalize_simple_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_bernoulli_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_bfloat16_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_block_diag_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_bmm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_broadcast_to_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_bucketize_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_byte_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_cartesian_prod_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_cauchy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_cdouble_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_ceil_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_cfloat_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_chalf_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_char_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_cholesky_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_cholesky_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_cholesky_inverse_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_cholesky_inverse_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_cholesky_solve_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_cholesky_solve_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_chunk_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_clamp_min_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_clone_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_complex_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_conj_physical_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_constant_pad_nd_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_copysign_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_cos_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_cos_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_cosh_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_cosh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_cov_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_cross_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_cummax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_cummin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_cumsum_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_cumsum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_cumulative_trapezoid_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_cumulative_trapezoid_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_diag_embed_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_diagflat_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_diagonal_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_diagonal_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_diagonal_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_diff_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_diff_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_digamma_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_dist_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_double_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_double_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_dsplit_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_dstack_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_einsum_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_einsum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_empty_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_empty_like_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_empty_permuted_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_empty_permuted_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_empty_strided_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_eq_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_eq_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_equal_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_erfc_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_erfinv_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_exp2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_exp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_expand_as_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_expand_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_expand_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_expand_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_expm1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_eye_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_fft_fft2_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_fft_fft2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_fft_fftn_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_fft_fftshift_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_fft_fftshift_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_fft_hfft2_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_fft_hfft_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_fft_hfft_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_fft_hfftn_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_fft_hfftn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_fft_ifft2_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_fft_ifft2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_fft_ifft_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_fft_ifftn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_fft_ifftshift_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_fft_ifftshift_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_fft_ihfft2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_fft_ihfftn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_fft_irfft2_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_fft_irfft_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_fill_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_flatten_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_flipud_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_float_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_float_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_float_power_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_floor_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_floor_divide_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_fmax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_frac_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_frexp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_full_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_gather_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_gather_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_ge_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_geometric_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_geqrf_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_gradient_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_grid_sampler_2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_gt_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_heaviside_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_hypot_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_igamma_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_igammac_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_imag_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_index_add_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_index_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_index_fill_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_index_put_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_index_reduce_mean_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_index_select_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_inner_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_int_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_int_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_invoke_quant_simple_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_isclose_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_isfinite_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_isinf_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_isnan_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_isneginf_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_isreal_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_istft_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_jiterator_2inputs_2outputs_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_jiterator_4inputs_with_extra_args_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_jiterator_binary_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_jiterator_binary_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_jiterator_binary_return_by_ref_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_jiterator_binary_return_by_ref_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_kron_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_kthvalue_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_ldexp_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_le_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_lerp_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_lerp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_lgamma_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_cholesky_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_cholesky_ex_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_cholesky_ex_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_cond_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_cond_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_cross_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_det_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_det_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_diagonal_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_diagonal_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_eig_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_eigh_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_eigvals_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_eigvals_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_eigvalsh_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_householder_product_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_inv_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_ldl_solve_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_ldl_solve_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_lstsq_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_lstsq_grad_oriented_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_lu_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_lu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_lu_factor_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_lu_factor_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_lu_factor_ex_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_lu_solve_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_matrix_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_matrix_power_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_matrix_power_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_matrix_rank_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_matrix_rank_hermitian_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_multi_dot_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_multi_dot_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_pinv_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_pinv_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_pinv_hermitian_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_qr_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_qr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_slogdet_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_solve_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_solve_ex_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_solve_ex_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_solve_triangular_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_solve_triangular_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_svd_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_svd_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_svdvals_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_tensorinv_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_tensorsolve_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_tensorsolve_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_vander_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linalg_vector_norm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_linspace_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_log10_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_log2_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_log2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_log_normal_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_logaddexp2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_logaddexp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_logcumsumexp_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_logcumsumexp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_logdet_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_logical_not_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_logical_or_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_logical_or_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_logical_xor_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_logsumexp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_mT_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_mT_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_map_simple_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_map_triple_nested_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_masked_amax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_masked_argmin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_masked_cumsum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_masked_logaddexp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_masked_logsumexp_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_masked_mean_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_masked_median_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_masked_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_masked_normalize_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_masked_prod_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_masked_select_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_masked_softmin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_masked_sum_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_masked_var_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_matmul_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_max_binary_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_max_reduction_no_dim_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_max_reduction_with_dim_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_maximum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_mean_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_mean_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_median_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_meshgrid_list_of_tensors_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_meshgrid_list_of_tensors_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_min_reduction_no_dim_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_min_reduction_with_dim_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_mm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_mul_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_mv_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nansum_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nansum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_narrow_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_narrow_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_narrow_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_native_layer_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_ne_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_new_empty_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_new_empty_strided_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_new_empty_strided_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_new_full_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_new_full_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_new_ones_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_adaptive_avg_pool1d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_adaptive_max_pool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_avg_pool1d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_avg_pool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_batch_norm_without_cudnn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_bilinear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_binary_cross_entropy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_binary_cross_entropy_with_logits_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_conv1d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_conv2d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_conv3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_conv_transpose2d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_conv_transpose2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_conv_transpose3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_cosine_embedding_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_cosine_similarity_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_ctc_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_dropout2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_dropout3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_feature_alpha_dropout_without_train_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_gaussian_nll_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_glu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_hardsigmoid_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_instance_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_interpolate_area_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_interpolate_bicubic_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_interpolate_linear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_interpolate_nearest_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_interpolate_trilinear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_l1_loss_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_l1_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_layer_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_leaky_relu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_linear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_local_response_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_margin_ranking_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_max_pool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_max_pool3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_max_unpool1d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_max_unpool1d_grad_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_max_unpool2d_grad_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_max_unpool3d_grad_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_mish_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_multi_margin_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_multilabel_soft_margin_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_nll_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_pad_constant_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_pad_replicate_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_pad_replicate_negative_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_pairwise_distance_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_pairwise_distance_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_pdist_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_pixel_shuffle_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_relu6_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_relu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_scaled_dot_product_attention_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_silu_complex_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_smooth_l1_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_soft_margin_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_softmin_with_dtype_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_softmin_with_dtype_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_softsign_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_tanhshrink_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_tanhshrink_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_triplet_margin_loss_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_triplet_margin_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_triplet_margin_with_distance_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_unfold_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_unfold_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_upsample_bilinear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nn_functional_upsample_nearest_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nonzero_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nonzero_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_nonzero_static_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_norm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_norm_fro_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_norm_nuc_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_norm_nuc_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_normal_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_normal_in_place_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_normal_number_mean_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_ones_like_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_ormqr_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_outer_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_outer_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_pca_lowrank_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_pca_lowrank_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_permute_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_permute_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_pinverse_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_pinverse_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_polar_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_polygamma_polygamma_n_0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_polygamma_polygamma_n_4_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_positive_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_pow_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_put_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_qr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_quantile_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_rand_like_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_rand_like_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_randint_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_randint_like_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_randn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_ravel_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_reciprocal_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_renorm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_repeat_interleave_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_reshape_as_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_reshape_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_resize__cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_resize_as__cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_resolve_conj_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_rot90_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_round_decimals_0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_rsub_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_scatter_add_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_scatter_reduce_amin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_scatter_reduce_mean_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_searchsorted_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_select_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_sgn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_sigmoid_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_signal_windows_general_cosine_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_sinh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_slice_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_slice_scatter_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_softmax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_softmax_with_dtype_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_softmax_with_dtype_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_sort_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_sparse_mm_reduce_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_bessel_j0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_bessel_j1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_bessel_y0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_bessel_y1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_chebyshev_polynomial_u_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_chebyshev_polynomial_v_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_chebyshev_polynomial_w_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_erfcx_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_hermite_polynomial_h_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_i0e_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_i1e_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_log_ndtr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_modified_bessel_i0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_modified_bessel_i1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_modified_bessel_k0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_modified_bessel_k1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_ndtr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_ndtri_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_scaled_modified_bessel_k0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_scaled_modified_bessel_k1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_shifted_chebyshev_polynomial_t_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_shifted_chebyshev_polynomial_u_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_shifted_chebyshev_polynomial_w_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_xlog1py_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_special_zeta_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_split_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_split_list_args_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_split_list_args_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_split_with_sizes_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_split_with_sizes_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_sqrt_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_square_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_square_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_squeeze_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_squeeze_multiple_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_squeeze_multiple_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_stack_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_stack_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_std_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_std_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_std_mean_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_std_mean_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_std_mean_unbiased_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_std_unbiased_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_stft_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_stft_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_sum_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_sum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_sum_to_size_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_svd_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_svd_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_svd_lowrank_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_svd_lowrank_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_t_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_take_along_dim_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_take_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_tan_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_tanh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_tensor_split_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_tensor_split_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_tensordot_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_to_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_to_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_torch_ops_aten__safe_softmax_default_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_trace_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_transpose_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_tril_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_true_divide_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_unbind_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_unbind_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_unflatten_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_unflatten_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_unfold_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_unfold_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_unfold_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_unique_consecutive_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_unique_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_unsafe_chunk_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_unsafe_split_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_unsqueeze_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_var_mean_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_vdot_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_vdot_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_view_as_complex_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_view_as_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_view_as_real_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_view_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_view_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_view_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_vsplit_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_vstack_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_where_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_xlogy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_grad_zero__cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_H_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_NumpyCubeCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_NumpyMulCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_NumpyNonzeroCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_NumpySplitCopyCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_NumpySplitCopyWithIntCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_NumpyTakeCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_NumpyViewCopyCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad___getitem___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad___radd___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad___radd___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad___rdiv___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad___rdiv___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad___rmatmul___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad___rmod___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad___rmul___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad___rpow___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad___rpow___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad__chunk_cat_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad__chunk_cat_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad__unsafe_masked_index_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad__unsafe_masked_index_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad__unsafe_masked_index_put_accumulate_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad__unsafe_masked_index_put_accumulate_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_acos_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_acosh_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_acosh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_add_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_addbmm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_addcdiv_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_addcmul_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_addcmul_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_addmm_decomposed_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_addmm_decomposed_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_addr_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_addr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_alias_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_amax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_amin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_any_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_any_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_arange_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_argmax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_argmin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_argsort_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_argwhere_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_as_strided_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_as_strided_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_as_strided_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_as_strided_partial_views_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_as_strided_partial_views_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_as_strided_scatter_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_asin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_atan2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_atan_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_atanh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_atleast_2d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_atleast_2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_atleast_3d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_atleast_3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_bernoulli_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_bfloat16_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_block_diag_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_bmm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_broadcast_tensors_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_byte_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_cartesian_prod_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_cdist_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_cdouble_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_chalf_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_cholesky_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_cholesky_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_cholesky_solve_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_cholesky_solve_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_chunk_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_chunk_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_clone_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_complex_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_cond_simple_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_conj_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_conj_physical_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_contiguous_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_copysign_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_corrcoef_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_corrcoef_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_cos_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_cos_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_count_nonzero_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_cov_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_cov_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_cross_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_cross_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_cummax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_cummin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_cumprod_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_cumsum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_diag_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_diag_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_diag_embed_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_diagflat_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_diagonal_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_diagonal_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_diagonal_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_diagonal_scatter_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_diff_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_dist_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_div_floor_rounding_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_div_no_rounding_mode_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_div_trunc_rounding_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_dot_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_dsplit_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_dsplit_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_einsum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_empty_like_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_equal_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_erfc_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_exp2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_exp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_expand_as_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_expm1_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_eye_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_fft_fft2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_fft_fft_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_fft_fftshift_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_fft_hfft2_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_fft_hfft2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_fft_hfft_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_fft_ifft2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_fft_ifft_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_fft_ifftn_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_fft_ifftn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_fft_ifftshift_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_fft_ihfft_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_fft_irfft2_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_fft_irfft2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_fill_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_fill_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_flatten_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_flatten_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_flipud_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_float_power_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_floor_divide_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_fmod_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_frexp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_full_like_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_full_like_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_gather_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_geometric_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_geqrf_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_gradient_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_gradient_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_grid_sampler_2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_grid_sampler_3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_gt_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_half_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_hash_tensor_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_histc_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_hsplit_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_hsplit_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_hstack_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_hypot_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_i0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_index_add_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_index_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_index_fill_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_index_put_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_index_reduce_amax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_index_reduce_amin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_index_reduce_mean_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_index_reduce_prod_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_index_select_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_int_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_int_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_invoke_quant_packed_simple_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_invoke_quant_simple_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_isclose_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_isfinite_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_isinf_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_isneginf_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_isreal_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_jiterator_2inputs_2outputs_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_jiterator_4inputs_with_extra_args_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_jiterator_binary_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_jiterator_unary_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_kron_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_kron_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_ldexp_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_le_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_cond_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_cond_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_cross_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_cross_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_det_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_det_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_diagonal_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_diagonal_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_eig_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_eigh_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_eigvalsh_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_eigvalsh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_householder_product_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_householder_product_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_inv_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_inv_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_inv_ex_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_inv_ex_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_ldl_factor_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_ldl_factor_ex_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_ldl_factor_ex_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_ldl_solve_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_lstsq_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_lstsq_grad_oriented_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_lu_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_lu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_lu_factor_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_lu_factor_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_lu_factor_ex_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_lu_factor_ex_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_lu_solve_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_matrix_norm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_matrix_power_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_matrix_rank_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_matrix_rank_hermitian_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_multi_dot_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_norm_subgradients_at_zero_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_pinv_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_pinv_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_pinv_hermitian_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_pinv_singular_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_slogdet_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_solve_triangular_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_svd_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_svd_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_svdvals_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_svdvals_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_tensorinv_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_tensorsolve_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_vander_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_vander_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_vecdot_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linalg_vector_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_linspace_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_log10_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_log10_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_log1p_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_log2_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_log2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_log_softmax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_log_softmax_with_dtype_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_logaddexp2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_logaddexp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_logcumsumexp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_logdet_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_logdet_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_logical_and_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_logical_not_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_logical_or_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_logical_or_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_logical_xor_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_logspace_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_logspace_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_logspace_tensor_overload_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_logsumexp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_long_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_lu_solve_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_lu_solve_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_mT_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_map_simple_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_masked_amax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_masked_argmax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_masked_argmin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_masked_cumprod_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_masked_cumsum_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_masked_fill_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_masked_fill_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_masked_logaddexp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_masked_logsumexp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_masked_mean_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_masked_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_masked_normalize_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_masked_normalize_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_masked_prod_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_masked_scatter_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_masked_select_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_masked_softmax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_masked_softmin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_masked_sum_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_masked_sum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_masked_var_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_masked_var_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_matmul_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_matrix_exp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_max_reduction_no_dim_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_max_reduction_with_dim_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_mean_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_median_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_min_binary_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_mm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_movedim_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_mul_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_multinomial_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_mv_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nan_to_num_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nanquantile_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nansum_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_narrow_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_ne_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_ne_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_neg_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_neg_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_new_empty_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_new_empty_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_new_ones_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_new_ones_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_adaptive_avg_pool1d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_adaptive_max_pool3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_alpha_dropout_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_avg_pool1d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_avg_pool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_avg_pool3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_batch_norm_without_cudnn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_bilinear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_binary_cross_entropy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_celu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_channel_shuffle_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_conv1d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_conv2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_conv3d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_conv_transpose1d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_conv_transpose1d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_conv_transpose3d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_conv_transpose3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_cosine_embedding_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_dropout2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_dropout3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_feature_alpha_dropout_without_train_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_feature_alpha_dropout_without_train_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_fractional_max_pool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_gelu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_glu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_grid_sample_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_group_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_hardshrink_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_hardsigmoid_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_hinge_embedding_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_interpolate_area_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_interpolate_bicubic_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_interpolate_bilinear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_interpolate_linear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_interpolate_trilinear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_kl_div_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_l1_loss_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_l1_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_leaky_relu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_linear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_local_response_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_logsigmoid_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_max_pool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_max_unpool1d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_max_unpool1d_grad_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_max_unpool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_max_unpool2d_grad_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_mse_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_multi_head_attention_forward_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_multilabel_margin_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_multilabel_soft_margin_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_pad_circular_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_pad_circular_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_pad_replicate_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_pad_replicate_negative_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_pairwise_distance_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_pairwise_distance_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_pixel_shuffle_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_pixel_unshuffle_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_pixel_unshuffle_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_prelu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_relu6_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_smooth_l1_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_softmin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_softmin_with_dtype_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_triplet_margin_with_distance_loss_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_triplet_margin_with_distance_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_unfold_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nn_functional_upsample_bilinear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_nonzero_static_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_norm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_norm_inf_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_norm_nuc_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_norm_nuc_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_normal_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_normal_number_mean_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_ones_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_ones_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_ones_like_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_outer_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_outer_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_pca_lowrank_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_permute_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_pinverse_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_polar_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_polygamma_polygamma_n_0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_polygamma_polygamma_n_3_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_pow_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_pow_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_prod_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_put_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_quantile_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_rand_like_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_randint_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_randint_like_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_randn_like_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_randn_like_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_ravel_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_real_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_real_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_reciprocal_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_remainder_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_repeat_interleave_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_reshape_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_resize__cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_resize_as__cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_resolve_conj_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_resolve_conj_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_resolve_neg_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_roll_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_rot90_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_rot90_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_round_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_round_decimals_3_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_round_decimals_neg_3_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_rsqrt_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_rsqrt_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_rsub_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_rsub_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_scatter_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_scatter_reduce_mean_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_scatter_reduce_prod_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_scatter_reduce_sum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_searchsorted_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_select_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_sgn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_short_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_short_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_sigmoid_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_sigmoid_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_signal_windows_exponential_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_signal_windows_gaussian_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_signal_windows_general_cosine_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_signal_windows_general_hamming_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_signal_windows_hamming_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_signal_windows_hann_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_signbit_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_sin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_sinc_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_sinh_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_slice_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_slice_scatter_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_softmax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_softmax_with_dtype_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_softmax_with_dtype_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_special_bessel_j0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_special_chebyshev_polynomial_u_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_special_chebyshev_polynomial_w_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_special_entr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_special_erfcx_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_special_i0e_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_special_ndtr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_special_scaled_modified_bessel_k1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_special_shifted_chebyshev_polynomial_u_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_special_shifted_chebyshev_polynomial_v_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_special_shifted_chebyshev_polynomial_w_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_special_zeta_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_split_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_split_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_split_list_args_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_split_with_sizes_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_split_with_sizes_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_split_with_sizes_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_sqrt_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_square_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_square_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_squeeze_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_squeeze_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_squeeze_multiple_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_stack_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_std_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_std_mean_unbiased_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_std_unbiased_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_std_unbiased_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_stft_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_sub_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_svd_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_svd_lowrank_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_t_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_t_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_t_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_take_along_dim_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_take_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_take_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_tan_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_tanh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_tensor_split_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_tensordot_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_to_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_to_sparse_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_to_sparse_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_torch_ops_aten__safe_softmax_default_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_trace_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_trace_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_transpose_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_trapezoid_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_trapz_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_triu_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_true_divide_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_trunc_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_unbind_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_unbind_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_unfold_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_unfold_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_unfold_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_uniform_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_unique_consecutive_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_unique_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_unsafe_chunk_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_unsafe_split_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_unsqueeze_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_unsqueeze_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_unsqueeze_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_var_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_var_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_var_unbiased_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_var_unbiased_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_vdot_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_vdot_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_view_as_complex_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_view_as_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_view_as_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_view_as_real_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_view_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_vsplit_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_vsplit_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_vstack_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_where_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_where_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_zeros_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_gradgrad_zeros_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_NumpyCatCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_NumpyCubeCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_NumpyMulScalarCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_NumpyNMSCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_NumpyNonzeroCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_NumpySplitCopyWithIntCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_NumpyTakeCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_T_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad___getitem___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad___radd___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad___radd___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad___rmul___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad___rmul___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad___rsub___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad__chunk_cat_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad__chunk_cat_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad__native_batch_norm_legit_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad__segment_reduce_lengths_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad__softmax_backward_data_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad__unsafe_masked_index_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad__unsafe_masked_index_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad__unsafe_masked_index_put_accumulate_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_abs_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_acos_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_add_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_addcdiv_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_addcmul_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_addmm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_addmm_decomposed_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_addmm_decomposed_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_addmv_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_addr_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_alias_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_all_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_allclose_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_angle_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_any_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_arange_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_argmax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_argmin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_argsort_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_argwhere_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_as_strided_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_as_strided_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_as_strided_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_as_strided_partial_views_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_as_strided_scatter_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_as_strided_scatter_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_atan2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_atan_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_atan_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_atleast_1d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_atleast_2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_baddbmm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_bfloat16_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_block_diag_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_bmm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_broadcast_tensors_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_broadcast_to_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_broadcast_to_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_byte_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_cartesian_prod_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_cat_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_cauchy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_cdouble_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_cdouble_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_ceil_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_cfloat_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_char_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_char_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_cholesky_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_cholesky_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_cholesky_inverse_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_cholesky_inverse_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_cholesky_solve_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_chunk_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_clamp_min_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_clone_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_clone_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_column_stack_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_column_stack_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_combinations_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_complex_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_constant_pad_nd_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_constant_pad_nd_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_contiguous_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_contiguous_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_cos_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_cov_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_cov_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_cummax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_cumprod_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_cumsum_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_cumsum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_cumulative_trapezoid_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_deg2rad_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_diag_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_diag_embed_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_diagflat_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_diagonal_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_diagonal_scatter_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_diagonal_scatter_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_digamma_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_dist_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_div_no_rounding_mode_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_dot_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_dsplit_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_dstack_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_einsum_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_empty_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_empty_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_empty_like_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_empty_like_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_empty_permuted_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_empty_strided_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_empty_strided_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_eq_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_eq_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_equal_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_erfinv_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_exp2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_exp_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_expand_as_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_expand_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_expand_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_expand_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_exponential_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_eye_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_fft_fft2_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_fft_fft2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_fft_fft_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_fft_fftn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_fft_fftshift_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_fft_fftshift_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_fft_ifftshift_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_fft_ihfft2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_fft_ihfft_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_fft_irfft_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_fft_irfftn_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_fft_rfft2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_fill_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_fill_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_flatten_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_flip_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_fliplr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_float_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_floor_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_fmin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_frexp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_full_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_full_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_full_like_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_geqrf_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_gradient_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_grid_sampler_3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_half_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_hash_tensor_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_heaviside_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_histc_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_hstack_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_hypot_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_i0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_igamma_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_igammac_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_imag_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_index_add_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_index_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_index_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_index_put_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_index_put_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_index_reduce_amax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_index_reduce_mean_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_index_select_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_inner_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_inner_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_isclose_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_isin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_isnan_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_isnan_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_jiterator_2inputs_2outputs_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_jiterator_4inputs_with_extra_args_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_jiterator_4inputs_with_extra_args_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_jiterator_binary_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_jiterator_binary_return_by_ref_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_jiterator_unary_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_kron_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_kthvalue_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_lerp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_lgamma_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_cholesky_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_cholesky_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_cholesky_ex_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_cond_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_cross_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_cross_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_det_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_det_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_diagonal_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_diagonal_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_eig_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_eig_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_eigh_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_householder_product_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_inv_ex_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_ldl_solve_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_lstsq_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_lstsq_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_lstsq_grad_oriented_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_lstsq_grad_oriented_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_lu_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_lu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_lu_factor_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_lu_factor_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_lu_factor_ex_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_lu_factor_ex_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_matrix_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_matrix_power_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_matrix_rank_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_matrix_rank_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_matrix_rank_hermitian_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_norm_subgradients_at_zero_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_norm_subgradients_at_zero_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_pinv_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_pinv_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_pinv_hermitian_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_pinv_hermitian_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_pinv_singular_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_pinv_singular_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_qr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_solve_ex_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_solve_ex_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_solve_triangular_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_svd_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_svdvals_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_tensorinv_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_vander_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_vecdot_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_vecdot_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linalg_vector_norm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linspace_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linspace_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_linspace_tensor_overload_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_log10_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_log1p_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_log1p_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_log_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_log_softmax_with_dtype_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_logaddexp2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_logaddexp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_logcumsumexp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_logical_and_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_logical_and_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_logical_or_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_logical_or_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_logical_xor_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_logit_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_logspace_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_logspace_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_long_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_long_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_lt_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_lu_solve_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_mH_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_mT_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_masked_amax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_masked_amin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_masked_argmax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_masked_argmin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_masked_cumprod_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_masked_cumsum_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_masked_log_softmax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_masked_logaddexp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_masked_median_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_masked_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_masked_prod_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_masked_scatter_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_masked_softmax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_masked_softmin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_masked_std_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_masked_std_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_masked_sum_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_matmul_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_matmul_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_max_pool2d_with_indices_backward_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_max_reduction_with_dim_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_median_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_meshgrid_variadic_tensors_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_meshgrid_variadic_tensors_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_min_binary_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_min_reduction_no_dim_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_mm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_movedim_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_multinomial_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_mv_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nanmedian_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nansum_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nansum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_narrow_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_native_dropout_backward_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_neg_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_neg_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_new_empty_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_new_empty_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_new_empty_strided_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_new_zeros_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_adaptive_avg_pool3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_adaptive_max_pool1d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_adaptive_max_pool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_adaptive_max_pool3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_alpha_dropout_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_avg_pool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_avg_pool3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_batch_norm_without_cudnn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_bilinear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_binary_cross_entropy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_binary_cross_entropy_with_logits_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_conv1d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_conv1d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_conv2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_conv_transpose2d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_conv_transpose2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_conv_transpose3d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_cosine_similarity_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_dropout3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_dropout_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_feature_alpha_dropout_with_train_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_fractional_max_pool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_fractional_max_pool3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_gaussian_nll_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_gelu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_glu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_group_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_hardshrink_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_hardsigmoid_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_hinge_embedding_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_interpolate_bicubic_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_interpolate_nearest-exact_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_interpolate_nearest_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_interpolate_trilinear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_kl_div_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_l1_loss_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_l1_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_linear_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_logsigmoid_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_margin_ranking_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_max_pool1d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_max_pool3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_max_unpool1d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_max_unpool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_max_unpool2d_grad_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_max_unpool3d_grad_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_mish_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_multi_margin_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_multilabel_margin_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_nll_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_normalize_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_pad_circular_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_pad_circular_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_pad_constant_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_pad_reflect_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_pad_reflect_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_pad_replicate_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_pad_replicate_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_pairwise_distance_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_pixel_shuffle_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_pixel_unshuffle_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_poisson_nll_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_relu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_rms_norm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_scaled_dot_product_attention_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_selu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_silu_complex_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_smooth_l1_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_softmin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_softmin_with_dtype_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_softplus_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_softshrink_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_tanhshrink_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_threshold_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_triplet_margin_with_distance_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nn_functional_unfold_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nonzero_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_nonzero_static_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_norm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_norm_fro_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_norm_fro_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_norm_inf_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_norm_nuc_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_norm_nuc_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_normal_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_normal_in_place_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_normal_in_place_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_normal_number_mean_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_ones_like_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_ormqr_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_permute_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_permute_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_polygamma_polygamma_n_0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_polygamma_polygamma_n_2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_polygamma_polygamma_n_3_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_pow_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_prod_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_prod_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_put_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_qr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_quantile_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_randint_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_randint_like_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_randn_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_randn_like_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_real_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_real_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_reciprocal_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_remainder_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_repeat_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_repeat_interleave_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_reshape_as_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_reshape_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_resize__cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_resolve_neg_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_round_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_round_decimals_0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_round_decimals_3_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_round_decimals_neg_3_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_rsqrt_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_scatter_add_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_scatter_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_scatter_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_scatter_reduce_amax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_scatter_reduce_mean_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_scatter_reduce_prod_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_scatter_reduce_sum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_searchsorted_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_select_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_select_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_select_scatter_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_sgn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_short_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_sigmoid_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_signal_windows_exponential_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_signal_windows_general_cosine_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_signal_windows_general_hamming_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_signal_windows_kaiser_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_signal_windows_nuttall_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_sin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_sinh_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_sinh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_softmax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_softmax_with_dtype_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_special_airy_ai_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_special_bessel_y1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_special_chebyshev_polynomial_w_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_special_erfcx_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_special_hermite_polynomial_h_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_special_hermite_polynomial_he_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_special_i1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_special_legendre_polynomial_p_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_special_modified_bessel_i0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_special_modified_bessel_i1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_special_ndtr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_special_ndtri_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_special_scaled_modified_bessel_k0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_special_shifted_chebyshev_polynomial_v_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_special_shifted_chebyshev_polynomial_w_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_special_spherical_bessel_j0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_special_xlog1py_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_special_zeta_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_split_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_split_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_split_list_args_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_split_with_sizes_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_split_with_sizes_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_sqrt_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_square_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_squeeze_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_squeeze_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_squeeze_multiple_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_squeeze_multiple_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_stack_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_stack_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_std_mean_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_std_mean_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_std_mean_unbiased_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_std_unbiased_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_sub_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_sub_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_sum_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_sum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_sum_to_size_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_sum_to_size_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_svd_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_svd_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_svd_lowrank_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_t_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_t_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_take_along_dim_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_take_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_tan_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_tanh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_tensor_split_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_tensordot_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_tile_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_tile_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_to_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_to_sparse_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_to_sparse_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_trace_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_transpose_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_trapezoid_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_trapezoid_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_trapz_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_triangular_solve_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_tril_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_unbind_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_unbind_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_unbind_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_unbind_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_unflatten_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_unflatten_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_unfold_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_unfold_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_uniform_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_uniform_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_unsafe_chunk_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_unsafe_chunk_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_unsqueeze_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_var_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_var_mean_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_var_mean_unbiased_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_vdot_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_view_as_complex_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_view_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_view_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_view_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_vsplit_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_xlogy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_zero__cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_grad_zeros_like_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_T_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad___getitem___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad___radd___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad___rdiv___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad___rmatmul___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad___rmul___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad___rmul___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad__chunk_cat_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad__native_batch_norm_legit_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad__segment_reduce_offsets_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad__softmax_backward_data_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad__unsafe_masked_index_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad__unsafe_masked_index_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad__unsafe_masked_index_put_accumulate_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad__unsafe_masked_index_put_accumulate_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad__upsample_bilinear2d_aa_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_acosh_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_acosh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_add_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_addbmm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_addcdiv_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_addcdiv_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_addcmul_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_addmm_decomposed_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_addmv_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_addmv_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_alias_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_allclose_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_amax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_arange_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_argmin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_argwhere_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_argwhere_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_as_strided_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_as_strided_partial_views_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_as_strided_scatter_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_asin_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_asinh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_atan2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_atan_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_atanh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_atleast_1d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_baddbmm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_bernoulli_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_bfloat16_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_block_diag_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_bool_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_bool_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_broadcast_tensors_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_broadcast_tensors_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_cartesian_prod_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_cat_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_cat_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_cauchy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_cdist_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_cdouble_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_cdouble_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_cfloat_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_cfloat_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_chalf_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_char_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_cholesky_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_cholesky_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_cholesky_inverse_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_cholesky_solve_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_chunk_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_clamp_max_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_clamp_min_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_clone_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_clone_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_column_stack_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_column_stack_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_combinations_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_complex_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_conj_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_conj_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_conj_physical_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_constant_pad_nd_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_contiguous_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_copysign_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_corrcoef_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_corrcoef_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_cos_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_cosh_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_cosh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_count_nonzero_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_count_nonzero_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_cov_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_cross_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_cummax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_cummin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_cumsum_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_cumulative_trapezoid_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_diag_embed_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_diag_embed_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_diagonal_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_diagonal_scatter_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_diff_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_dist_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_div_floor_rounding_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_div_no_rounding_mode_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_div_no_rounding_mode_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_div_trunc_rounding_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_double_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_dsplit_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_dsplit_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_dstack_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_einsum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_empty_like_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_empty_permuted_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_empty_strided_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_erf_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_erfinv_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_exp_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_exp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_expand_as_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_expand_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_expand_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_expand_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_expm1_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_exponential_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_eye_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_eye_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_fft_fft2_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_fft_fft_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_fft_fftn_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_fft_fftn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_fft_fftshift_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_fft_hfft2_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_fft_hfft2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_fft_hfft_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_fft_hfftn_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_fft_ifft2_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_fft_ifft2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_fft_ifftn_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_fft_ifftn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_fft_ihfft_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_fft_ihfftn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_fft_irfft2_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_flip_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_fliplr_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_fliplr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_flipud_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_flipud_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_float_power_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_fmin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_fmod_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_frexp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_full_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_gather_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_geometric_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_geqrf_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_gradient_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_grid_sampler_2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_gt_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_half_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_hash_tensor_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_histc_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_hsplit_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_hstack_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_i0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_igammac_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_imag_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_index_add_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_index_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_index_reduce_amax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_index_reduce_amin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_inner_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_inner_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_int_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_isclose_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_isfinite_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_isnan_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_isnan_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_isneginf_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_item_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_item_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_jiterator_2inputs_2outputs_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_jiterator_4inputs_with_extra_args_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_jiterator_binary_return_by_ref_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_jiterator_binary_return_by_ref_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_jiterator_unary_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_kron_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_kron_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_ldexp_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_ldexp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_le_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_lerp_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_cholesky_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_cholesky_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_cholesky_ex_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_cond_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_cond_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_cross_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_diagonal_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_eigvals_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_eigvalsh_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_eigvalsh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_householder_product_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_householder_product_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_ldl_factor_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_ldl_factor_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_ldl_factor_ex_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_lstsq_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_lstsq_grad_oriented_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_lu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_lu_factor_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_lu_factor_ex_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_lu_solve_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_lu_solve_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_matrix_rank_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_matrix_rank_hermitian_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_multi_dot_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_norm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_pinv_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_pinv_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_pinv_singular_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_qr_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_qr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_slogdet_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_solve_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_solve_ex_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_solve_ex_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_svd_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_svdvals_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_tensorsolve_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_vander_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_vecdot_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_vecdot_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_vector_norm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linalg_vector_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linspace_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_linspace_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_log10_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_log10_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_log1p_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_log2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_log_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_log_normal_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_log_softmax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_log_softmax_with_dtype_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_log_softmax_with_dtype_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_logaddexp2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_logdet_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_logical_and_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_logical_and_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_logical_xor_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_logit_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_logspace_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_logspace_tensor_overload_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_logsumexp_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_logsumexp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_long_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_long_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_lu_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_lu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_lu_solve_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_lu_unpack_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_mT_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_masked_argmin_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_masked_fill_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_masked_mean_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_masked_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_masked_prod_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_masked_prod_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_masked_scatter_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_masked_select_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_masked_select_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_masked_softmax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_masked_std_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_masked_var_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_matrix_exp_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_max_binary_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_max_reduction_with_dim_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_maximum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_median_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_meshgrid_list_of_tensors_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_meshgrid_list_of_tensors_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_meshgrid_variadic_tensors_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_meshgrid_variadic_tensors_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_min_binary_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_min_reduction_with_dim_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_movedim_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_mul_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_multinomial_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nanquantile_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nansum_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_narrow_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_narrow_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_narrow_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_narrow_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_native_batch_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_neg_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_new_empty_strided_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_new_empty_strided_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_new_full_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_new_full_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_new_zeros_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_adaptive_avg_pool1d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_adaptive_avg_pool3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_avg_pool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_avg_pool3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_binary_cross_entropy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_celu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_channel_shuffle_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_conv1d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_conv2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_conv3d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_conv3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_conv_transpose1d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_conv_transpose2d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_conv_transpose3d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_cosine_similarity_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_dropout2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_dropout_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_embedding_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_feature_alpha_dropout_with_train_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_feature_alpha_dropout_without_train_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_fractional_max_pool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_gelu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_grid_sample_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_group_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_hardshrink_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_hardswish_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_hinge_embedding_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_huber_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_interpolate_bicubic_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_interpolate_bilinear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_interpolate_nearest-exact_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_interpolate_nearest_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_interpolate_trilinear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_kl_div_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_layer_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_leaky_relu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_linear_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_linear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_max_pool1d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_max_pool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_max_pool3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_max_unpool1d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_max_unpool1d_grad_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_max_unpool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_max_unpool2d_grad_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_max_unpool3d_grad_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_mish_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_multi_head_attention_forward_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_nll_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_normalize_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_normalize_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pad_circular_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pad_constant_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pad_constant_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pad_replicate_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pad_replicate_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pad_replicate_negative_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pad_replicate_negative_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pairwise_distance_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pairwise_distance_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pdist_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pixel_shuffle_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pixel_shuffle_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pixel_unshuffle_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pixel_unshuffle_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_poisson_nll_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_prelu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_relu6_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_relu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_selu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_silu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_smooth_l1_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_soft_margin_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_softmin_with_dtype_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_softmin_with_dtype_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_softplus_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_softshrink_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_softsign_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_tanhshrink_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_triplet_margin_loss_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_triplet_margin_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_triplet_margin_with_distance_loss_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_triplet_margin_with_distance_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_unfold_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_upsample_bilinear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nonzero_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nonzero_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nonzero_static_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_norm_fro_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_norm_nuc_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_norm_nuc_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_ones_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_ormqr_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_ormqr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_outer_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_permute_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_pinverse_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_polar_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_polygamma_polygamma_n_0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_polygamma_polygamma_n_2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_polygamma_polygamma_n_3_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_polygamma_polygamma_n_4_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_positive_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_positive_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_pow_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_pow_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_prod_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_put_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_qr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_quantile_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_rad2deg_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_rand_like_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_randn_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_randn_like_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_ravel_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_real_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_real_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_reciprocal_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_renorm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_renorm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_repeat_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_repeat_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_repeat_interleave_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_reshape_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_reshape_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_resize_as__cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_resolve_neg_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_roll_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_rot90_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_round_decimals_3_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_round_decimals_neg_3_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_rsub_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_scalar_tensor_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_scatter_add_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_scatter_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_scatter_reduce_amax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_scatter_reduce_mean_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_scatter_reduce_prod_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_searchsorted_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_select_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_select_scatter_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_sgn_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_short_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_sigmoid_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_signal_windows_exponential_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_signal_windows_general_hamming_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_signal_windows_hamming_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_sinh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_slice_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_softmax_with_dtype_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_bessel_y0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_chebyshev_polynomial_t_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_chebyshev_polynomial_u_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_chebyshev_polynomial_w_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_entr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_hermite_polynomial_he_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_i1e_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_log_ndtr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_modified_bessel_i0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_modified_bessel_i1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_modified_bessel_k1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_ndtr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_ndtri_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_scaled_modified_bessel_k0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_shifted_chebyshev_polynomial_t_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_shifted_chebyshev_polynomial_w_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_xlog1py_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_zeta_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_split_list_args_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_split_with_sizes_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_square_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_squeeze_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_squeeze_multiple_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_stack_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_stack_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_std_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_std_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_std_mean_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_std_mean_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_std_mean_unbiased_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_std_mean_unbiased_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_stft_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_sub_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_sum_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_svd_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_svd_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_take_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_take_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_tan_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_tan_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_tensor_split_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_tensor_split_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_tensordot_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_tile_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_to_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_topk_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_torch_ops_aten__safe_softmax_default_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_transpose_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_transpose_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_transpose_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_trapezoid_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_triangular_solve_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_tril_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_triu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_trunc_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unbind_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unbind_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unflatten_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unfold_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unfold_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unique_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unsqueeze_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_var_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_var_mean_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_var_mean_unbiased_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_var_mean_unbiased_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_var_unbiased_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_view_as_real_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_view_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_vsplit_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_vstack_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_vstack_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_where_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_where_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_xlogy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_zero__cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_zeros_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_zeros_like_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_zeros_like_cuda_float64 2025-08-26T22:56:07.1259171Z 2025-08-26T22:56:07.1259290Z Running test_unary_ufuncs 1/1 ... [2025-08-26 22:56:07.059624] 2025-08-26T22:56:07.1259450Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T22:56:07.1264957Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_unary_ufuncs.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 22:56:07.059843] 2025-08-26T23:04:56.7142924Z 2025-08-26T23:04:56.7143762Z test_unary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_unary_ufuncs_1.1_ba5aaa7ab12e28cb_.log 2025-08-26T23:04:57.0798147Z Running 25072 items in this shard: test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_angle_complex_to_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_angle_complex_to_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_big_number_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_signed_zero_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_signed_zero_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_zero_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_zero_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_complex_edge_values_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs__conversions_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_multigammaln_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs__conversions_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs__conversions_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_digamma_special_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_digamma_special_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_slow_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_frexp_assert_raises_cuda, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_edge_cases_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_edge_cases_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_edge_cases_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_backward_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_backward_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_backward_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardswish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardswish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardswish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_special_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_special_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_special_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_special_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igamma_common_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igamma_common_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igamma_edge_cases_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igamma_edge_cases_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igammac_common_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igammac_common_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igammac_edge_cases_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igammac_edge_cases_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_log1p_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_log1p_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_bfloat16_cuda, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_narrow_dtypes_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_narrow_dtypes_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_multigammaln_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs__conversions_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_multigammaln_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs__conversions_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_multigammaln_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nonzero_empty_cuda, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nonzero_large_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nonzero_static_cuda, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nonzero_static_large_cuda, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_op_invert_cuda, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_polygamma_neg_cuda, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_multigammaln_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_multigammaln_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_i0_i1_vs_scipy_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_i0_i1_vs_scipy_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_i0_i1_vs_scipy_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_i0_i1_vs_scipy_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_log_ndtr_vs_scipy_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_log_ndtr_vs_scipy_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_ndtr_vs_scipy_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_ndtr_vs_scipy_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_unary_out_op_mem_overlap_cuda_float64 2025-08-26T23:04:57.4078171Z 2025-08-26T23:04:57.4078303Z Running test_mkldnn 1/1 ... [2025-08-26 23:04:56.755804] 2025-08-26T23:04:57.4078483Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:04:57.4078871Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_mkldnn.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:04:56.756268] 2025-08-26T23:04:59.4818775Z 2025-08-26T23:04:59.4819668Z test_mkldnn 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkldnn_1.1_05103ce0863487e9_.log 2025-08-26T23:04:59.4820434Z Running 0 items in this shard: 2025-08-26T23:04:59.4820513Z 2025-08-26T23:04:59.4821736Z Running torch_np/numpy_tests/core/test_dtype 1/1 ... [2025-08-26 23:04:59.481804] 2025-08-26T23:04:59.4821932Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:04:59.4830828Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/numpy_tests/core/test_dtype.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:04:59.482032] 2025-08-26T23:05:02.1021754Z 2025-08-26T23:05:02.1023426Z torch_np/numpy_tests/core/test_dtype 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_dtype_1.1_ab69b3cced519d59_.log 2025-08-26T23:05:02.1044499Z Running 102 items in this shard: test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_equivalent_dtype_hashing, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_invalid_types, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Bool, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Bytes0, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Complex128, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Complex32, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Complex64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Datetime64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Float128, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Float16, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Float32, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Float64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Int16, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Int32, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Int64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Int8, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Object0, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Str0, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Timedelta64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_UInt16, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_UInt32, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_UInt64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_UInt8, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Uint32, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Uint64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Void0, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_richcompare_invalid_dtype_comparison_operation0, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_richcompare_invalid_dtype_comparison_operation1, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_richcompare_invalid_dtype_comparison_operation2, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_richcompare_invalid_dtype_comparison_operation3, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_richcompare_invalid_dtype_equality, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_run_t0, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_run_t1, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_run_t2, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_run_t3, test/torch_np/numpy_tests/core/test_dtype.py::TestDtypeAttributeDeletion::test_dtype_non_writable_attributes_deletion, test/torch_np/numpy_tests/core/test_dtype.py::TestDtypeAttributeDeletion::test_dtype_writable_attributes_deletion, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_builtin_t0, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_builtin_t1, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_builtin_t2, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_builtin_t3, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_builtin_t4, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_DType11, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_bool__10, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_complex128_4, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_complex64_3, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_float16_0, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_float32_1, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_float64_2, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_int16_7, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_int32_8, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_int64_9, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_int8_6, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_uint8_5, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_other_value_based_complex64_complex64_None, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_other_value_based_float16_complex64_None, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_other_value_based_float32_complex64_None, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_other_value_based_other_4294967295_expected1_expected_weak1, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_other_value_based_other_65535_expected0_expected_weak0, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other0_expected0, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other1_expected1, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other2_expected2, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other3_expected3, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other4_expected4, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other5_expected5, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other6_expected6, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes0_expected0, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes1_expected1, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes2_expected2, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes3_expected3, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes4_expected4, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes5_expected5, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes6_expected6, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes7_expected7, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes8_expected8, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes9_expected9, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_python_integer_promotion_val_18446744073709551616, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_python_integer_promotion_val_2, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_python_integer_promotion_val_200, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_python_integer_promotion_val_4294967296, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_python_integer_promotion_val_9223372036854775808, test/torch_np/numpy_tests/core/test_dtype.py::TestMisc::test_dtypes_are_true, test/torch_np/numpy_tests/core/test_dtype.py::TestMisc::test_keyword_argument, test/torch_np/numpy_tests/core/test_dtype.py::TestFromDTypeAttribute::test_recursion, test/torch_np/numpy_tests/core/test_dtype.py::TestFromDTypeAttribute::test_simple, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_?, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_B, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_D, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_F, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_b, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_d, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_e, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_f, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_h, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_i, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_l, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_subscript_scalar, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_subscript_tuple_arg_len_0, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_subscript_tuple_arg_len_1, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_subscript_tuple_arg_len_2, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_subscript_tuple_arg_len_3 2025-08-26T23:05:02.1058780Z 2025-08-26T23:05:02.1065645Z Running torch_np/numpy_tests/core/test_einsum 1/1 ... [2025-08-26 23:05:02.102149] 2025-08-26T23:05:02.1065851Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:05:02.1066347Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/numpy_tests/core/test_einsum.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:05:02.102384] 2025-08-26T23:05:08.8925419Z 2025-08-26T23:05:08.8926769Z torch_np/numpy_tests/core/test_einsum 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_einsum_1.1_0798bb75dc91e723_.log 2025-08-26T23:05:08.8934626Z Running 50 items in this shard: test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_broadcasting_dot_cases, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_collapse, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_combined_views_mapping, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_complex, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_B, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_D, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_F, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_b, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_d, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_e, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_f, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_h, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_i, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_l, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_edge_cases, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_all_contig_non_contig_output, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_broadcast, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_errors, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_failed_on_p9_and_s390x, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_fixed_collapsingbug, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_fixedstridebug, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_misc, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_cfloat128, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_cfloat64, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_float16, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_float32, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_float64, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_int16, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_int32, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_int64, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_int8, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_uint8, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_views, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_expand, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_hadamard_like_products, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_index_transformations, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_inner_product, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_out_is_res, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_output_order, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_random_cases, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_small_boolean_arrays, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_subscript_range, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsumPath::test_edge_paths, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsumPath::test_long_paths, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsumPath::test_memory_contraints, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsumPath::test_path_type_input, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsumPath::test_path_type_input_internal_trace, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsumPath::test_path_type_input_invalid, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsumPath::test_spaces, test/torch_np/numpy_tests/core/test_einsum.py::TestMisc::test_overlap 2025-08-26T23:05:08.8941097Z 2025-08-26T23:05:08.8941240Z Running torch_np/numpy_tests/core/test_indexing 1/1 ... [2025-08-26 23:05:08.892306] 2025-08-26T23:05:08.8941435Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:05:08.8946762Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/numpy_tests/core/test_indexing.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:05:08.892515] 2025-08-26T23:05:11.4140280Z 2025-08-26T23:05:11.4141221Z torch_np/numpy_tests/core/test_indexing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_indexing_1.1_6d5871f033744eac_.log 2025-08-26T23:05:11.4152204Z Running 67 items in this shard: test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_assignment_value_mismatch, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_indexing_list, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_indexing_onedim, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_indexing_twodim, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_shape_mismatch, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_broaderrors_indexing, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_broken_sequence_not_nd_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_ellipsis_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_ellipsis_index_2, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_empty_fancy_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_empty_tuple_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_everything_returns_views, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_index_no_array_to_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_index_no_floats, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_indexing_array_negative_strides, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_indexing_array_weird_strides, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_memory_order, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_none_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_nontuple_ndindex, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_reverse_strides_and_subspace_bufferinit, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_reversed_strides_result_allocation, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_same_kind_index_casting, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_scalar_array_bool, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_single_bool_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_single_int_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_slicing_no_floats, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_small_regressions, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index2_num_32_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index2_num_32_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index2_num_40_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index2_num_40_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_False_num_32_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_False_num_32_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_False_num_40_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_False_num_40_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_True_num_32_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_True_num_32_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_True_num_40_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_True_num_40_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_fancy_indices_special_case, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_trivial_fancy_not_possible, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_trivial_fancy_out_of_bounds, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_tuple_subclass, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_uncontiguous_subspace_assignment, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_broadcast_error_reports_correct_shape_index0, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_broadcast_error_reports_correct_shape_index1, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_broadcast_error_reports_correct_shape_index2, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_broadcast_subspace, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_index_is_larger, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_prepend_not_one, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_prepending_ones, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_simple_broadcasting_errors, test/torch_np/numpy_tests/core/test_indexing.py::TestFancyIndexingCast::test_boolean_index_cast_assign, test/torch_np/numpy_tests/core/test_indexing.py::TestMultiIndexingAutomated::test_1d, test/torch_np/numpy_tests/core/test_indexing.py::TestMultiIndexingAutomated::test_boolean, test/torch_np/numpy_tests/core/test_indexing.py::TestMultiIndexingAutomated::test_multidim, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_non_integer_argument_errors, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_non_integer_sequence_multiplication, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_reduce_axis_float_index, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_valid_indexing, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_valid_slicing, test/torch_np/numpy_tests/core/test_indexing.py::TestBooleanIndexing::test_bool_as_int_argument_errors, test/torch_np/numpy_tests/core/test_indexing.py::TestBooleanIndexing::test_boolean_indexing_fast_path, test/torch_np/numpy_tests/core/test_indexing.py::TestBooleanIndexing::test_boolean_indexing_weirdness, test/torch_np/numpy_tests/core/test_indexing.py::TestArrayToIndexDeprecation::test_array_to_index_error, test/torch_np/numpy_tests/core/test_indexing.py::TestNonIntegerArrayLike::test_basic, test/torch_np/numpy_tests/core/test_indexing.py::TestMultipleEllipsisError::test_basic 2025-08-26T23:05:11.4161851Z 2025-08-26T23:05:11.4161962Z Running torch_np/numpy_tests/core/test_numeric 1/1 ... [2025-08-26 23:05:11.414056] 2025-08-26T23:05:11.4162150Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:05:11.4167405Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/numpy_tests/core/test_numeric.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:05:11.414277] 2025-08-26T23:05:15.6490630Z 2025-08-26T23:05:15.6491657Z torch_np/numpy_tests/core/test_numeric 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_numeric_1.1_82b75ffdc6c4e638_.log 2025-08-26T23:05:15.6523696Z Running 273 items in this shard: test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_copies, test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_negative_resize, test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_repeats, test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_reshape_from_zero, test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_zeroresize, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_choose, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_clip, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_compress, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_count_nonzero, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_cumproduct, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_diagonal, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_accuracy, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype2, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype3, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype4, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype5, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype6, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype7, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_edgecases_val_2147483647_ndigits_-1, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_edgecases_val_2147483647_ndigits_-10, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_edgecases_val_2147483647_ndigits_-9, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_mean, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_prod, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_ptp, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_ravel, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_repeat, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_reshape, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_round, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_round_2, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_round_py_consistency, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_searchsorted, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_size, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_squeeze, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_std, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_sum, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_swapaxes, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_take, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_trace, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_transpose, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_var, test/torch_np/numpy_tests/core/test_numeric.py::TestIsscalar::test_isscalar, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_and_eq, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_and_is, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_or_eq, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_or_is, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_xor_eq, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_xor_is, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_logical, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolArray::test_all_any, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolArray::test_logical_and_or_xor, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolArray::test_logical_not_abs, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolCmp::test_double, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolCmp::test_float, test/torch_np/numpy_tests/core/test_numeric.py::TestSeterr::test_default, test/torch_np/numpy_tests/core/test_numeric.py::TestSeterr::test_divide_err, test/torch_np/numpy_tests/core/test_numeric.py::TestSeterr::test_errobj, test/torch_np/numpy_tests/core/test_numeric.py::TestSeterr::test_set, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_D, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_F, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_d, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_e, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_f, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_warnings, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_can_cast, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_can_cast_2, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_can_cast_values, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_coercion, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_coercion_2, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_promote_types_endian, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_result_type, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_tesult_type_2, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_2592_dtype0_count_10_error_index_5, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_2592_dtype0_count_10_error_index_9, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_empty_result, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_failed_itemsetting, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_lengths, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_too_few_items, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_types, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_values, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_?, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_B, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_D, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_F, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_b, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_d, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_e, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_f, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_h, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_i, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_l, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_list, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_countnonzero_axis_empty, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_countnonzero_keepdims, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_onedim, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_onedim_differs, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_trivial, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_trivial_differs, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_twodim, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_zerod, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_zerod_differs, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_sparse, test/torch_np/numpy_tests/core/test_numeric.py::TestIndex::test_boolean, test/torch_np/numpy_tests/core/test_numeric.py::TestIndex::test_boolean_edgecase, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_large_neg_int64, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_neg_width_boundaries, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_negative, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_positive, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_sufficient_width, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_zero, test/torch_np/numpy_tests/core/test_numeric.py::TestBaseRepr::test_base3, test/torch_np/numpy_tests/core/test_numeric.py::TestBaseRepr::test_base_range, test/torch_np/numpy_tests/core/test_numeric.py::TestBaseRepr::test_negative, test/torch_np/numpy_tests/core/test_numeric.py::TestBaseRepr::test_positive, test/torch_np/numpy_tests/core/test_numeric.py::TestArrayComparisons::test_array_equal, test/torch_np/numpy_tests/core/test_numeric.py::TestArrayComparisons::test_array_equal_equal_nan, test/torch_np/numpy_tests/core/test_numeric.py::TestArrayComparisons::test_array_equiv, test/torch_np/numpy_tests/core/test_numeric.py::TestArrayComparisons::test_none_compares_elementwise, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_array_double, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_complex, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_func_takes_out, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_inplace_array, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_inplace_simple, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_nan, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_non_contig, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_property, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_scalar_nan_propagation_arr0_amin0_amax0, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_value_min_max_flip_amin2_amax2, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_value_min_max_flip_amin_1_amax1, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_value_min_max_flip_amin_1_amax_0, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_array_int32, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_array_outint32, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_memory_overlap, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_simple, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_simple2, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_simple_int32, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_transposed, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_noncontig_inplace, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_2_dtype_D, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_2_dtype_F, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_2_dtype_e, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_?, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_B, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_b, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_d, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_f, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_h, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_i, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_l, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_complex, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_double, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_inplace_01, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_inplace_02, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int32_inout_casting0, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int32_inout_casting_unsafe, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int32_out, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int64_inout, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int64_out, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_nonnative, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_out, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_01, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_02, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_03, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_04, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_05, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_06, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_07, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_08, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_09, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_10, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_11, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_12, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_equalnan, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_ip_allclose, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_ip_not_allclose, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_min_int, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_no_parameter_modification, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_equal_nan, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_ip_all_isclose, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_ip_isclose, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_ip_isclose_allclose, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_ip_none_isclose, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_no_parameter_modification, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_non_finite_scalar, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_scalar_return, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_basic, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_ddof1, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_ddof2, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_out_scalar, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_scalars, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVarComplex::test_basic, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVarComplex::test_scalars, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_empty, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_for_reference_leak, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_full, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_ones, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_zeros, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc0_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc0_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc1_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc1_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc2_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc2_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc3_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc3_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_empty_like, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_filled_like, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_ones_like, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_zeros_like, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_complex, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_float, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_mode, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_no_overwrite, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_zero_size, test/torch_np/numpy_tests/core/test_numeric.py::TestConvolve::test_mode, test/torch_np/numpy_tests/core/test_numeric.py::TestConvolve::test_no_overwrite, test/torch_np/numpy_tests/core/test_numeric.py::TestConvolve::test_numpy_doc_examples, test/torch_np/numpy_tests/core/test_numeric.py::TestConvolve::test_object, test/torch_np/numpy_tests/core/test_numeric.py::TestDtypePositional::test_dtype_positional, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_2D, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_list, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_nd_nd_0, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_nd_nd_1, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_nd_nd_2, test/torch_np/numpy_tests/core/test_numeric.py::TestStringFunction::test_set_string_function, test/torch_np/numpy_tests/core/test_numeric.py::TestRoll::test_roll1d, test/torch_np/numpy_tests/core/test_numeric.py::TestRoll::test_roll2d, test/torch_np/numpy_tests/core/test_numeric.py::TestRoll::test_roll_empty, test/torch_np/numpy_tests/core/test_numeric.py::TestRollaxis::test_exceptions, test/torch_np/numpy_tests/core/test_numeric.py::TestRollaxis::test_results, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_errors, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_move_multiples, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_move_new_position, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_move_to_end, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_preserve_order, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_2x2, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_2x3, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_3x3, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_broadcasting, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_broadcasting_shapes, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_uint8_int32_mixed_dtypes, test/torch_np/numpy_tests/core/test_numeric.py::TestOuterMisc::test_outer_out_param, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype0_dims0, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype0_dims1, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype0_dims2, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype1_dims0, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype1_dims1, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype1_dims2, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype2_dims0, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype2_dims1, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype2_dims2, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype3_dims0, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype3_dims1, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype3_dims2, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_scalar_input, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_simple, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_single_input, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_sparse, test/torch_np/numpy_tests/core/test_numeric.py::TestRequire::test_C_and_F_simul, test/torch_np/numpy_tests/core/test_numeric.py::TestRequire::test_non_array_input, test/torch_np/numpy_tests/core/test_numeric.py::TestRequire::test_require_each, test/torch_np/numpy_tests/core/test_numeric.py::TestRequire::test_unknown_requirement, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_broadcast_error_kwargs, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_broadcast_in_args, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_broadcast_single_arg, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_number_of_arguments, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_shape_mismatch_error_message, test/torch_np/numpy_tests/core/test_numeric.py::TestTensordot::test_zero_dimension, test/torch_np/numpy_tests/core/test_numeric.py::TestTensordot::test_zero_dimension_einsum, test/torch_np/numpy_tests/core/test_numeric.py::TestTensordot::test_zero_dimensional 2025-08-26T23:05:15.6561267Z 2025-08-26T23:05:15.6561382Z Running torch_np/numpy_tests/core/test_shape_base 1/1 ... [2025-08-26 23:05:15.648850] 2025-08-26T23:05:15.6561579Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:05:15.6561993Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/numpy_tests/core/test_shape_base.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:05:15.649158] 2025-08-26T23:05:18.7797957Z 2025-08-26T23:05:18.7800009Z torch_np/numpy_tests/core/test_shape_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_shape_base_1.1_9f773df22dd32ed2_.log 2025-08-26T23:05:18.7825786Z Running 119 items in this shard: test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast1d::test_0D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast1d::test_1D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast1d::test_2D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast1d::test_3D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast1d::test_r1array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast2d::test_0D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast2d::test_1D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast2d::test_2D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast2d::test_3D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast2d::test_r2array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast3d::test_0D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast3d::test_1D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast3d::test_2D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestAtleast3d::test_3D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestHstack::test_0D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestHstack::test_1D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestHstack::test_2D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestHstack::test_casting_and_dtype, test/torch_np/numpy_tests/core/test_shape_base.py::TestHstack::test_casting_and_dtype_type_error, test/torch_np/numpy_tests/core/test_shape_base.py::TestHstack::test_empty_input, test/torch_np/numpy_tests/core/test_shape_base.py::TestHstack::test_generator, test/torch_np/numpy_tests/core/test_shape_base.py::TestHstack::test_non_iterable, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_0D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_1D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_2D_array, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_2D_array2, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_casting_and_dtype, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_casting_and_dtype_type_error, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_empty_input, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_generator, test/torch_np/numpy_tests/core/test_shape_base.py::TestVstack::test_non_iterable, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_bad_out_shape, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_concatenate, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_concatenate_axis_None, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_exceptions, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_large_concatenate_axis_None, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_operator_concat, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_c8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_c8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_c8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_c8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_c8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f4_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f4_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f4_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f4_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f4_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_f8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_i8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_i8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_i8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_i8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis0_out_dtype_i8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_c8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_c8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_c8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_c8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_c8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f4_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f4_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f4_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f4_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f4_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_f8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_i8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_i8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_i8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_i8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_axis_0_out_dtype_i8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_out_and_dtype_simple, test/torch_np/numpy_tests/core/test_shape_base.py::TestConcatenate::test_returns_copy, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_c8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_c8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_c8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_c8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_c8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f4_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f4_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f4_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f4_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f4_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_f8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_i8_casting_equiv, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_i8_casting_no, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_i8_casting_safe, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_i8_casting_same_kind, test/torch_np/numpy_tests/core/test_shape_base.py::TestStackMisc::test_stack_out_and_dtype_axis_0_out_dtype_i8_casting_unsafe, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_3d, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_complicated, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_memory_order, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_mixed_1d_and_2d, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_simple_column_wise, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_simple_row_wise, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_total_size_estimate, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_with_1d_arrays_column_wise, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_with_1d_arrays_multiple_rows, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_with_1d_arrays_row_wise, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_block_with_mismatched_shape, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_different_ndims, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_different_ndims_depths, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_empty_lists, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_invalid_nesting, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_nested, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_no_lists, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_returns_copy, test/torch_np/numpy_tests/core/test_shape_base.py::TestBlock::test_tuple 2025-08-26T23:05:18.7859223Z 2025-08-26T23:05:18.7859388Z Running torch_np/numpy_tests/lib/test_function_base 1/1 ... [2025-08-26 23:05:18.780007] 2025-08-26T23:05:18.7859734Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:05:18.7860354Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_function_base.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:05:18.780278] 2025-08-26T23:05:23.5966419Z 2025-08-26T23:05:23.5967896Z torch_np/numpy_tests/lib/test_function_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_function_base_1.1_f733f7b1bca552cb_.log 2025-08-26T23:05:23.6160715Z Running 505 items in this shard: test/torch_np/numpy_tests/lib/test_function_base.py::TestRot90::test_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestRot90::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestRot90::test_rotation_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_3d_swap_axis0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_3d_swap_axis1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_3d_swap_axis2, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_4d, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_basic_lr, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_basic_ud, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_default_axis, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_multiple_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestAny::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestAny::test_nd, test/torch_np/numpy_tests/lib/test_function_base.py::TestAll::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestAll::test_nd, test/torch_np/numpy_tests/lib/test_function_base.py::TestCopy::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestCopy::test_order, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_average_class_without_dtype, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_basic_keepdims_x0_axis0_expected_avg0_weights0_expected_wavg0_expected_wsum0, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_basic_keepdims_x1_axis_0_expected_avg1_weights1_expected_wavg1_expected_wsum1, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_returned, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_upcasting, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_weights, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_broadcasting, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_deprecated_empty, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_many_arguments, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_non_bool_deprecation, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_return_dtype, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_0d, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_index_array_copied, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_index_floats, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_index_out_of_bounds_idx_-4, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_index_out_of_bounds_idx_4, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_multidim, test/torch_np/numpy_tests/lib/test_function_base.py::TestAmax::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestAmin::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestPtp::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestCumsum::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestProd::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestCumprod::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_append, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_axis, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_n, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_nd, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_prepend, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_0d, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_array_order_preserve, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_fancy, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_index_floats, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_single, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_single_item_array_[1], test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_single_item_array_array([1]), test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_single_item_array_non_int, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_slices, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_args, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_badargs, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_f_decreasing_unsigned_int_f_dtype0, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_f_signed_int_big_jump_f_dtype0, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_f_signed_int_big_jump_f_dtype1, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_f_signed_int_big_jump_f_dtype2, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_f_signed_int_big_jump_f_dtype3, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_inexact_dtypes, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_second_order_accurate, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_spacing, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_specific_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_values, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_x_decreasing_unsigned_x_dtype0, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_x_signed_int_big_jump_x_dtype0, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_x_signed_int_big_jump_x_dtype1, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_x_signed_int_big_jump_x_dtype2, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_x_signed_int_big_jump_x_dtype3, test/torch_np/numpy_tests/lib/test_function_base.py::TestAngle::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_all_zero, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_leading_skip, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_list_to_list, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_no_trim, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_overflow_arr0, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_size_zero, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_trailing_skip, test/torch_np/numpy_tests/lib/test_function_base.py::TestExtins::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestExtins::test_both, test/torch_np/numpy_tests/lib/test_function_base.py::TestExtins::test_place, test/torch_np/numpy_tests/lib/test_function_base.py::TestDigitize::test_casting_error, test/torch_np/numpy_tests/lib/test_function_base.py::TestDigitize::test_forward, test/torch_np/numpy_tests/lib/test_function_base.py::TestDigitize::test_large_integers_decreasing, test/torch_np/numpy_tests/lib/test_function_base.py::TestDigitize::test_large_integers_increasing, test/torch_np/numpy_tests/lib/test_function_base.py::TestDigitize::test_monotonic, test/torch_np/numpy_tests/lib/test_function_base.py::TestDigitize::test_random, test/torch_np/numpy_tests/lib/test_function_base.py::TestDigitize::test_reverse, test/torch_np/numpy_tests/lib/test_function_base.py::TestDigitize::test_right_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestDigitize::test_right_open, test/torch_np/numpy_tests/lib/test_function_base.py::TestDigitize::test_right_open_random, test/torch_np/numpy_tests/lib/test_function_base.py::TestDigitize::test_right_open_reverse, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_bartlett_dtype_B_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_bartlett_dtype_B_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_bartlett_dtype_B_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_bartlett_dtype_b_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_bartlett_dtype_b_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_bartlett_dtype_b_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_bartlett_dtype_d_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_bartlett_dtype_d_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_bartlett_dtype_d_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_bartlett_dtype_e_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_bartlett_dtype_e_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_bartlett_dtype_e_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_bartlett_dtype_f_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_bartlett_dtype_f_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_bartlett_dtype_f_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_bartlett_dtype_h_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_bartlett_dtype_h_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_bartlett_dtype_h_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_bartlett_dtype_i_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_bartlett_dtype_i_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_bartlett_dtype_i_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_bartlett_dtype_l_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_bartlett_dtype_l_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_bartlett_dtype_l_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_blackman_dtype_B_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_blackman_dtype_B_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_blackman_dtype_B_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_blackman_dtype_b_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_blackman_dtype_b_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_blackman_dtype_b_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_blackman_dtype_d_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_blackman_dtype_d_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_blackman_dtype_d_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_blackman_dtype_e_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_blackman_dtype_e_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_blackman_dtype_e_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_blackman_dtype_f_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_blackman_dtype_f_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_blackman_dtype_f_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_blackman_dtype_h_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_blackman_dtype_h_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_blackman_dtype_h_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_blackman_dtype_i_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_blackman_dtype_i_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_blackman_dtype_i_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_blackman_dtype_l_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_blackman_dtype_l_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_blackman_dtype_l_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hamming_dtype_B_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hamming_dtype_B_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hamming_dtype_B_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hamming_dtype_b_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hamming_dtype_b_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hamming_dtype_b_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hamming_dtype_d_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hamming_dtype_d_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hamming_dtype_d_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hamming_dtype_e_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hamming_dtype_e_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hamming_dtype_e_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hamming_dtype_f_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hamming_dtype_f_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hamming_dtype_f_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hamming_dtype_h_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hamming_dtype_h_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hamming_dtype_h_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hamming_dtype_i_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hamming_dtype_i_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hamming_dtype_i_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hamming_dtype_l_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hamming_dtype_l_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hamming_dtype_l_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hanning_dtype_B_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hanning_dtype_B_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hanning_dtype_B_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hanning_dtype_b_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hanning_dtype_b_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hanning_dtype_b_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hanning_dtype_d_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hanning_dtype_d_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hanning_dtype_d_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hanning_dtype_e_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hanning_dtype_e_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hanning_dtype_e_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hanning_dtype_f_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hanning_dtype_f_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hanning_dtype_f_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hanning_dtype_h_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hanning_dtype_h_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hanning_dtype_h_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hanning_dtype_i_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hanning_dtype_i_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hanning_dtype_i_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hanning_dtype_l_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hanning_dtype_l_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_hanning_dtype_l_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_kaiser_dtype_B_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_kaiser_dtype_B_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_kaiser_dtype_B_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_kaiser_dtype_b_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_kaiser_dtype_b_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_kaiser_dtype_b_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_kaiser_dtype_d_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_kaiser_dtype_d_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_kaiser_dtype_d_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_kaiser_dtype_e_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_kaiser_dtype_e_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_kaiser_dtype_e_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_kaiser_dtype_f_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_kaiser_dtype_f_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_kaiser_dtype_f_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_kaiser_dtype_h_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_kaiser_dtype_h_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_kaiser_dtype_h_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_kaiser_dtype_i_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_kaiser_dtype_i_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_kaiser_dtype_i_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_kaiser_dtype_l_M_0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_kaiser_dtype_l_M_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFilterwindows::test_kaiser_dtype_l_M_10, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrapz::test_ndim, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrapz::test_simple, test/torch_np/numpy_tests/lib/test_function_base.py::TestSinc::test_array_like, test/torch_np/numpy_tests/lib/test_function_base.py::TestSinc::test_simple, test/torch_np/numpy_tests/lib/test_function_base.py::TestUnique::test_simple, test/torch_np/numpy_tests/lib/test_function_base.py::TestUnique::test_simple_complex, test/torch_np/numpy_tests/lib/test_function_base.py::TestCheckFinite::test_dtype_order, test/torch_np/numpy_tests/lib/test_function_base.py::TestCheckFinite::test_simple, test/torch_np/numpy_tests/lib/test_function_base.py::TestCorrCoef::test_bias, test/torch_np/numpy_tests/lib/test_function_base.py::TestCorrCoef::test_complex, test/torch_np/numpy_tests/lib/test_function_base.py::TestCorrCoef::test_corrcoef_dtype_test_type0, test/torch_np/numpy_tests/lib/test_function_base.py::TestCorrCoef::test_corrcoef_dtype_test_type1, test/torch_np/numpy_tests/lib/test_function_base.py::TestCorrCoef::test_corrcoef_dtype_test_type2, test/torch_np/numpy_tests/lib/test_function_base.py::TestCorrCoef::test_ddof, test/torch_np/numpy_tests/lib/test_function_base.py::TestCorrCoef::test_empty, test/torch_np/numpy_tests/lib/test_function_base.py::TestCorrCoef::test_extreme, test/torch_np/numpy_tests/lib/test_function_base.py::TestCorrCoef::test_non_array, test/torch_np/numpy_tests/lib/test_function_base.py::TestCorrCoef::test_simple, test/torch_np/numpy_tests/lib/test_function_base.py::TestCorrCoef::test_xy, test/torch_np/numpy_tests/lib/test_function_base.py::TestCov::test_1D_rowvar, test/torch_np/numpy_tests/lib/test_function_base.py::TestCov::test_1D_variance, test/torch_np/numpy_tests/lib/test_function_base.py::TestCov::test_aweights, test/torch_np/numpy_tests/lib/test_function_base.py::TestCov::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestCov::test_complex, test/torch_np/numpy_tests/lib/test_function_base.py::TestCov::test_cov_dtype_test_type0, test/torch_np/numpy_tests/lib/test_function_base.py::TestCov::test_cov_dtype_test_type1, test/torch_np/numpy_tests/lib/test_function_base.py::TestCov::test_cov_dtype_test_type2, test/torch_np/numpy_tests/lib/test_function_base.py::TestCov::test_empty, test/torch_np/numpy_tests/lib/test_function_base.py::TestCov::test_fweights, test/torch_np/numpy_tests/lib/test_function_base.py::TestCov::test_unit_fweights_and_aweights, test/torch_np/numpy_tests/lib/test_function_base.py::TestCov::test_wrong_ddof, test/torch_np/numpy_tests/lib/test_function_base.py::TestCov::test_xy, test/torch_np/numpy_tests/lib/test_function_base.py::Test_I0::test_complex, test/torch_np/numpy_tests/lib/test_function_base.py::Test_I0::test_simple, test/torch_np/numpy_tests/lib/test_function_base.py::TestKaiser::test_int_beta, test/torch_np/numpy_tests/lib/test_function_base.py::TestKaiser::test_simple, test/torch_np/numpy_tests/lib/test_function_base.py::TestMsort::test_simple, test/torch_np/numpy_tests/lib/test_function_base.py::TestMeshgrid::test_indexing, test/torch_np/numpy_tests/lib/test_function_base.py::TestMeshgrid::test_invalid_arguments, test/torch_np/numpy_tests/lib/test_function_base.py::TestMeshgrid::test_nd_indexing, test/torch_np/numpy_tests/lib/test_function_base.py::TestMeshgrid::test_nd_shape, test/torch_np/numpy_tests/lib/test_function_base.py::TestMeshgrid::test_nd_values, test/torch_np/numpy_tests/lib/test_function_base.py::TestMeshgrid::test_no_input, test/torch_np/numpy_tests/lib/test_function_base.py::TestMeshgrid::test_return_type, test/torch_np/numpy_tests/lib/test_function_base.py::TestMeshgrid::test_simple, test/torch_np/numpy_tests/lib/test_function_base.py::TestMeshgrid::test_single_input, test/torch_np/numpy_tests/lib/test_function_base.py::TestMeshgrid::test_sparse, test/torch_np/numpy_tests/lib/test_function_base.py::TestMeshgrid::test_writeback, test/torch_np/numpy_tests/lib/test_function_base.py::TestPiecewise::test_0d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPiecewise::test_0d_0d_condition, test/torch_np/numpy_tests/lib/test_function_base.py::TestPiecewise::test_0d_comparison, test/torch_np/numpy_tests/lib/test_function_base.py::TestPiecewise::test_default, test/torch_np/numpy_tests/lib/test_function_base.py::TestPiecewise::test_multidimensional_extrafunc, test/torch_np/numpy_tests/lib/test_function_base.py::TestPiecewise::test_scalar_domains_three_conditions, test/torch_np/numpy_tests/lib/test_function_base.py::TestPiecewise::test_simple, test/torch_np/numpy_tests/lib/test_function_base.py::TestPiecewise::test_two_conditions, test/torch_np/numpy_tests/lib/test_function_base.py::TestBincount::test_dtype_reference_leaks, test/torch_np/numpy_tests/lib/test_function_base.py::TestBincount::test_empty, test/torch_np/numpy_tests/lib/test_function_base.py::TestBincount::test_empty_with_minlength, test/torch_np/numpy_tests/lib/test_function_base.py::TestBincount::test_error_not_1d_vals0, test/torch_np/numpy_tests/lib/test_function_base.py::TestBincount::test_error_not_1d_vals_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestBincount::test_simple, test/torch_np/numpy_tests/lib/test_function_base.py::TestBincount::test_simple2, test/torch_np/numpy_tests/lib/test_function_base.py::TestBincount::test_simple_weight, test/torch_np/numpy_tests/lib/test_function_base.py::TestBincount::test_simple_weight2, test/torch_np/numpy_tests/lib/test_function_base.py::TestBincount::test_with_incorrect_minlength, test/torch_np/numpy_tests/lib/test_function_base.py::TestBincount::test_with_minlength, test/torch_np/numpy_tests/lib/test_function_base.py::TestBincount::test_with_minlength_and_weights, test/torch_np/numpy_tests/lib/test_function_base.py::TestBincount::test_with_minlength_smaller_than_maxvalue, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_complex_interp, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_exceptions, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_if_len_x_is_small, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_non_finite_any_nan_complex-both, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_non_finite_any_nan_complex-imag, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_non_finite_any_nan_complex-real, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_non_finite_any_nan_real, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_non_finite_behavior_exact_x, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_non_finite_half_inf_f_complex-both, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_non_finite_half_inf_f_complex-imag, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_non_finite_half_inf_f_complex-real, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_non_finite_half_inf_f_real, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_non_finite_half_inf_x_complex-both, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_non_finite_half_inf_x_complex-imag, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_non_finite_half_inf_x_complex-real, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_non_finite_half_inf_x_real, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_non_finite_half_inf_xf_complex-both, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_non_finite_half_inf_xf_complex-imag, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_non_finite_half_inf_xf_complex-real, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_non_finite_half_inf_xf_real, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_non_finite_inf_complex-both, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_non_finite_inf_complex-imag, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_non_finite_inf_complex-real, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_non_finite_inf_real, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_period, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_right_left_behavior, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_scalar_interpolation_point, test/torch_np/numpy_tests/lib/test_function_base.py::TestInterp::test_zero_dimensional_interpolation_point, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_2D, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_api, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_axis, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_complex, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_exception, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_extended_axis, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_extended_axis_invalid, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_fraction, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_keepdims, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_keepdims_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_keepdims_out_q1_axis0, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_keepdims_out_q1_axis2, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_keepdims_out_q1_axis3, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_keepdims_out_q1_axis4, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_keepdims_out_q1_axis_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_keepdims_out_q_7_axis0, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_keepdims_out_q_7_axis2, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_keepdims_out_q_7_axis3, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_keepdims_out_q_7_axis4, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_keepdims_out_q_7_axis_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_extrapolation, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype5_expected_dtype5_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype5_expected_dtype5_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype5_expected_dtype5_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype5_expected_dtype5_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype5_expected_dtype5_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype5_expected_dtype5_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype5_expected_dtype5_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype5_expected_dtype5_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype5_expected_dtype5_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_nan_1D_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_nan_1D_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_nan_1D_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_i, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_l, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_i, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_l, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nan_behavior, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nan_q, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_i, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_l, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_no_p_overwrite, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_out, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_out_nan, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_empty_dim, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_list, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_no_overwrite, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_out, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_overwrite, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_scalar_q, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_scalar_q_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_sequence, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_complex, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_correct_quantile_value, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_fraction, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_max_ulp, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_no_p_overwrite, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_hypo, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_averaged_inverted_cdf, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_closest_observation, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_hazen, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_higher, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_interpolated_inverted_cdf, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_inverted_cdf, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_linear, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_lower, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_median_unbiased, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_midpoint, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_nearest, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_normal_unbiased, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_weibull, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_i, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_l, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_scalar_nan, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_array_like, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_axis_keyword, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_basic_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_empty, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_extended_axis, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_extended_axis_invalid, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis0, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis3, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis4, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_nan_behavior, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_nan_behavior_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_nan_behavior_3, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_out, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_out_nan, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_overwrite_keyword, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_complex, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_B_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_H_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_b_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_g_type_out_G, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_h_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_l_type_out_D 2025-08-26T23:05:23.6298373Z 2025-08-26T23:05:23.6298592Z Running torch_np/numpy_tests/lib/test_histograms 1/1 ... [2025-08-26 23:05:23.602762] 2025-08-26T23:05:23.6298874Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:05:23.6299487Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_histograms.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:05:23.603001] 2025-08-26T23:05:30.6844197Z 2025-08-26T23:05:30.6845463Z torch_np/numpy_tests/lib/test_histograms 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_histograms_1.1_a866fb79a03e92f0_.log 2025-08-26T23:05:30.6858353Z Running 60 items in this shard: test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_arr_weights_mismatch, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_big_arrays, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_bin_array_dims, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_bin_edge_cases, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_bool_conversion, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_density, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_empty, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_error_binnum_type, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_exotic_weights, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_f32_rounding, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_finite_range, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_histogram_bin_edges, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_invalid_range, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_last_bin_inclusive_range, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_no_side_effects, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_object_array_of_0d, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_one_bin, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_outliers, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_precision, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_signed_overflow_bounds, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_signed_overflow_bounds_2, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_simple, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_some_nan_values, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_type, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_unsigned_monotonicity_check, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_weights, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_empty, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_incorrect_methods, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_limited_variance, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_novariance, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_outlier, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_scott_vs_stone, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_signed_integer_data_bins_auto, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_signed_integer_data_bins_doane, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_signed_integer_data_bins_fd, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_signed_integer_data_bins_rice, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_signed_integer_data_bins_scott, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_signed_integer_data_bins_stone, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_signed_integer_data_bins_sturges, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_simple, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_simple_range, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_simple_weighted, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_small, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_bins_array, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_bins_error_2, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_bins_errors, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_density_non_uniform_1d, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_density_non_uniform_2d, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_edge_dtype, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_empty, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_equal_edges, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_finite_range, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_identical_samples, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_inf_edges, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_large_integers, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_rightmost_binedge, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_shape_3d, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_shape_4d, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_simple, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_weights 2025-08-26T23:05:30.6881712Z 2025-08-26T23:05:30.6881868Z Running torch_np/numpy_tests/lib/test_twodim_base 1/1 ... [2025-08-26 23:05:30.680729] 2025-08-26T23:05:30.6882151Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:05:30.6882768Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_twodim_base.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:05:30.680930] 2025-08-26T23:05:35.5637672Z 2025-08-26T23:05:35.5639041Z torch_np/numpy_tests/lib/test_twodim_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_twodim_base_1.1_1019d4536bf6c830_.log 2025-08-26T23:05:35.5644613Z Running 34 items in this shard: test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_2d, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_basic, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_bool, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_diag, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_diag2d, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_eye_bounds, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_order, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestDiag::test_diag_bounds, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestDiag::test_failure, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestDiag::test_fortran_order, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestDiag::test_matrix, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestDiag::test_vector, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestFliplr::test_basic, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestFlipud::test_basic, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_all_outliers, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_asym, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_bad_length_x_len_10_y_len_11, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_bad_length_x_len_20_y_len_19, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_binparameter_combination, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_density, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_empty, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_simple, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_dtype, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_mask_indices, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_tril_indices, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_tril_triu_dtype, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_tril_triu_ndim2, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_tril_triu_ndim3, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_tril_triu_with_inf, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTriuIndices::test_triu_indices, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTrilIndicesFrom::test_exceptions, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTriuIndicesFrom::test_exceptions, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestVander::test_basic, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestVander::test_dtypes 2025-08-26T23:05:35.5648464Z 2025-08-26T23:05:35.5648543Z Running torch_np/test_basic 1/1 ... [2025-08-26 23:05:35.563816] 2025-08-26T23:05:35.5653833Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:05:35.5654240Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/test_basic.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:05:35.564084] 2025-08-26T23:05:41.7547972Z 2025-08-26T23:05:41.7549133Z torch_np/test_basic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_basic_1.1_8b4cc3a488d4165a_.log 2025-08-26T23:05:41.7624285Z Running 453 items in this shard: test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func0, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func1, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func10, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func11, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func12, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func13, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func14, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func15, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func16, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func17, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func18, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func19, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func2, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func20, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func21, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func22, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func23, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func24, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func25, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func26, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func27, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func28, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func29, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func3, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func30, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func31, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func32, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func33, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func34, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func35, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func36, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func37, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func38, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func39, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func4, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func40, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func41, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func42, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func43, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func44, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func45, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func46, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func47, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func48, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func49, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func5, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func50, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func51, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func52, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func53, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func54, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func55, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func56, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func57, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func58, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func59, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func6, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func60, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func61, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func62, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func63, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func64, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func65, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func66, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func67, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func68, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func69, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func7, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func70, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func71, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func72, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func73, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func74, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func8, test/torch_np/test_basic.py::TestOneArr::test_asarray_array_func9, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func0, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func1, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func10, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func11, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func12, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func13, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func14, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func15, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func16, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func17, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func18, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func19, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func2, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func20, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func21, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func22, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func23, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func24, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func25, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func26, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func27, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func28, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func29, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func3, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func30, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func31, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func32, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func33, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func34, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func35, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func36, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func37, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func38, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func39, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func4, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func40, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func41, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func42, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func43, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func44, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func45, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func46, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func47, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func48, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func49, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func5, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func50, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func51, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func52, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func53, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func54, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func55, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func56, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func57, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func58, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func59, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func6, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func60, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func61, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func62, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func63, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func64, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func65, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func66, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func67, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func68, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func69, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func7, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func70, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func71, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func72, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func73, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func74, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func8, test/torch_np/test_basic.py::TestOneArr::test_asarray_list_func9, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func0, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func1, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func10, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func11, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func12, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func13, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func14, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func15, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func16, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func17, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func18, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func19, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func2, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func20, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func21, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func22, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func23, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func24, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func25, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func26, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func27, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func28, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func29, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func3, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func30, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func31, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func32, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func33, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func34, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func35, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func36, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func37, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func38, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func39, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func4, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func40, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func41, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func42, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func43, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func44, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func45, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func46, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func47, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func48, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func49, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func5, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func50, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func51, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func52, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func53, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func54, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func55, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func56, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func57, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func58, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func59, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func6, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func60, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func61, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func62, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func63, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func64, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func65, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func66, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func67, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func68, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func69, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func7, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func70, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func71, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func72, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func73, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func74, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func8, test/torch_np/test_basic.py::TestOneArr::test_asarray_tensor_func9, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func0_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func0_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func0_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func0_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func10_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func10_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func10_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func10_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func1_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func1_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func1_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func1_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func2_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func2_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func2_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func2_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func3_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func3_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func3_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func3_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func4_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func4_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func4_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func4_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func5_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func5_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func5_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func5_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func6_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func6_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func6_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func6_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func7_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func7_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func7_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func7_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func8_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func8_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func8_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func8_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func9_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func9_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func9_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_array_func9_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func0_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func0_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func0_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func0_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func10_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func10_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func10_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func10_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func1_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func1_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func1_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func1_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func2_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func2_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func2_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func2_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func3_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func3_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func3_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func3_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func4_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func4_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func4_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func4_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func5_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func5_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func5_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func5_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func6_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func6_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func6_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func6_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func7_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func7_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func7_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func7_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func8_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func8_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func8_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func8_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func9_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func9_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func9_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_list_func9_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func0_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func0_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func0_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func0_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func10_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func10_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func10_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func10_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func1_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func1_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func1_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func1_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func2_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func2_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func2_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func2_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func3_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func3_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func3_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func3_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func4_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func4_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func4_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func4_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func5_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func5_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func5_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func5_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func6_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func6_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func6_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func6_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func7_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func7_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func7_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func7_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func8_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func8_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func8_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func8_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func9_axis3, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func9_axis_-1, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func9_axis_0, test/torch_np/test_basic.py::TestOneArrAndAxis::test_andaxis_tensor_func9_axis_1, test/torch_np/test_basic.py::TestOneArrAndAxesTuple::test_andtuple_array_func0_axes0, test/torch_np/test_basic.py::TestOneArrAndAxesTuple::test_andtuple_array_func0_axes1, test/torch_np/test_basic.py::TestOneArrAndAxesTuple::test_andtuple_array_func0_axes2, test/torch_np/test_basic.py::TestOneArrAndAxesTuple::test_andtuple_list_func0_axes0, test/torch_np/test_basic.py::TestOneArrAndAxesTuple::test_andtuple_list_func0_axes1, test/torch_np/test_basic.py::TestOneArrAndAxesTuple::test_andtuple_list_func0_axes2, test/torch_np/test_basic.py::TestOneArrAndAxesTuple::test_andtuple_tensor_func0_axes0, test/torch_np/test_basic.py::TestOneArrAndAxesTuple::test_andtuple_tensor_func0_axes1, test/torch_np/test_basic.py::TestOneArrAndAxesTuple::test_andtuple_tensor_func0_axes2, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_array_func0, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_array_func1, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_array_func2, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_array_func3, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_array_func4, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_list_func0, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_list_func1, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_list_func2, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_list_func3, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_list_func4, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_tensor_func0, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_tensor_func1, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_tensor_func2, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_tensor_func3, test/torch_np/test_basic.py::TestOneArrAndShape::test_andshape_tensor_func4, test/torch_np/test_basic.py::TestOneArrToScalar::test_toscalar_array_func0_np_func0, test/torch_np/test_basic.py::TestOneArrToScalar::test_toscalar_array_func1_np_func1, test/torch_np/test_basic.py::TestOneArrToScalar::test_toscalar_array_func2_np_func2, test/torch_np/test_basic.py::TestOneArrToScalar::test_toscalar_list_func0_np_func0, test/torch_np/test_basic.py::TestOneArrToScalar::test_toscalar_list_func1_np_func1, test/torch_np/test_basic.py::TestOneArrToScalar::test_toscalar_list_func2_np_func2, test/torch_np/test_basic.py::TestOneArrToScalar::test_toscalar_tensor_func0_np_func0, test/torch_np/test_basic.py::TestOneArrToScalar::test_toscalar_tensor_func1_np_func1, test/torch_np/test_basic.py::TestOneArrToScalar::test_toscalar_tensor_func2_np_func2, test/torch_np/test_basic.py::TestShapeLikeToArray::test_shape_func0, test/torch_np/test_basic.py::TestShapeLikeToArray::test_shape_func1, test/torch_np/test_basic.py::TestShapeLikeToArray::test_shape_func2, test/torch_np/test_basic.py::TestShapeLikeToArray::test_shape_func3, test/torch_np/test_basic.py::TestSequenceOfArrays::test_several_func0, test/torch_np/test_basic.py::TestSequenceOfArrays::test_several_func1, test/torch_np/test_basic.py::TestSequenceOfArrays::test_several_func2, test/torch_np/test_basic.py::TestSequenceOfArrays::test_several_func3, test/torch_np/test_basic.py::TestSequenceOfArrays::test_single_array_func0, test/torch_np/test_basic.py::TestSequenceOfArrays::test_single_array_func1, test/torch_np/test_basic.py::TestSequenceOfArrays::test_single_array_func2, test/torch_np/test_basic.py::TestSequenceOfArrays::test_single_array_func3, test/torch_np/test_basic.py::TestSequenceOfArrays::test_single_list_func0, test/torch_np/test_basic.py::TestSequenceOfArrays::test_single_list_func1, test/torch_np/test_basic.py::TestSequenceOfArrays::test_single_list_func2, test/torch_np/test_basic.py::TestSequenceOfArrays::test_single_list_func3, test/torch_np/test_basic.py::TestSequenceOfArrays::test_single_tensor_func0, test/torch_np/test_basic.py::TestSequenceOfArrays::test_single_tensor_func1, test/torch_np/test_basic.py::TestSequenceOfArrays::test_single_tensor_func2, test/torch_np/test_basic.py::TestSequenceOfArrays::test_single_tensor_func3, test/torch_np/test_basic.py::TestSequenceOfArraysToSingle::test_several_func0, test/torch_np/test_basic.py::TestSequenceOfArraysToSingle::test_several_func1, test/torch_np/test_basic.py::TestSequenceOfArraysToSingle::test_several_func2, test/torch_np/test_basic.py::TestSequenceOfArraysToSingle::test_several_func3, test/torch_np/test_basic.py::TestSequenceOfArraysToSingle::test_several_func4, test/torch_np/test_basic.py::TestSequenceOfArraysToSingle::test_several_func5, test/torch_np/test_basic.py::TestSequenceOfArraysToSingle::test_several_func6, test/torch_np/test_basic.py::TestArrayToSequence::test_asarray_array_func0, test/torch_np/test_basic.py::TestArrayToSequence::test_asarray_array_func1, test/torch_np/test_basic.py::TestArrayToSequence::test_asarray_list_func0, test/torch_np/test_basic.py::TestArrayToSequence::test_asarray_list_func1, test/torch_np/test_basic.py::TestArrayToSequence::test_asarray_tensor_func0, test/torch_np/test_basic.py::TestArrayToSequence::test_asarray_tensor_func1, test/torch_np/test_basic.py::TestPythonArgsToArray::test_argstoarray_simple_func0_args0, test/torch_np/test_basic.py::TestPythonArgsToArray::test_argstoarray_simple_func1_args1, test/torch_np/test_basic.py::TestPythonArgsToArray::test_argstoarray_simple_func2_args2, test/torch_np/test_basic.py::TestPythonArgsToArray::test_argstoarray_simple_func3_args3, test/torch_np/test_basic.py::TestPythonArgsToArray::test_argstoarray_simple_func4_args4, test/torch_np/test_basic.py::TestPythonArgsToArray::test_argstoarray_simple_func5_args5, test/torch_np/test_basic.py::TestPythonArgsToArray::test_argstoarray_simple_func6_args6, test/torch_np/test_basic.py::TestPythonArgsToArray::test_argstoarray_simple_func7_args7, test/torch_np/test_basic.py::TestPythonArgsToArray::test_argstoarray_simple_func8_args8, test/torch_np/test_basic.py::TestPythonArgsToArray::test_argstoarray_simple_func9_args9, test/torch_np/test_basic.py::TestNormalizations::test_too_few_args_positional, test/torch_np/test_basic.py::TestNormalizations::test_unknown_args, test/torch_np/test_basic.py::TestNormalizations::test_unknown_args_with_defaults, test/torch_np/test_basic.py::TestCopyTo::test_copyto_basic, test/torch_np/test_basic.py::TestCopyTo::test_copyto_typecast, test/torch_np/test_basic.py::TestCopyTo::test_copytobcast, test/torch_np/test_basic.py::TestDivmod::test_divmod_no_out, test/torch_np/test_basic.py::TestDivmod::test_divmod_out, test/torch_np/test_basic.py::TestDivmod::test_divmod_out_both_pos_and_kw, test/torch_np/test_basic.py::TestDivmod::test_divmod_out_list, test/torch_np/test_basic.py::TestDivmod::test_divmod_pos_only, test/torch_np/test_basic.py::TestSmokeNotImpl::test_nimpl_basic, test/torch_np/test_basic.py::TestDefaultDtype::test_defaultdtype_defaults, test/torch_np/test_basic.py::TestDefaultDtype::test_set_default_float_dt_float32, test/torch_np/test_basic.py::TestDefaultDtype::test_set_default_float_dt_pytorch, test/torch_np/test_basic.py::TestDefaultDtype::test_set_default_float_float32, test/torch_np/test_basic.py::TestExport::test_exported_objects, test/torch_np/test_basic.py::TestCtorNested::test_arrays_in_lists, test/torch_np/test_basic.py::TestMisc::test_f16_on_cuda, test/torch_np/test_basic.py::TestMisc::test_ndarrays_to_tensors 2025-08-26T23:05:41.7672684Z 2025-08-26T23:05:41.7672793Z Running distributions/test_constraints 1/1 ... [2025-08-26 23:05:41.755659] 2025-08-26T23:05:41.7672974Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:05:41.7673377Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'distributions/test_constraints.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:05:41.755903] 2025-08-26T23:05:46.1550712Z 2025-08-26T23:05:46.1551339Z distributions/test_constraints 1/1 was successful, full logs can be found in artifacts with path test/test-reports/distributions.test_constraints_1.1_2b25d5c0693a8cf2_.log 2025-08-26T23:05:46.1568455Z Running 136 items in this shard: test/distributions/test_constraints.py::test_constraint[False-constraint_fn0-False-value0], test/distributions/test_constraints.py::test_constraint[False-constraint_fn1-False-value1], test/distributions/test_constraints.py::test_constraint[False-constraint_fn2-False-value2], test/distributions/test_constraints.py::test_constraint[False-constraint_fn3-True-value3], test/distributions/test_constraints.py::test_constraint[False-constraint_fn4-False-value4], test/distributions/test_constraints.py::test_constraint[False-constraint_fn5-False-value5], test/distributions/test_constraints.py::test_constraint[False-constraint_fn6-True-value6], test/distributions/test_constraints.py::test_constraint[False-constraint_fn7-True-value7], test/distributions/test_constraints.py::test_constraint[False-constraint_fn8-False-value8], test/distributions/test_constraints.py::test_constraint[False-constraint_fn9-True-value9], test/distributions/test_constraints.py::test_constraint[False-constraint_fn10-False-value10], test/distributions/test_constraints.py::test_constraint[False-constraint_fn11-False-value11], test/distributions/test_constraints.py::test_constraint[False-constraint_fn12-True-value12], test/distributions/test_constraints.py::test_constraint[False-constraint_fn13-True-value13], test/distributions/test_constraints.py::test_constraint[False-constraint_fn14-False-value14], test/distributions/test_constraints.py::test_constraint[False-constraint_fn15-True-value15], test/distributions/test_constraints.py::test_constraint[False-constraint_fn16-True-value16], test/distributions/test_constraints.py::test_constraint[False-constraint_fn17-True-value17], test/distributions/test_constraints.py::test_constraint[True-constraint_fn0-False-value0], test/distributions/test_constraints.py::test_constraint[True-constraint_fn1-False-value1], test/distributions/test_constraints.py::test_constraint[True-constraint_fn2-False-value2], test/distributions/test_constraints.py::test_constraint[True-constraint_fn3-True-value3], test/distributions/test_constraints.py::test_constraint[True-constraint_fn4-False-value4], test/distributions/test_constraints.py::test_constraint[True-constraint_fn5-False-value5], test/distributions/test_constraints.py::test_constraint[True-constraint_fn6-True-value6], test/distributions/test_constraints.py::test_constraint[True-constraint_fn7-True-value7], test/distributions/test_constraints.py::test_constraint[True-constraint_fn8-False-value8], test/distributions/test_constraints.py::test_constraint[True-constraint_fn9-True-value9], test/distributions/test_constraints.py::test_constraint[True-constraint_fn10-False-value10], test/distributions/test_constraints.py::test_constraint[True-constraint_fn11-False-value11], test/distributions/test_constraints.py::test_constraint[True-constraint_fn12-True-value12], test/distributions/test_constraints.py::test_constraint[True-constraint_fn13-True-value13], test/distributions/test_constraints.py::test_constraint[True-constraint_fn14-False-value14], test/distributions/test_constraints.py::test_constraint[True-constraint_fn15-True-value15], test/distributions/test_constraints.py::test_constraint[True-constraint_fn16-True-value16], test/distributions/test_constraints.py::test_constraint[True-constraint_fn17-True-value17], test/distributions/test_constraints.py::test_biject_to[False-constraint_fn0-args0], test/distributions/test_constraints.py::test_biject_to[False-constraint_fn1-args1], test/distributions/test_constraints.py::test_biject_to[False-constraint_fn2-args2], test/distributions/test_constraints.py::test_biject_to[False-_GreaterThan-args3], test/distributions/test_constraints.py::test_biject_to[False-_GreaterThan-args4], test/distributions/test_constraints.py::test_biject_to[False-_GreaterThan-args5], test/distributions/test_constraints.py::test_biject_to[False-_GreaterThan-args6], test/distributions/test_constraints.py::test_biject_to[False-_GreaterThanEq-args7], test/distributions/test_constraints.py::test_biject_to[False-_GreaterThanEq-args8], test/distributions/test_constraints.py::test_biject_to[False-_GreaterThanEq-args9], test/distributions/test_constraints.py::test_biject_to[False-_LessThan-args10], test/distributions/test_constraints.py::test_biject_to[False-_LessThan-args11], test/distributions/test_constraints.py::test_biject_to[False-_LessThan-args12], test/distributions/test_constraints.py::test_biject_to[False-_LessThan-args13], test/distributions/test_constraints.py::test_biject_to[False-constraint_fn14-args14], test/distributions/test_constraints.py::test_biject_to[False-_Interval-args15], test/distributions/test_constraints.py::test_biject_to[False-_Interval-args16], test/distributions/test_constraints.py::test_biject_to[False-_Interval-args17], test/distributions/test_constraints.py::test_biject_to[False-_HalfOpenInterval-args18], test/distributions/test_constraints.py::test_biject_to[False-_HalfOpenInterval-args19], test/distributions/test_constraints.py::test_biject_to[False-_HalfOpenInterval-args20], test/distributions/test_constraints.py::test_biject_to[False-constraint_fn21-args21], test/distributions/test_constraints.py::test_biject_to[False-constraint_fn22-args22], test/distributions/test_constraints.py::test_biject_to[False-constraint_fn23-args23], test/distributions/test_constraints.py::test_biject_to[False-constraint_fn24-args24], test/distributions/test_constraints.py::test_biject_to[True-constraint_fn0-args0], test/distributions/test_constraints.py::test_biject_to[True-constraint_fn1-args1], test/distributions/test_constraints.py::test_biject_to[True-constraint_fn2-args2], test/distributions/test_constraints.py::test_biject_to[True-_GreaterThan-args3], test/distributions/test_constraints.py::test_biject_to[True-_GreaterThan-args4], test/distributions/test_constraints.py::test_biject_to[True-_GreaterThan-args5], test/distributions/test_constraints.py::test_biject_to[True-_GreaterThan-args6], test/distributions/test_constraints.py::test_biject_to[True-_GreaterThanEq-args7], test/distributions/test_constraints.py::test_biject_to[True-_GreaterThanEq-args8], test/distributions/test_constraints.py::test_biject_to[True-_GreaterThanEq-args9], test/distributions/test_constraints.py::test_biject_to[True-_LessThan-args10], test/distributions/test_constraints.py::test_biject_to[True-_LessThan-args11], test/distributions/test_constraints.py::test_biject_to[True-_LessThan-args12], test/distributions/test_constraints.py::test_biject_to[True-_LessThan-args13], test/distributions/test_constraints.py::test_biject_to[True-constraint_fn14-args14], test/distributions/test_constraints.py::test_biject_to[True-_Interval-args15], test/distributions/test_constraints.py::test_biject_to[True-_Interval-args16], test/distributions/test_constraints.py::test_biject_to[True-_Interval-args17], test/distributions/test_constraints.py::test_biject_to[True-_HalfOpenInterval-args18], test/distributions/test_constraints.py::test_biject_to[True-_HalfOpenInterval-args19], test/distributions/test_constraints.py::test_biject_to[True-_HalfOpenInterval-args20], test/distributions/test_constraints.py::test_biject_to[True-constraint_fn21-args21], test/distributions/test_constraints.py::test_biject_to[True-constraint_fn22-args22], test/distributions/test_constraints.py::test_biject_to[True-constraint_fn23-args23], test/distributions/test_constraints.py::test_biject_to[True-constraint_fn24-args24], test/distributions/test_constraints.py::test_transform_to[False-constraint_fn0-args0], test/distributions/test_constraints.py::test_transform_to[False-constraint_fn1-args1], test/distributions/test_constraints.py::test_transform_to[False-constraint_fn2-args2], test/distributions/test_constraints.py::test_transform_to[False-_GreaterThan-args3], test/distributions/test_constraints.py::test_transform_to[False-_GreaterThan-args4], test/distributions/test_constraints.py::test_transform_to[False-_GreaterThan-args5], test/distributions/test_constraints.py::test_transform_to[False-_GreaterThan-args6], test/distributions/test_constraints.py::test_transform_to[False-_GreaterThanEq-args7], test/distributions/test_constraints.py::test_transform_to[False-_GreaterThanEq-args8], test/distributions/test_constraints.py::test_transform_to[False-_GreaterThanEq-args9], test/distributions/test_constraints.py::test_transform_to[False-_LessThan-args10], test/distributions/test_constraints.py::test_transform_to[False-_LessThan-args11], test/distributions/test_constraints.py::test_transform_to[False-_LessThan-args12], test/distributions/test_constraints.py::test_transform_to[False-_LessThan-args13], test/distributions/test_constraints.py::test_transform_to[False-constraint_fn14-args14], test/distributions/test_constraints.py::test_transform_to[False-_Interval-args15], test/distributions/test_constraints.py::test_transform_to[False-_Interval-args16], test/distributions/test_constraints.py::test_transform_to[False-_Interval-args17], test/distributions/test_constraints.py::test_transform_to[False-_HalfOpenInterval-args18], test/distributions/test_constraints.py::test_transform_to[False-_HalfOpenInterval-args19], test/distributions/test_constraints.py::test_transform_to[False-_HalfOpenInterval-args20], test/distributions/test_constraints.py::test_transform_to[False-constraint_fn21-args21], test/distributions/test_constraints.py::test_transform_to[False-constraint_fn22-args22], test/distributions/test_constraints.py::test_transform_to[False-constraint_fn23-args23], test/distributions/test_constraints.py::test_transform_to[False-constraint_fn24-args24], test/distributions/test_constraints.py::test_transform_to[True-constraint_fn0-args0], test/distributions/test_constraints.py::test_transform_to[True-constraint_fn1-args1], test/distributions/test_constraints.py::test_transform_to[True-constraint_fn2-args2], test/distributions/test_constraints.py::test_transform_to[True-_GreaterThan-args3], test/distributions/test_constraints.py::test_transform_to[True-_GreaterThan-args4], test/distributions/test_constraints.py::test_transform_to[True-_GreaterThan-args5], test/distributions/test_constraints.py::test_transform_to[True-_GreaterThan-args6], test/distributions/test_constraints.py::test_transform_to[True-_GreaterThanEq-args7], test/distributions/test_constraints.py::test_transform_to[True-_GreaterThanEq-args8], test/distributions/test_constraints.py::test_transform_to[True-_GreaterThanEq-args9], test/distributions/test_constraints.py::test_transform_to[True-_LessThan-args10], test/distributions/test_constraints.py::test_transform_to[True-_LessThan-args11], test/distributions/test_constraints.py::test_transform_to[True-_LessThan-args12], test/distributions/test_constraints.py::test_transform_to[True-_LessThan-args13], test/distributions/test_constraints.py::test_transform_to[True-constraint_fn14-args14], test/distributions/test_constraints.py::test_transform_to[True-_Interval-args15], test/distributions/test_constraints.py::test_transform_to[True-_Interval-args16], test/distributions/test_constraints.py::test_transform_to[True-_Interval-args17], test/distributions/test_constraints.py::test_transform_to[True-_HalfOpenInterval-args18], test/distributions/test_constraints.py::test_transform_to[True-_HalfOpenInterval-args19], test/distributions/test_constraints.py::test_transform_to[True-_HalfOpenInterval-args20], test/distributions/test_constraints.py::test_transform_to[True-constraint_fn21-args21], test/distributions/test_constraints.py::test_transform_to[True-constraint_fn22-args22], test/distributions/test_constraints.py::test_transform_to[True-constraint_fn23-args23], test/distributions/test_constraints.py::test_transform_to[True-constraint_fn24-args24] 2025-08-26T23:05:46.1585170Z 2025-08-26T23:05:46.1585581Z Running functorch/test_ac_knapsack 1/1 ... [2025-08-26 23:05:46.154365] 2025-08-26T23:05:46.1589023Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:05:46.1590494Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'functorch/test_ac_knapsack.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:05:46.154894] 2025-08-26T23:05:49.3283757Z 2025-08-26T23:05:49.3284811Z functorch/test_ac_knapsack 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ac_knapsack_1.1_3b3b22cc5cb33a68_.log 2025-08-26T23:05:49.3290741Z Running 15 items in this shard: test/functorch/test_ac_knapsack.py::TestGraphInfoProvider::test_full_joint_nx_graph, test/functorch/test_ac_knapsack.py::TestGraphInfoProvider::test_get_knapsack_memory_input, test/functorch/test_ac_knapsack.py::TestGraphInfoProvider::test_get_knapsack_runtime_input, test/functorch/test_ac_knapsack.py::TestGraphInfoProvider::test_get_non_ac_peak_memory, test/functorch/test_ac_knapsack.py::TestGraphInfoProvider::test_get_theoretical_max_runtime, test/functorch/test_ac_knapsack.py::TestGraphInfoProvider::test_inialize_from_graph, test/functorch/test_ac_knapsack.py::TestGraphInfoProvider::test_recomputable_node_only_graph, test/functorch/test_ac_knapsack.py::TestGraphInfoProvider::test_recomputable_node_only_graph_with_larger_graph_context, test/functorch/test_ac_knapsack.py::TestGraphInfoProvider::test_simplified_fx_joint_graph, test/functorch/test_ac_knapsack.py::TestKnapsackEvaluator::test_evaluate_distribution_of_results_for_knapsack_algo, test/functorch/test_ac_knapsack.py::TestKnapsackEvaluator::test_evaluate_knapsack_output_accounting_for_backward_pass, test/functorch/test_ac_knapsack.py::TestKnapsackEvaluator::test_evaluate_knapsack_output_not_accounting_for_backward_pass, test/functorch/test_ac_knapsack.py::TestKnapsackEvaluator::test_evaluate_knapsack_output_with_wrong_sized_values, test/functorch/test_ac_knapsack.py::TestKnapsackEvaluator::test_get_backward_memory_from_topologically_sorted_graph, test/functorch/test_ac_knapsack.py::TestKnapsackEvaluator::test_get_knee_point_memory_budget 2025-08-26T23:05:49.3293100Z 2025-08-26T23:05:49.3293194Z Running functorch/test_ac_logging 1/1 ... [2025-08-26 23:05:49.328375] 2025-08-26T23:05:49.3293361Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:05:49.3293743Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'functorch/test_ac_logging.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:05:49.328585] 2025-08-26T23:05:51.6048612Z 2025-08-26T23:05:51.6055210Z functorch/test_ac_logging 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ac_logging_1.1_e56fa57e02c7929e_.log 2025-08-26T23:05:51.6096075Z Running 4 items in this shard: test/functorch/test_ac_logging.py::TestAcLogging::test_create_activation_checkpointing_logging_structure_payload, test/functorch/test_ac_logging.py::TestAcLogging::test_create_joint_graph_edges, test/functorch/test_ac_logging.py::TestAcLogging::test_create_joint_graph_node_information, test/functorch/test_ac_logging.py::TestAcLogging::test_create_structured_trace_for_min_cut_info 2025-08-26T23:05:51.6096813Z 2025-08-26T23:05:51.6096926Z Running functorch/test_aot_joint_with_descriptors 1/1 ... [2025-08-26 23:05:51.604922] 2025-08-26T23:05:51.6097119Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:05:51.6097547Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'functorch/test_aot_joint_with_descriptors.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:05:51.605177] 2025-08-26T23:06:01.1542857Z 2025-08-26T23:06:01.1547185Z functorch/test_aot_joint_with_descriptors 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_aot_joint_with_descriptors_1.1_56147288aa466eac_.log 2025-08-26T23:06:01.1550185Z Running 10 items in this shard: test/functorch/test_aot_joint_with_descriptors.py::TestAOTJointWithDescriptors::test_conv_bn_module, test/functorch/test_aot_joint_with_descriptors.py::TestAOTJointWithDescriptors::test_export_and_compile, test/functorch/test_aot_joint_with_descriptors.py::TestAOTJointWithDescriptors::test_fx_utils_conv_bn_module, test/functorch/test_aot_joint_with_descriptors.py::TestAOTJointWithDescriptors::test_fx_utils_multiple_outputs, test/functorch/test_aot_joint_with_descriptors.py::TestAOTJointWithDescriptors::test_fx_utils_node_consistency, test/functorch/test_aot_joint_with_descriptors.py::TestAOTJointWithDescriptors::test_fx_utils_simple_linear, test/functorch/test_aot_joint_with_descriptors.py::TestAOTJointWithDescriptors::test_in_out_specs, test/functorch/test_aot_joint_with_descriptors.py::TestAOTJointWithDescriptors::test_module_with_kwargs, test/functorch/test_aot_joint_with_descriptors.py::TestAOTJointWithDescriptors::test_multiple_outputs_module, test/functorch/test_aot_joint_with_descriptors.py::TestAOTJointWithDescriptors::test_simple_linear_module 2025-08-26T23:06:01.1557676Z 2025-08-26T23:06:01.1557764Z Running lazy/test_bindings 1/1 ... [2025-08-26 23:06:01.154647] 2025-08-26T23:06:01.1558023Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:06:01.1558403Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'lazy/test_bindings.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:06:01.154886] 2025-08-26T23:06:03.7760854Z 2025-08-26T23:06:03.7764660Z lazy/test_bindings 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_bindings_1.1_822a48e32029f677_.log 2025-08-26T23:06:03.7765275Z Running 1 items in this shard: test/lazy/test_bindings.py::test_metrics 2025-08-26T23:06:03.7765551Z 2025-08-26T23:06:03.7769372Z Running lazy/test_functionalization 1/1 ... [2025-08-26 23:06:03.776608] 2025-08-26T23:06:03.7770508Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:06:03.7772381Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'lazy/test_functionalization.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:06:03.776976] 2025-08-26T23:06:06.7971489Z 2025-08-26T23:06:06.7972355Z lazy/test_functionalization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_functionalization_1.1_77704b52ef1eefba_.log 2025-08-26T23:06:06.7973271Z Running 2 items in this shard: test/lazy/test_functionalization.py::LazyFuncionalizationTest::test_data_assign, test/lazy/test_functionalization.py::LazyFuncionalizationTest::test_lazy_init_with_view 2025-08-26T23:06:06.7974219Z 2025-08-26T23:06:06.7976401Z Running nn/test_init 1/1 ... [2025-08-26 23:06:06.797440] 2025-08-26T23:06:06.7976716Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:06:06.7978612Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'nn/test_init.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:06:06.797721] 2025-08-26T23:06:11.9891113Z 2025-08-26T23:06:11.9892189Z nn/test_init 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_init_1.1_b088148b2c0933ae_.log 2025-08-26T23:06:11.9902896Z Running 30 items in this shard: test/nn/test_init.py::TestNNInit::test_calculate_gain_leaky_relu, test/nn/test_init.py::TestNNInit::test_calculate_gain_leaky_relu_only_accepts_numbers, test/nn/test_init.py::TestNNInit::test_calculate_gain_linear, test/nn/test_init.py::TestNNInit::test_calculate_gain_nonlinear, test/nn/test_init.py::TestNNInit::test_calculate_gain_only_accepts_valid_nonlinearities, test/nn/test_init.py::TestNNInit::test_constant, test/nn/test_init.py::TestNNInit::test_deprecation, test/nn/test_init.py::TestNNInit::test_dirac_identity, test/nn/test_init.py::TestNNInit::test_dirac_only_works_on_3_4_5d_inputs, test/nn/test_init.py::TestNNInit::test_dirac_properties, test/nn/test_init.py::TestNNInit::test_eye, test/nn/test_init.py::TestNNInit::test_eye_only_works_on_2d_inputs, test/nn/test_init.py::TestNNInit::test_kaiming_normal, test/nn/test_init.py::TestNNInit::test_kaiming_normal_errors_on_inputs_smaller_than_2d, test/nn/test_init.py::TestNNInit::test_kaiming_normal_warning_on_0element_tensor, test/nn/test_init.py::TestNNInit::test_kaiming_uniform, test/nn/test_init.py::TestNNInit::test_kaiming_uniform_errors_on_inputs_smaller_than_2d, test/nn/test_init.py::TestNNInit::test_kaiming_uniform_warning_on_0element_tensor, test/nn/test_init.py::TestNNInit::test_normal, test/nn/test_init.py::TestNNInit::test_ones_and_zeros, test/nn/test_init.py::TestNNInit::test_orthogonal, test/nn/test_init.py::TestNNInit::test_sparse_default_std, test/nn/test_init.py::TestNNInit::test_sparse_only_works_on_2d_inputs, test/nn/test_init.py::TestNNInit::test_trunc_normal, test/nn/test_init.py::TestNNInit::test_trunc_normal_generator, test/nn/test_init.py::TestNNInit::test_uniform, test/nn/test_init.py::TestNNInit::test_xavier_normal, test/nn/test_init.py::TestNNInit::test_xavier_normal_errors_on_inputs_smaller_than_2d, test/nn/test_init.py::TestNNInit::test_xavier_uniform, test/nn/test_init.py::TestNNInit::test_xavier_uniform_errors_on_inputs_smaller_than_2d 2025-08-26T23:06:11.9907183Z 2025-08-26T23:06:11.9907312Z Running nn/test_lazy_modules 1/1 ... [2025-08-26 23:06:11.989263] 2025-08-26T23:06:11.9907549Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:06:11.9908109Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'nn/test_lazy_modules.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:06:11.989629] 2025-08-26T23:06:23.3528804Z 2025-08-26T23:06:23.3530658Z nn/test_lazy_modules 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_lazy_modules_1.1_cc849d9108b6ed7b_.log 2025-08-26T23:06:23.3547098Z Running 59 items in this shard: test/nn/test_lazy_modules.py::TestLazyModules::test_chained_initialization, test/nn/test_lazy_modules.py::TestLazyModules::test_invalid_functions, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm1d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm1d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm1d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm2d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm2d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm2d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm3d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm3d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm3d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm_with_dict_input, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv1d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv1d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv1d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv2d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv2d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv2d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv3d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv3d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv3d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose1d_kwargs, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose1d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose1d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose2d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose2d_kwargs, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose2d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose2d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose3d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose3d_kwargs, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose3d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose3d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transposed1d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_forward_hook, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm1d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm1d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm1d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm2d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm2d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm2d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm3d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm3d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm3d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_linear_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_linear_state_and_forward, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_module_buffer, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_module_jit_buffer, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_module_jit_param, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_module_parameter, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_pre_forward_hook, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_share_memory_buffer, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_share_memory_param, test/nn/test_lazy_modules.py::TestLazyModules::test_linear, test/nn/test_lazy_modules.py::TestLazyModules::test_linear_state, test/nn/test_lazy_modules.py::TestLazyModules::test_materialize_device, test/nn/test_lazy_modules.py::TestLazyModules::test_materialize_dtype, test/nn/test_lazy_modules.py::TestLazyModules::test_optimizer_pass, test/nn/test_lazy_modules.py::TestLazyModules::test_spectral_norm, test/nn/test_lazy_modules.py::TestLazyModules::test_weight_norm 2025-08-26T23:06:23.3556466Z 2025-08-26T23:06:23.3556574Z Running test_accelerator 1/1 ... [2025-08-26 23:06:23.352892] 2025-08-26T23:06:23.3556815Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:06:23.3557366Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_accelerator.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:06:23.353140] 2025-08-26T23:06:26.5250325Z 2025-08-26T23:06:26.5250978Z test_accelerator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_accelerator_1.1_467bb874a29973c3_.log 2025-08-26T23:06:26.5253153Z Running 11 items in this shard: test/test_accelerator.py::TestAccelerator::test_current_accelerator, test/test_accelerator.py::TestAccelerator::test_current_stream_query, test/test_accelerator.py::TestAccelerator::test_device_context_manager, test/test_accelerator.py::TestAccelerator::test_generic_event_behavior, test/test_accelerator.py::TestAccelerator::test_generic_multi_device_behavior, test/test_accelerator.py::TestAccelerator::test_generic_stream_behavior, test/test_accelerator.py::TestAccelerator::test_memory_stats, test/test_accelerator.py::TestAccelerator::test_multi_device_context_manager, test/test_accelerator.py::TestAccelerator::test_multi_device_stream_context_manager, test/test_accelerator.py::TestAccelerator::test_pin_memory_on_non_blocking_copy, test/test_accelerator.py::TestAccelerator::test_stream_context_manager 2025-08-26T23:06:26.5255119Z 2025-08-26T23:06:26.5261432Z Running test_appending_byte_serializer 1/1 ... [2025-08-26 23:06:26.525158] 2025-08-26T23:06:26.5261891Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:06:26.5262503Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_appending_byte_serializer.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:06:26.525398] 2025-08-26T23:06:29.1511777Z 2025-08-26T23:06:29.1512951Z test_appending_byte_serializer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_appending_byte_serializer_1.1_04fe3ba13b7037d6_.log 2025-08-26T23:06:29.1514110Z Running 3 items in this shard: test/test_appending_byte_serializer.py::TestAppendingByteSerializer::test_checksum, test/test_appending_byte_serializer.py::TestAppendingByteSerializer::test_write_and_read_class, test/test_appending_byte_serializer.py::TestAppendingByteSerializer::test_write_and_read_int 2025-08-26T23:06:29.1514846Z 2025-08-26T23:06:29.1515186Z Running test_autoload 1/1 ... [2025-08-26 23:06:29.151221] 2025-08-26T23:06:29.1515617Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:06:29.1517305Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_autoload.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:06:29.151453] 2025-08-26T23:06:32.4775137Z 2025-08-26T23:06:32.4775747Z test_autoload 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_autoload_1.1_fd14e6a19b0b1259_.log 2025-08-26T23:06:32.4776126Z Running 1 items in this shard: test/test_autoload.py::TestDeviceBackendAutoload::test_autoload 2025-08-26T23:06:32.4776280Z 2025-08-26T23:06:32.4776574Z Running test_bundled_inputs 1/1 ... [2025-08-26 23:06:32.477475] 2025-08-26T23:06:32.4776728Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:06:32.4779439Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_bundled_inputs.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:06:32.477666] 2025-08-26T23:06:38.9143517Z 2025-08-26T23:06:38.9144640Z test_bundled_inputs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_bundled_inputs_1.1_c3db555363d89437_.log 2025-08-26T23:06:38.9147218Z Running 12 items in this shard: test/test_bundled_inputs.py::TestBundledInputs::test_bad_inputs, test/test_bundled_inputs.py::TestBundledInputs::test_dict_args, test/test_bundled_inputs.py::TestBundledInputs::test_double_augment_fail, test/test_bundled_inputs.py::TestBundledInputs::test_double_augment_non_mutator, test/test_bundled_inputs.py::TestBundledInputs::test_double_augment_success, test/test_bundled_inputs.py::TestBundledInputs::test_large_tensor_with_inflation, test/test_bundled_inputs.py::TestBundledInputs::test_multiple_methods_with_inputs, test/test_bundled_inputs.py::TestBundledInputs::test_multiple_methods_with_inputs_both_defined_failure, test/test_bundled_inputs.py::TestBundledInputs::test_multiple_methods_with_inputs_neither_defined_failure, test/test_bundled_inputs.py::TestBundledInputs::test_non_tensors, test/test_bundled_inputs.py::TestBundledInputs::test_rejected_tensors, test/test_bundled_inputs.py::TestBundledInputs::test_single_tensors 2025-08-26T23:06:38.9149353Z 2025-08-26T23:06:38.9149473Z Running test_comparison_utils 1/1 ... [2025-08-26 23:06:38.911946] 2025-08-26T23:06:38.9156298Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:06:38.9156911Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_comparison_utils.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:06:38.912172] 2025-08-26T23:06:41.9315406Z 2025-08-26T23:06:41.9316170Z test_comparison_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_comparison_utils_1.1_236907d771383547_.log 2025-08-26T23:06:41.9317711Z Running 7 items in this shard: test/test_comparison_utils.py::TestComparisonUtils::test_all_equal_no_assert, test/test_comparison_utils.py::TestComparisonUtils::test_all_equal_no_assert_nones, test/test_comparison_utils.py::TestComparisonUtils::test_assert_device, test/test_comparison_utils.py::TestComparisonUtils::test_assert_dtype, test/test_comparison_utils.py::TestComparisonUtils::test_assert_layout, test/test_comparison_utils.py::TestComparisonUtils::test_assert_sizes, test/test_comparison_utils.py::TestComparisonUtils::test_assert_strides 2025-08-26T23:06:41.9318619Z 2025-08-26T23:06:41.9321026Z Running test_compile_benchmark_util 1/1 ... [2025-08-26 23:06:41.931589] 2025-08-26T23:06:41.9321203Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:06:41.9321688Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_compile_benchmark_util.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:06:41.931804] 2025-08-26T23:06:49.0313030Z 2025-08-26T23:06:49.0314040Z test_compile_benchmark_util 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_compile_benchmark_util_1.1_2f38e485aa4a8689_.log 2025-08-26T23:06:49.0314557Z Running 1 items in this shard: test/test_compile_benchmark_util.py::TestCompileBenchmarkUtil::test_training_and_inference 2025-08-26T23:06:49.0314753Z 2025-08-26T23:06:49.0315649Z Running test_cpp_api_parity 1/1 ... [2025-08-26 23:06:49.031387] 2025-08-26T23:06:49.0316875Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:06:49.0317681Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_cpp_api_parity.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:06:49.031619] 2025-08-26T23:07:58.3662944Z 2025-08-26T23:07:58.3664035Z test_cpp_api_parity 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cpp_api_parity_1.1_518851f27d2788cc_.log 2025-08-26T23:07:58.3761133Z Running 488 items in this shard: test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCELoss_no_batch_dim_mean, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCELoss_no_batch_dim_mean_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCELoss_no_batch_dim_none, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCELoss_no_batch_dim_none_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCELoss_no_batch_dim_sum, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCELoss_no_batch_dim_sum_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCEWithLogitsLoss_no_batch_dim_mean, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCEWithLogitsLoss_no_batch_dim_mean_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCEWithLogitsLoss_no_batch_dim_none, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCEWithLogitsLoss_no_batch_dim_none_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCEWithLogitsLoss_no_batch_dim_sum, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCEWithLogitsLoss_no_batch_dim_sum_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_circular_stride2_pad2, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_circular_stride2_pad2_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_dilated, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_dilated_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_groups, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_groups_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_pad1, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_pad1_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_pad1size1, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_pad1size1_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_pad2, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_pad2_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_pad2size1, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_pad2size1_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_pad_same, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_pad_same2, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_pad_same2_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_pad_same_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_pad_same_dilated, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_pad_same_dilated_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_pad_valid, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_pad_valid_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_reflect_stride2_pad2, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_reflect_stride2_pad2_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_replicate_stride2_pad2, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_replicate_stride2_pad2_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_stride, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_stride_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_zero_batch, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_zero_batch_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_zeros_stride2_pad2, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv1d_zeros_stride2_pad2_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_circular_stride2_pad2, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_circular_stride2_pad2_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_depthwise, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_depthwise_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_depthwise_dilated, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_depthwise_dilated_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_depthwise_padded, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_depthwise_padded_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_depthwise_strided, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_depthwise_strided_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_depthwise_with_multiplier, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_depthwise_with_multiplier_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_dilated, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_dilated_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_groups, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_groups_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_groups_thnn, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_groups_thnn_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_no_bias, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_no_bias_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_pad_same, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_pad_same_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_pad_same_dilated, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_pad_same_dilated_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_pad_valid, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_pad_valid_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_padding, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_padding_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_reflect_stride2_pad2, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_reflect_stride2_pad2_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_replicate_stride2_pad2, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_replicate_stride2_pad2_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_strided, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_strided_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_zero_batch, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_zero_batch_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_zeros_stride2_pad2, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv2d_zeros_stride2_pad2_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_1x1x1_no_bias, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_1x1x1_no_bias_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_circular_stride2_pad2, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_circular_stride2_pad2_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_dilated, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_dilated_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_dilated_strided, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_dilated_strided_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_groups, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_groups_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_no_bias, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_no_bias_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_pad_same, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_pad_same_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_pad_same_dilated, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_pad_same_dilated_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_pad_valid, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_pad_valid_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_replicate_stride2_pad2, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_replicate_stride2_pad2_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_stride, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_stride_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_stride_padding, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_stride_padding_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_zero_batch, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_zero_batch_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_zeros_stride2_pad2, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Conv3d_zeros_stride2_pad2_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ConvTranspose1d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ConvTranspose1d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ConvTranspose1d_dilated, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ConvTranspose1d_dilated_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ConvTranspose1d_groups, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ConvTranspose1d_groups_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ConvTranspose1d_no_bias, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ConvTranspose1d_no_bias_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ConvTranspose2d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ConvTranspose2d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ConvTranspose2d_dilated, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ConvTranspose2d_dilated_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ConvTranspose2d_groups, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ConvTranspose2d_groups_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ConvTranspose2d_no_bias, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ConvTranspose2d_no_bias_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ConvTranspose3d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ConvTranspose3d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ConvTranspose3d_dilated, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ConvTranspose3d_dilated_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_CosineEmbeddingLoss_no_batch_dim_mean, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_CosineEmbeddingLoss_no_batch_dim_mean_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_CosineEmbeddingLoss_no_batch_dim_none, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_CosineEmbeddingLoss_no_batch_dim_none_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_CosineEmbeddingLoss_no_batch_dim_sum, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_CosineEmbeddingLoss_no_batch_dim_sum_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_CrossMapLRN2d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_CrossMapLRN2d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Embedding, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_EmbeddingBag_discontiguous, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_EmbeddingBag_discontiguous_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_EmbeddingBag_max, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_EmbeddingBag_max_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_EmbeddingBag_max_padding_idx, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_EmbeddingBag_max_padding_idx_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_EmbeddingBag_mean, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_EmbeddingBag_mean_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_EmbeddingBag_mean_padding_idx, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_EmbeddingBag_mean_padding_idx_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_EmbeddingBag_sparse, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_EmbeddingBag_sparse_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_EmbeddingBag_sum, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_EmbeddingBag_sum_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_EmbeddingBag_sum_padding_idx, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_EmbeddingBag_sum_padding_idx_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Embedding_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Embedding_discontiguous, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Embedding_discontiguous_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Embedding_sparse, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Embedding_sparse_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Flatten, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Flatten_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Flatten_no_batch_dim, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Flatten_no_batch_dim_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Fold, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Fold_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Fold_int_input, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Fold_int_input_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Fold_no_batch_dim_input, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Fold_no_batch_dim_input_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Fold_no_batch_dim_int_input, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Fold_no_batch_dim_int_input_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_HingeEmbeddingLoss_no_batch_dim_mean, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_HingeEmbeddingLoss_no_batch_dim_mean_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_HingeEmbeddingLoss_no_batch_dim_none, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_HingeEmbeddingLoss_no_batch_dim_none_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_HingeEmbeddingLoss_no_batch_dim_sum, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_HingeEmbeddingLoss_no_batch_dim_sum_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_LayerNorm_3d_no_affine_large_feature, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_LayerNorm_3d_no_affine_large_feature_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Linear, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Linear_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Linear_no_batch_dim, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Linear_no_batch_dim_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Linear_no_bias, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Linear_no_bias_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_MarginRankingLoss_no_batch_dim_mean, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_MarginRankingLoss_no_batch_dim_mean_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_MarginRankingLoss_no_batch_dim_none, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_MarginRankingLoss_no_batch_dim_none_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_MarginRankingLoss_no_batch_dim_sum, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_MarginRankingLoss_no_batch_dim_sum_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_MultiLabelMarginLoss_no_batch_dim_mean, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_MultiLabelMarginLoss_no_batch_dim_mean_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_MultiLabelMarginLoss_no_batch_dim_none, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_MultiLabelMarginLoss_no_batch_dim_none_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_MultiLabelMarginLoss_no_batch_dim_sum, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_MultiLabelMarginLoss_no_batch_dim_sum_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_MultiLabelSoftMarginLoss_no_batch_dim_mean, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_MultiLabelSoftMarginLoss_no_batch_dim_mean_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_MultiLabelSoftMarginLoss_no_batch_dim_none, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_MultiLabelSoftMarginLoss_no_batch_dim_none_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_MultiLabelSoftMarginLoss_no_batch_dim_sum, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_MultiLabelSoftMarginLoss_no_batch_dim_sum_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_NLLLoss_no_batch_dim_mean, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_NLLLoss_no_batch_dim_mean_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_NLLLoss_no_batch_dim_none, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_NLLLoss_no_batch_dim_none_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_NLLLoss_no_batch_dim_sum, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_NLLLoss_no_batch_dim_sum_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_PairwiseDistance, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_PairwiseDistance_broadcast_lhs, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_PairwiseDistance_broadcast_lhs_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_PairwiseDistance_broadcast_rhs, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_PairwiseDistance_broadcast_rhs_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_PairwiseDistance_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_PairwiseDistance_no_batch_dim, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_PairwiseDistance_no_batch_dim_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_PairwiseDistance_with_non_default_args, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_PairwiseDistance_with_non_default_args_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_PixelShuffle, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_PixelShuffle_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_PixelUnshuffle, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_PixelUnshuffle_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_RReLU, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_RReLU_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_RReLU_with_up_down, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_RReLU_with_up_down_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_RReLU_with_up_down_scalar, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_RReLU_with_up_down_scalar_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ReplicationPad3d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ReplicationPad3d_complex, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ReplicationPad3d_complex_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ReplicationPad3d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ReplicationPad3d_no_batch_dim, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_ReplicationPad3d_no_batch_dim_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_SampleModule_has_parity, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_SampleModule_has_parity_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_SampleModule_no_parity, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_SampleModule_no_parity_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_SoftMarginLoss_no_batch_dim_mean, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_SoftMarginLoss_no_batch_dim_mean_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_SoftMarginLoss_no_batch_dim_none, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_SoftMarginLoss_no_batch_dim_none_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_SoftMarginLoss_no_batch_dim_sum, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_SoftMarginLoss_no_batch_dim_sum_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_TransformerDecoderLayer_gelu_activation, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_TransformerDecoderLayer_gelu_activation_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_TransformerDecoderLayer_relu_activation, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_TransformerDecoderLayer_relu_activation_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_TransformerEncoderLayer_gelu_activation, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_TransformerEncoderLayer_gelu_activation_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_TransformerEncoderLayer_relu_activation, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_TransformerEncoderLayer_relu_activation_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Transformer_multilayer_coder, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Transformer_multilayer_coder_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_TripletMarginLoss_no_batch_dim_mean, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_TripletMarginLoss_no_batch_dim_mean_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_TripletMarginLoss_no_batch_dim_none, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_TripletMarginLoss_no_batch_dim_none_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_TripletMarginLoss_no_batch_dim_sum, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_TripletMarginLoss_no_batch_dim_sum_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Unflatten_no_batch_dim, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Unflatten_no_batch_dim_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Unfold, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Unfold_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Unfold_int_input, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_Unfold_int_input_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_BCELoss_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_BCELoss_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_BCELoss_no_reduce_scalar, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_BCELoss_no_reduce_scalar_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_BCELoss_weights_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_BCELoss_weights_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_BCELoss_weights_no_reduce_scalar, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_BCELoss_weights_no_reduce_scalar_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_BCEWithLogitsLoss_legacy_enum, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_BCEWithLogitsLoss_legacy_enum_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_BCEWithLogitsLoss_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_BCEWithLogitsLoss_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_BCEWithLogitsLoss_no_reduce_scalar, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_BCEWithLogitsLoss_no_reduce_scalar_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_HingeEmbeddingLoss_margin_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_HingeEmbeddingLoss_margin_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_HingeEmbeddingLoss_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_HingeEmbeddingLoss_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_HuberLoss_delta, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_HuberLoss_delta_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_KLDivLoss_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_KLDivLoss_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_KLDivLoss_no_reduce_log_target, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_KLDivLoss_no_reduce_log_target_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_KLDivLoss_no_reduce_scalar, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_KLDivLoss_no_reduce_scalar_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_KLDivLoss_no_reduce_scalar_log_target, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_KLDivLoss_no_reduce_scalar_log_target_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_KLDivLoss_with_log_target_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_KLDivLoss_with_log_target_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_KLDivLoss_with_target_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_KLDivLoss_with_target_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_L1Loss_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_L1Loss_no_reduce_complex, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_L1Loss_no_reduce_complex_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_L1Loss_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_L1Loss_no_reduce_scalar, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_L1Loss_no_reduce_scalar_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MSELoss_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MSELoss_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MSELoss_no_reduce_scalar, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MSELoss_no_reduce_scalar_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MultiLabelMarginLoss_0d_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MultiLabelMarginLoss_0d_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MultiLabelMarginLoss_1d_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MultiLabelMarginLoss_1d_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MultiLabelMarginLoss_index_neg, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MultiLabelMarginLoss_index_neg_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MultiLabelMarginLoss_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MultiLabelMarginLoss_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MultiLabelSoftMarginLoss_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MultiLabelSoftMarginLoss_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MultiLabelSoftMarginLoss_weights_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MultiLabelSoftMarginLoss_weights_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MultiMarginLoss_1d_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MultiMarginLoss_1d_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MultiMarginLoss_margin_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MultiMarginLoss_margin_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MultiMarginLoss_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MultiMarginLoss_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MultiMarginLoss_p_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MultiMarginLoss_p_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MultiMarginLoss_weights_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_MultiMarginLoss_weights_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_NLLLoss2d_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_NLLLoss2d_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_NLLLoss2d_no_reduce_ignore_index, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_NLLLoss2d_no_reduce_ignore_index_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_NLLLoss2d_no_reduce_weights, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_NLLLoss2d_no_reduce_weights_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_NLLLossNd_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_NLLLossNd_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_NLLLossNd_no_reduce_ignore_index, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_NLLLossNd_no_reduce_ignore_index_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_NLLLossNd_no_reduce_weights, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_NLLLossNd_no_reduce_weights_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_NLLLoss_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_NLLLoss_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_NLLLoss_no_reduce_ignore_index, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_NLLLoss_no_reduce_ignore_index_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_NLLLoss_no_reduce_weights, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_NLLLoss_no_reduce_weights_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_NLLLoss_no_reduce_weights_ignore_index, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_NLLLoss_no_reduce_weights_ignore_index_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_NLLLoss_no_reduce_weights_ignore_index_neg, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_NLLLoss_no_reduce_weights_ignore_index_neg_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_PoissonNLLLoss_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_PoissonNLLLoss_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_SmoothL1Loss_beta, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_SmoothL1Loss_beta_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_SmoothL1Loss_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_SmoothL1Loss_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_SmoothL1Loss_no_reduce_scalar, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_SmoothL1Loss_no_reduce_scalar_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_SmoothL1Loss_zero_beta, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_SmoothL1Loss_zero_beta_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_SoftMarginLoss_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_SoftMarginLoss_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bicubic_2d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bicubic_2d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bicubic_2d_zero_dim, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bicubic_2d_zero_dim_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bicubic_scale_2d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bicubic_scale_2d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bicubic_scale_tuple_shared_2d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bicubic_scale_tuple_shared_2d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bicubic_scale_tuple_skewed_2d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bicubic_scale_tuple_skewed_2d_align_corners, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bicubic_scale_tuple_skewed_2d_align_corners_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bicubic_scale_tuple_skewed_2d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bicubic_tuple_2d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bicubic_tuple_2d_align_corners, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bicubic_tuple_2d_align_corners_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bicubic_tuple_2d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_2d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_2d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_2d_zero_dim, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_2d_zero_dim_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_scale_2d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_scale_2d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_scale_tuple_shared_2d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_scale_tuple_shared_2d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_scale_tuple_skewed_2d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_scale_tuple_skewed_2d_align_corners, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_scale_tuple_skewed_2d_align_corners_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_scale_tuple_skewed_2d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_tuple_2d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_tuple_2d_align_corners, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_tuple_2d_align_corners_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_tuple_2d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_linear_1d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_linear_1d_align_corners, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_linear_1d_align_corners_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_linear_1d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_linear_1d_zero_dim, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_linear_1d_zero_dim_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_linear_scale_1d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_linear_scale_1d_align_corners, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_linear_scale_1d_align_corners_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_linear_scale_1d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_linear_tuple_1d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_linear_tuple_1d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_1d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_1d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_1d_zero_dim, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_1d_zero_dim_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_2d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_2d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_2d_launch_configs, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_2d_launch_configs_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_2d_zero_dim, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_2d_zero_dim_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_3d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_3d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_3d_zero_dim, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_3d_zero_dim_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_scale_1d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_scale_1d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_scale_2d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_scale_2d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_scale_3d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_scale_3d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_tuple_1d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_tuple_1d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_tuple_2d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_tuple_2d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_tuple_3d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_tuple_3d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_trilinear_3d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_trilinear_3d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_trilinear_3d_zero_dim, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_trilinear_3d_zero_dim_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_trilinear_scale_3d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_trilinear_scale_3d_align_corners, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_trilinear_scale_3d_align_corners_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_trilinear_scale_3d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_trilinear_tuple_3d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_trilinear_tuple_3d_align_corners, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_trilinear_tuple_3d_align_corners_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_trilinear_tuple_3d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_dim0, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_dim0_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_dim3, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_dim3_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_lastdim, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_lastdim_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_scalar, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_scalar_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_spatial, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_spatial_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_spatial_special, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_spatial_special_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_multimarginloss_1d_input_0d_target_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_multimarginloss_1d_input_0d_target_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_sample_functional_has_parity, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_sample_functional_has_parity_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_sample_functional_no_parity, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_sample_functional_no_parity_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_functional_dim0, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_functional_dim0_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_functional_dim3, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_functional_dim3_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_functional_scalar, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_functional_scalar_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_lastdim, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_lastdim_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_lastdim_dtype, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_lastdim_dtype_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_spatial, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_spatial_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_spatial_dtype, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_spatial_dtype_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_spatial_special, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_spatial_special_cuda 2025-08-26T23:07:58.3856331Z 2025-08-26T23:07:58.3856480Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading 2025-08-26T23:07:58.3856751Z Uploading artifacts took 0.00 seconds 2025-08-26T23:07:58.3862870Z Running test_cpp_extensions_mtia_backend 1/1 ... [2025-08-26 23:07:58.366944] 2025-08-26T23:07:58.3863161Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:07:58.3864974Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_cpp_extensions_mtia_backend.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:07:58.367338] 2025-08-26T23:08:00.8911014Z 2025-08-26T23:08:00.8912059Z test_cpp_extensions_mtia_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cpp_extensions_mtia_backend_1.1_a01d6d04b82802bd_.log 2025-08-26T23:08:00.8914144Z Running 5 items in this shard: test/test_cpp_extensions_mtia_backend.py::TestCppExtensionMTIABackend::test_device_context, test/test_cpp_extensions_mtia_backend.py::TestCppExtensionMTIABackend::test_get_device_module, test/test_cpp_extensions_mtia_backend.py::TestCppExtensionMTIABackend::test_stream_basic, test/test_cpp_extensions_mtia_backend.py::TestCppExtensionMTIABackend::test_stream_context, test/test_cpp_extensions_mtia_backend.py::TestCppExtensionMTIABackend::test_stream_context_different_device 2025-08-26T23:08:00.8915483Z 2025-08-26T23:08:00.8918613Z Running test_cpp_extensions_stream_and_event 1/1 ... [2025-08-26 23:08:00.891105] 2025-08-26T23:08:00.8918884Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:08:00.8924236Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_cpp_extensions_stream_and_event.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:08:00.891266] 2025-08-26T23:08:03.3130461Z 2025-08-26T23:08:03.3131042Z test_cpp_extensions_stream_and_event 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cpp_extensions_stream_and_event_1.1_5020732b8802b926_.log 2025-08-26T23:08:03.3132018Z Running 1 items in this shard: test/test_cpp_extensions_stream_and_event.py::TestCppExtensionStreamAndEvent::test_stream_event 2025-08-26T23:08:03.3132213Z 2025-08-26T23:08:03.3132291Z Running test_cuda_primary_ctx 1/1 ... [2025-08-26 23:08:03.310936] 2025-08-26T23:08:03.3132454Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:08:03.3132877Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_cuda_primary_ctx.py', '--shard-id=1', '--num-shards=1', '-v', '--subprocess', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:08:03.311118] 2025-08-26T23:08:17.2948113Z 2025-08-26T23:08:17.2955585Z test_cuda_primary_ctx 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_primary_ctx_1.1_bdd41aae9e579ac6_.log 2025-08-26T23:08:17.2957210Z Running 4 items in this shard: test/test_cuda_primary_ctx.py::TestCudaPrimaryCtx::test_copy, test/test_cuda_primary_ctx.py::TestCudaPrimaryCtx::test_pin_memory, test/test_cuda_primary_ctx.py::TestCudaPrimaryCtx::test_set_device_0, test/test_cuda_primary_ctx.py::TestCudaPrimaryCtx::test_str_repr 2025-08-26T23:08:17.2958014Z Running 1 items in this shard: test/test_cuda_primary_ctx.py::TestCudaPrimaryCtx::test_copy 2025-08-26T23:08:17.2958403Z Running 1 items in this shard: test/test_cuda_primary_ctx.py::TestCudaPrimaryCtx::test_pin_memory 2025-08-26T23:08:17.2958802Z Running 1 items in this shard: test/test_cuda_primary_ctx.py::TestCudaPrimaryCtx::test_set_device_0 2025-08-26T23:08:17.2959190Z Running 1 items in this shard: test/test_cuda_primary_ctx.py::TestCudaPrimaryCtx::test_str_repr 2025-08-26T23:08:17.2959411Z 2025-08-26T23:08:17.2961994Z Running test_expanded_weights 1/1 ... [2025-08-26 23:08:17.294958] 2025-08-26T23:08:17.2962875Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:08:17.2963402Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_expanded_weights.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:08:17.295236] 2025-08-26T23:08:48.1249555Z 2025-08-26T23:08:48.1251824Z test_expanded_weights 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_expanded_weights_1.1_f10dc372ca78615b_.log 2025-08-26T23:08:48.1298420Z Running 220 items in this shard: test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_forward_helper_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_forward_helper_failure_args_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_set_grad_sample_if_exists_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_set_grad_sample_if_exists_failure_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_sum_over_all_but_batch_and_last_n_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_unpack_expanded_weight_or_tensor_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_unpack_expanded_weight_or_tensor_failure_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_unpack_expanded_weight_or_tensor_with_custom_function_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_cnn_model_mean_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_cnn_model_sum_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_embedding_model_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_error_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_complex128, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_complex32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_complex64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_complex128, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_complex32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_complex64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv3d_cuda_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv3d_cuda_complex128, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv3d_cuda_complex32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv3d_cuda_complex64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv3d_cuda_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv3d_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv3d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_embedding_cuda_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_embedding_cuda_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_embedding_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_embedding_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_group_norm_cuda_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_group_norm_cuda_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_group_norm_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_group_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_instance_norm_cuda_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_instance_norm_cuda_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_instance_norm_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_instance_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_layer_norm_cuda_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_layer_norm_cuda_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_layer_norm_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_layer_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_linear_cuda_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_linear_cuda_complex128, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_linear_cuda_complex64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_linear_cuda_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_linear_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_linear_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_mean_nn_functional_conv1d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_mean_nn_functional_conv2d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_mean_nn_functional_conv3d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_mean_nn_functional_embedding_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_mean_nn_functional_group_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_mean_nn_functional_instance_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_mean_nn_functional_layer_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_mean_nn_functional_linear_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_sum_nn_functional_conv1d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_sum_nn_functional_conv2d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_sum_nn_functional_conv3d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_sum_nn_functional_embedding_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_sum_nn_functional_group_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_sum_nn_functional_instance_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_sum_nn_functional_layer_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_per_sample_grad_sum_nn_functional_linear_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_conv1d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_conv2d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_conv3d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_embedding_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_group_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_instance_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_layer_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_linear_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_group_norm_error_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_group_norm_model_num_dim_1_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_group_norm_model_num_dim_2_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_group_norm_model_num_dim_3_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_instance_norm_model_num_dim_1_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_instance_norm_model_num_dim_2_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_instance_norm_model_num_dim_3_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_layer_norm_model_num_dim_1_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_layer_norm_model_num_dim_2_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_layer_norm_model_num_dim_3_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_unsupported_expand_weights_nn_functional_conv1d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_unsupported_expand_weights_nn_functional_conv2d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_unsupported_expand_weights_nn_functional_conv3d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_unsupported_expand_weights_nn_functional_embedding_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_unsupported_expand_weights_nn_functional_group_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_unsupported_expand_weights_nn_functional_instance_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_unsupported_expand_weights_nn_functional_layer_norm_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_unsupported_expand_weights_nn_functional_linear_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_circular_stride2_pad2_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_circular_stride2_pad2_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_circular_stride2_pad2_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_pad1_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_pad1_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_pad1_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_pad1size1_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_pad1size1_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_pad1size1_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_pad2_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_pad2_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_pad2_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_pad2size1_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_pad2size1_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_pad2size1_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_reflect_stride2_pad2_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_reflect_stride2_pad2_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_reflect_stride2_pad2_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_replicate_stride2_pad2_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_replicate_stride2_pad2_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_replicate_stride2_pad2_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_stride_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_stride_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_stride_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_zero_batch_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_zero_batch_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_zero_batch_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_zeros_stride2_pad2_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_zeros_stride2_pad2_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv1d_zeros_stride2_pad2_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_circular_stride2_pad2_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_circular_stride2_pad2_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_circular_stride2_pad2_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_dilated_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_dilated_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_dilated_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_no_bias_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_no_bias_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_no_bias_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_padding_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_padding_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_padding_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_reflect_stride2_pad2_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_reflect_stride2_pad2_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_reflect_stride2_pad2_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_replicate_stride2_pad2_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_replicate_stride2_pad2_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_replicate_stride2_pad2_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_strided_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_strided_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_strided_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_zero_batch_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_zero_batch_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_zero_batch_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_zeros_stride2_pad2_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_zeros_stride2_pad2_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv2d_zeros_stride2_pad2_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_1x1x1_no_bias_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_1x1x1_no_bias_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_1x1x1_no_bias_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_circular_stride2_pad2_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_circular_stride2_pad2_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_circular_stride2_pad2_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_no_bias_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_no_bias_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_no_bias_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_replicate_stride2_pad2_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_replicate_stride2_pad2_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_replicate_stride2_pad2_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_stride_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_stride_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_stride_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_stride_padding_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_stride_padding_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_stride_padding_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_zero_batch_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_zero_batch_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_zero_batch_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_zeros_stride2_pad2_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_zeros_stride2_pad2_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Conv3d_zeros_stride2_pad2_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Embedding_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Embedding_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Embedding_discontiguous_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Embedding_discontiguous_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Embedding_discontiguous_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Embedding_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_LayerNorm_3d_no_affine_large_feature_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_LayerNorm_3d_no_affine_large_feature_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_LayerNorm_3d_no_affine_large_feature_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Linear_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Linear_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Linear_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Linear_no_batch_dim_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Linear_no_batch_dim_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Linear_no_batch_dim_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Linear_no_bias_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Linear_no_bias_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Linear_no_bias_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_GRU_eval_mode_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_GRU_eval_mode_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_GRU_train_mode_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_GRU_train_mode_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_LSTM_eval_mode_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_LSTM_eval_mode_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_LSTM_train_mode_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_LSTM_train_mode_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_RNN_eval_mode_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_RNN_eval_mode_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_RNN_train_mode_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_RNN_train_mode_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_per_sample_api_compute_batch_size_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_per_sample_api_compute_batch_size_not_pytreeable_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_per_sample_api_failing_cuda 2025-08-26T23:08:48.1332198Z 2025-08-26T23:08:48.1332276Z Running test_futures 1/1 ... [2025-08-26 23:08:48.125102] 2025-08-26T23:08:48.1332468Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:08:48.1332834Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_futures.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:08:48.125327] 2025-08-26T23:08:51.0958165Z 2025-08-26T23:08:51.0958895Z test_futures 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_futures_1.1_ead58bcfedde7ae6_.log 2025-08-26T23:08:51.0961016Z Running 22 items in this shard: test/test_futures.py::TestFuture::test_add_done_callback_error_is_ignored, test/test_futures.py::TestFuture::test_add_done_callback_maintains_callback_order, test/test_futures.py::TestFuture::test_add_done_callback_no_arg_error_is_ignored, test/test_futures.py::TestFuture::test_add_done_callback_simple, test/test_futures.py::TestFuture::test_chained_then, test/test_futures.py::TestFuture::test_collect_all, test/test_futures.py::TestFuture::test_done, test/test_futures.py::TestFuture::test_done_exception, test/test_futures.py::TestFuture::test_interleaving_then_and_add_done_callback_maintains_callback_order, test/test_futures.py::TestFuture::test_interleaving_then_and_add_done_callback_propagates_error, test/test_futures.py::TestFuture::test_mark_future_twice, test/test_futures.py::TestFuture::test_pickle_future, test/test_futures.py::TestFuture::test_set_exception, test/test_futures.py::TestFuture::test_set_exception_multithreading, test/test_futures.py::TestFuture::test_then, test/test_futures.py::TestFuture::test_then_no_arg, test/test_futures.py::TestFuture::test_then_raise, test/test_futures.py::TestFuture::test_then_wrong_arg, test/test_futures.py::TestFuture::test_wait, test/test_futures.py::TestFuture::test_wait_all, test/test_futures.py::TestFuture::test_wait_multi_thread, test/test_futures.py::TestFuture::test_wait_none 2025-08-26T23:08:51.0963077Z 2025-08-26T23:08:51.0963159Z Running test_hop_infra 1/1 ... [2025-08-26 23:08:51.095907] 2025-08-26T23:08:51.0968027Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:08:51.0968425Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_hop_infra.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:08:51.096179] 2025-08-26T23:08:53.7664226Z 2025-08-26T23:08:53.7665424Z test_hop_infra 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_hop_infra_1.1_2e99fb5fcf9bb886_.log 2025-08-26T23:08:53.7666012Z Running 3 items in this shard: test/test_hop_infra.py::TestHOPInfra::test_all_hops_are_imported, test/test_hop_infra.py::TestHOPInfra::test_all_hops_have_opinfo, test/test_hop_infra.py::TestHOPInfra::test_imports_from_all_work 2025-08-26T23:08:53.7666411Z 2025-08-26T23:08:53.7667965Z Running test_import_stats 1/1 ... [2025-08-26 23:08:53.766408] 2025-08-26T23:08:53.7668364Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:08:53.7671197Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_import_stats.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:08:53.766693] 2025-08-26T23:08:58.4907790Z 2025-08-26T23:08:58.4908755Z test_import_stats 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_import_stats_1.1_cb9d8c187db5de93_.log 2025-08-26T23:08:58.4910158Z Running 2 items in this shard: test/test_import_stats.py::TestImportTime::test_time_cuda_device_count, test/test_import_stats.py::TestImportTime::test_time_import_torch 2025-08-26T23:08:58.4917087Z 2025-08-26T23:08:58.4917226Z Running test_masked 1/1 ... [2025-08-26 23:08:58.490588] 2025-08-26T23:08:58.4917481Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:08:58.4918199Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_masked.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:08:58.490806] 2025-08-26T23:09:17.9450776Z 2025-08-26T23:09:17.9458675Z test_masked 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_masked_1.1_81f478370270e513_.log 2025-08-26T23:09:17.9482658Z Running 194 items in this shard: test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amax_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_amin_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_mean_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_prod_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_coo_masked_sum_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amax_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_amin_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_mean_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_prod_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_sparse_csr_masked_sum_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amax_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_amin_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_mean_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_prod_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_bool, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_mask_layout_strided_masked_sum_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_log_softmax_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_log_softmax_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_log_softmax_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_log_softmax_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_norm_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_norm_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_norm_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_norm_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_normalize_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_normalize_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_normalize_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_normalize_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_normalize_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_normalize_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmax_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmax_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmax_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmax_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmin_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmin_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmin_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_softmin_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_std_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_bfloat16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_complex128, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_complex64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_float16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_float32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_float64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_int16, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_int32, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_int64, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_int8, test/test_masked.py::TestMaskedCUDA::test_reference_masked_masked_var_cuda_uint8, test/test_masked.py::TestMaskedCUDA::test_where_coo_fill_value_0_cuda, test/test_masked.py::TestMaskedCUDA::test_where_coo_fill_value_123_cuda, test/test_masked.py::TestMaskedCUDA::test_where_csr_fill_value_0_cuda, test/test_masked.py::TestMaskedCUDA::test_where_csr_fill_value_123_cuda, test/test_masked.py::TestMaskedCUDA::test_where_hybrid_coo_fill_value_0_cuda, test/test_masked.py::TestMaskedCUDA::test_where_hybrid_coo_fill_value_123_cuda 2025-08-26T23:09:17.9503923Z 2025-08-26T23:09:17.9504000Z Running test_out_dtype_op 1/1 ... [2025-08-26 23:09:17.945067] 2025-08-26T23:09:17.9504164Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:09:17.9504540Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_out_dtype_op.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:09:17.945288] 2025-08-26T23:09:24.1208708Z 2025-08-26T23:09:24.1210302Z test_out_dtype_op 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_out_dtype_op_1.1_3907b53471572e8f_.log 2025-08-26T23:09:24.1212291Z Running 12 items in this shard: test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_dynamo, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_inductor_decomp, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_inductor_decomp_trace, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_int_mm_default_trace, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_make_fx, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_mm_numerical, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_mul_scalar_numerical, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_no_autograd, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_non_functional, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_non_op_overload, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_op_functional, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_wrong_output 2025-08-26T23:09:24.1213932Z 2025-08-26T23:09:24.1214043Z Running test_package 1/1 ... [2025-08-26 23:09:24.120762] 2025-08-26T23:09:24.1214264Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:09:24.1214795Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_package.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:09:24.120996] 2025-08-26T23:09:27.8427047Z 2025-08-26T23:09:27.8428884Z test_package 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_package_1.1_22474c57acb1d564_.log 2025-08-26T23:09:27.8452025Z Running 137 items in this shard: test/test_package.py::TestAnalyze::test_trace_dependencies, test/test_package.py::TestDependencyAPI::test_allow_empty_with_error, test/test_package.py::TestDependencyAPI::test_broken_dependency, test/test_package.py::TestDependencyAPI::test_deny, test/test_package.py::TestDependencyAPI::test_deny_glob, test/test_package.py::TestDependencyAPI::test_extern, test/test_package.py::TestDependencyAPI::test_extern_glob, test/test_package.py::TestDependencyAPI::test_extern_glob_allow_empty, test/test_package.py::TestDependencyAPI::test_externing_c_extension, test/test_package.py::TestDependencyAPI::test_implicit_intern, test/test_package.py::TestDependencyAPI::test_intern_error, test/test_package.py::TestDependencyAPI::test_invalid_import, test/test_package.py::TestDependencyAPI::test_mock, test/test_package.py::TestDependencyAPI::test_mock_glob, test/test_package.py::TestDependencyAPI::test_mock_glob_allow_empty, test/test_package.py::TestDependencyAPI::test_pickle_mocked, test/test_package.py::TestDependencyAPI::test_pickle_mocked_all, test/test_package.py::TestDependencyAPI::test_repackage_mocked_module, test/test_package.py::TestDependencyHooks::test_extern_and_mock_hook, test/test_package.py::TestDependencyHooks::test_multiple_extern_hooks, test/test_package.py::TestDependencyHooks::test_multiple_mock_hooks, test/test_package.py::TestDependencyHooks::test_remove_hooks, test/test_package.py::TestDependencyHooks::test_single_hook, test/test_package.py::TestDiGraph::test_all_paths, test/test_package.py::TestDiGraph::test_contains, test/test_package.py::TestDiGraph::test_contains_non_hashable, test/test_package.py::TestDiGraph::test_edges, test/test_package.py::TestDiGraph::test_forward_closure, test/test_package.py::TestDiGraph::test_iter, test/test_package.py::TestDiGraph::test_node_attr_update, test/test_package.py::TestDiGraph::test_node_attrs, test/test_package.py::TestDiGraph::test_predecessor_not_in_graph, test/test_package.py::TestDiGraph::test_predecessors, test/test_package.py::TestDiGraph::test_successor_not_in_graph, test/test_package.py::TestDiGraph::test_successors, test/test_package.py::DirectoryReaderTest::test_importer_access, test/test_package.py::DirectoryReaderTest::test_loading_has_record, test/test_package.py::DirectoryReaderTest::test_loading_module, test/test_package.py::DirectoryReaderTest::test_loading_pickle, test/test_package.py::DirectoryReaderTest::test_package_resource_access, test/test_package.py::DirectoryReaderTest::test_resource_access_by_path, test/test_package.py::DirectoryReaderTest::test_resource_reader, test/test_package.py::DirectoryReaderTest::test_scriptobject_failure_message, test/test_package.py::TestGlobGroup::test_exclude, test/test_package.py::TestGlobGroup::test_exclude_from_all, test/test_package.py::TestGlobGroup::test_invalid_raw, test/test_package.py::TestGlobGroup::test_list_include_exclude, test/test_package.py::TestGlobGroup::test_one_star, test/test_package.py::TestGlobGroup::test_one_star_middle, test/test_package.py::TestGlobGroup::test_one_star_multiple_in_component, test/test_package.py::TestGlobGroup::test_one_star_partial, test/test_package.py::TestGlobGroup::test_one_star_partial_extension, test/test_package.py::TestGlobGroup::test_raw_two_star, test/test_package.py::TestGlobGroup::test_two_star, test/test_package.py::TestGlobGroup::test_two_star_end, test/test_package.py::TestGlobGroup::test_two_star_middle, test/test_package.py::TestGlobGroup::test_two_star_multiple, test/test_package.py::TestImporter::test_ordered_importer_basic, test/test_package.py::TestImporter::test_ordered_importer_whichmodule, test/test_package.py::TestImporter::test_package_importer_whichmodule_no_dunder_module, test/test_package.py::TestImporter::test_single_ordered_importer, test/test_package.py::TestImporter::test_sys_importer, test/test_package.py::TestImporter::test_sys_importer_roundtrip, test/test_package.py::TestLoadBCPackages::test_load_bc_packages_fx_module, test/test_package.py::TestLoadBCPackages::test_load_bc_packages_nn_module, test/test_package.py::TestLoadBCPackages::test_load_bc_packages_torchscript_module, test/test_package.py::TestMangling::test_demangle_base, test/test_package.py::TestMangling::test_demangler_multiple_manglers, test/test_package.py::TestMangling::test_is_mangled, test/test_package.py::TestMangling::test_mangle_empty_errors, test/test_package.py::TestMangling::test_mangle_prefix, test/test_package.py::TestMangling::test_mangler_is_consistent, test/test_package.py::TestMangling::test_package_mangler, test/test_package.py::TestMangling::test_roundtrip_mangling, test/test_package.py::TestMangling::test_unique_manglers, test/test_package.py::TestMangling::test_unique_module_names, test/test_package.py::TestMisc::test_dunder_package_present, test/test_package.py::TestMisc::test_dunder_package_works_from_package, test/test_package.py::TestMisc::test_exporter_content_lists, test/test_package.py::TestMisc::test_file_structure, test/test_package.py::TestMisc::test_file_structure_has_file, test/test_package.py::TestMisc::test_inspect_class, test/test_package.py::TestMisc::test_is_from_package, test/test_package.py::TestMisc::test_load_python_version_from_package, test/test_package.py::TestMisc::test_loaders_that_remap_files_work_ok, test/test_package.py::TestMisc::test_python_version, test/test_package.py::TestMisc::test_std_lib_sys_hackery_checks, test/test_package.py::ModelTest::test_model_save, test/test_package.py::ModelTest::test_resnet, test/test_package.py::ModelTest::test_script_resnet, test/test_package.py::TestPackageFX::test_package_fx_custom_tracer, test/test_package.py::TestPackageFX::test_package_fx_package, test/test_package.py::TestPackageFX::test_package_fx_simple, test/test_package.py::TestPackageFX::test_package_fx_with_imports, test/test_package.py::TestPackageFX::test_package_fx_wrap, test/test_package.py::TestPackageFX::test_package_gm_preserve_stack_trace, test/test_package.py::TestPackageFX::test_package_then_fx, test/test_package.py::TestPackageScript::test_different_package_interface, test/test_package.py::TestPackageScript::test_different_package_script_class, test/test_package.py::TestPackageScript::test_load_shared_scriptmodules, test/test_package.py::TestPackageScript::test_load_shared_tensors, test/test_package.py::TestPackageScript::test_load_shared_tensors_repackaged, test/test_package.py::TestPackageScript::test_mixing_packaged_and_inline_modules, test/test_package.py::TestPackageScript::test_mixing_packaged_and_inline_modules_shared_code, test/test_package.py::TestPackageScript::test_package_interface, test/test_package.py::TestPackageScript::test_package_script_class, test/test_package.py::TestPackageScript::test_package_script_class_referencing_self, test/test_package.py::TestPackageScript::test_save_eager_mods_sharing_scriptmodule, test/test_package.py::TestPackageScript::test_save_independent_scriptmodules, test/test_package.py::TestPackageScript::test_save_repeat_scriptmodules, test/test_package.py::TestPackageScript::test_save_scriptmodule, test/test_package.py::TestPackageScript::test_save_scriptmodule_file, test/test_package.py::TestPackageScript::test_save_scriptmodule_only_necessary_code, test/test_package.py::TestPackageScript::test_save_scriptmodule_with_submods, test/test_package.py::TestPackageScript::test_save_scriptmodules_in_container, test/test_package.py::TestPackageScript::test_save_scriptmodules_submod_redefinition, test/test_package.py::TestPackageScript::test_save_shared_tensors, test/test_package.py::TestPackageScript::test_saving_and_scripting_packaged_mod, test/test_package.py::TestPackageScript::test_scriptmodules_repeat_save, test/test_package.py::TestPackageScript::test_tensor_sharing_pickle, test/test_package.py::TestRepackage::test_repackage_import_indirectly_via_parent_module, test/test_package.py::TestResources::test_importer_access, test/test_package.py::TestResources::test_package_resource_access, test/test_package.py::TestResources::test_resource_access_by_path, test/test_package.py::TestResources::test_resource_reader, test/test_package.py::TestSaveLoad::test_bad_dunder_imports, test/test_package.py::TestSaveLoad::test_dunder_imports, test/test_package.py::TestSaveLoad::test_exporting_mismatched_code, test/test_package.py::TestSaveLoad::test_pickle, test/test_package.py::TestSaveLoad::test_pickle_long_name_with_protocol_4, test/test_package.py::TestSaveLoad::test_save_imported_module, test/test_package.py::TestSaveLoad::test_save_imported_module_using_package_importer, test/test_package.py::TestSaveLoad::test_save_load_fp8, test/test_package.py::TestSaveLoad::test_save_module, test/test_package.py::TestSaveLoad::test_save_module_binary, test/test_package.py::TestSaveLoad::test_saving_source, test/test_package.py::TestSaveLoad::test_saving_string 2025-08-26T23:09:27.8463612Z 2025-08-26T23:09:27.8463697Z Running test_per_overload_api 1/1 ... [2025-08-26 23:09:27.842792] 2025-08-26T23:09:27.8463865Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:09:27.8464250Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_per_overload_api.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:09:27.843085] 2025-08-26T23:09:30.2123212Z 2025-08-26T23:09:30.2124442Z test_per_overload_api 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_per_overload_api_1.1_081219d0f5c193bd_.log 2025-08-26T23:09:30.2125746Z Running 3 items in this shard: test/test_per_overload_api.py::TestPerOverloadAPI::test_basics_opoverload, test/test_per_overload_api.py::TestPerOverloadAPI::test_basics_opoverloadpacket, test/test_per_overload_api.py::TestPerOverloadAPI::test_decompose 2025-08-26T23:09:30.2126875Z 2025-08-26T23:09:30.2127917Z Running test_rename_privateuse1_to_existing_device 1/1 ... [2025-08-26 23:09:30.212257] 2025-08-26T23:09:30.2128361Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:09:30.2129201Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_rename_privateuse1_to_existing_device.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:09:30.212486] 2025-08-26T23:09:32.6314745Z 2025-08-26T23:09:32.6315848Z test_rename_privateuse1_to_existing_device 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_rename_privateuse1_to_existing_device_1.1_c2b967d12c59dd34_.log 2025-08-26T23:09:32.6317401Z Running 1 items in this shard: test/test_rename_privateuse1_to_existing_device.py::TestRenamePrivateuseoneToExistingBackend::test_external_module_register_with_existing_backend 2025-08-26T23:09:32.6318155Z 2025-08-26T23:09:32.6318395Z Running test_scatter_gather_ops 1/1 ... [2025-08-26 23:09:32.631524] 2025-08-26T23:09:32.6318841Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:09:32.6326874Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_scatter_gather_ops.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:09:32.631739] 2025-08-26T23:09:45.8264638Z 2025-08-26T23:09:45.8266052Z test_scatter_gather_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_scatter_gather_ops_1.1_e2be8241fecac813_.log 2025-08-26T23:09:45.8282359Z Running 76 items in this shard: test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_backward_with_empty_index_tensor_sparse_grad_False_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_backward_with_empty_index_tensor_sparse_grad_False_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_backward_with_empty_index_tensor_sparse_grad_True_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_backward_with_empty_index_tensor_sparse_grad_True_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_bool_cuda_bool, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_cuda_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_expanded_index_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_expanded_index_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_expanded_index_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_large_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_large_cuda_int8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__cuda_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__reductions_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__reductions_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__scalar_cuda_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__scalar_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__scalar_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_add__cuda_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_add__cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_add__cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_add_broadcasted_index_deterministic_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_add_mult_index_base_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_expanded_index_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_expanded_index_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_expanded_index_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_expanded_index_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_int16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_int32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_int64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_int8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_uint8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_int16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_int32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_int64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_int8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_uint8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_int16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_int32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_int64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_int8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_uint8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_int16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_int32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_int64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_int8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_uint8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_complex128, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_int16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_int32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_int64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_int8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_uint8 2025-08-26T23:09:45.8297157Z 2025-08-26T23:09:45.8297274Z Running test_set_default_mobile_cpu_allocator 1/1 ... [2025-08-26 23:09:45.826313] 2025-08-26T23:09:45.8297468Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:09:45.8297884Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_set_default_mobile_cpu_allocator.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:09:45.826516] 2025-08-26T23:09:48.2454141Z 2025-08-26T23:09:48.2454950Z test_set_default_mobile_cpu_allocator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_set_default_mobile_cpu_allocator_1.1_f52b7f5e491101ee_.log 2025-08-26T23:09:48.2455605Z Running 2 items in this shard: test/test_set_default_mobile_cpu_allocator.py::TestSetDefaultMobileCPUAllocator::test_exception, test/test_set_default_mobile_cpu_allocator.py::TestSetDefaultMobileCPUAllocator::test_no_exception 2025-08-26T23:09:48.2456015Z 2025-08-26T23:09:48.2456099Z Running test_show_pickle 1/1 ... [2025-08-26 23:09:48.245296] 2025-08-26T23:09:48.2456267Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:09:48.2457141Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_show_pickle.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:09:48.245491] 2025-08-26T23:09:50.7643492Z 2025-08-26T23:09:50.7644652Z test_show_pickle 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_show_pickle_1.1_05e0cd2a28101701_.log 2025-08-26T23:09:50.7645656Z Running 1 items in this shard: test/test_show_pickle.py::TestShowPickle::test_scripted_model 2025-08-26T23:09:50.7646145Z 2025-08-26T23:09:50.7646341Z Running test_sympy_utils 1/1 ... [2025-08-26 23:09:50.764410] 2025-08-26T23:09:50.7646764Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:09:50.7650257Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_sympy_utils.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:09:50.764667] 2025-08-26T23:10:01.2497123Z 2025-08-26T23:10:01.2503020Z test_sympy_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_sympy_utils_1.1_d6f8e58d81290f38_.log 2025-08-26T23:10:01.2522642Z Running 209 items in this shard: test/test_sympy_utils.py::TestNumbers::test_float_cast, test/test_sympy_utils.py::TestNumbers::test_int_infinity, test/test_sympy_utils.py::TestNumbers::test_lt_self, test/test_sympy_utils.py::TestNumbers::test_mixed_oo_int_oo, test/test_sympy_utils.py::TestNumbers::test_relation, test/test_sympy_utils.py::TestValueRanges::test_binary_bool_ref_range_fn_and_, test/test_sympy_utils.py::TestValueRanges::test_binary_bool_ref_range_fn_bitwise_and, test/test_sympy_utils.py::TestValueRanges::test_binary_bool_ref_range_fn_bitwise_or, test/test_sympy_utils.py::TestValueRanges::test_binary_bool_ref_range_fn_or_, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_add_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_add_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_bitwise_and_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_bitwise_and_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_bitwise_or_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_bitwise_or_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_floordiv_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_floordiv_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_maximum_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_maximum_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_minimum_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_minimum_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_mod_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_mod_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_mul_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_mul_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_pow_by_natural_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_pow_by_natural_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_pow_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_pow_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_sub_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_sub_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_truediv_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_fn_truediv_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_add, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_bitwise_and, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_bitwise_or, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_eq, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_floordiv, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_ge, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_gt, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_le, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_lt, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_maximum, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_minimum, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_mod, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_mul, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_ne, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_pow, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_pow_by_natural, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_sub, test/test_sympy_utils.py::TestValueRanges::test_binary_ref_range_fn_truediv, test/test_sympy_utils.py::TestValueRanges::test_bitwise_ref_range_fn_bitwise_and, test/test_sympy_utils.py::TestValueRanges::test_bitwise_ref_range_fn_bitwise_or, test/test_sympy_utils.py::TestValueRanges::test_mul_zero_unknown, test/test_sympy_utils.py::TestValueRanges::test_pow_half, test/test_sympy_utils.py::TestValueRanges::test_unary_bool_ref_range_fn_not_, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_abs_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_abs_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_ceil_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_ceil_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_exp_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_exp_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_floor_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_floor_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_log_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_log_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_neg_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_neg_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_reciprocal_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_reciprocal_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_sqrt_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_sqrt_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_square_dtype_float, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_fn_square_dtype_int, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_range_fn_abs, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_range_fn_ceil, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_range_fn_exp, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_range_fn_floor, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_range_fn_log, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_range_fn_neg, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_range_fn_reciprocal, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_range_fn_sqrt, test/test_sympy_utils.py::TestValueRanges::test_unary_ref_range_fn_square, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_abs, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_add, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_and_, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_bitwise_and, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_bitwise_or, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_ceil, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_eq, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_exp, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_floor, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_floordiv, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_ge, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_gt, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_le, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_log, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_lt, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_maximum, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_minimum, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_mod, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_mul, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_ne, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_neg, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_not_, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_or_, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_pow, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_pow_by_natural, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_reciprocal, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_sqrt, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_square, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_sub, test/test_sympy_utils.py::TestSympyInterp::test_interp_fn_truediv, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_abs, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_add, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_and_, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_bitwise_and, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_bitwise_or, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_ceil, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_eq, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_exp, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_floor, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_floordiv, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_ge, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_gt, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_le, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_log, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_lt, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_maximum, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_minimum, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_mod, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_mul, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_ne, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_neg, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_not_, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_or_, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_pow, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_pow_by_natural, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_reciprocal, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_sqrt, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_square, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_sub, test/test_sympy_utils.py::TestSympyInterp::test_python_interp_fx_fn_truediv, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_abs, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_add, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_and_, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_bitwise_and, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_bitwise_or, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_ceil, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_eq, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_exp, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_floor, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_floordiv, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_ge, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_gt, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_le, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_log, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_lt, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_maximum, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_minimum, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_mod, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_mul, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_ne, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_neg, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_not_, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_or_, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_pow, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_pow_by_natural, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_reciprocal, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_sqrt, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_square, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_sub, test/test_sympy_utils.py::TestSympyInterp::test_tensor_interp_fn_truediv, test/test_sympy_utils.py::TestSympySolve::test_addition, test/test_sympy_utils.py::TestSympySolve::test_floordiv_Equality, test/test_sympy_utils.py::TestSympySolve::test_floordiv_GreaterThan, test/test_sympy_utils.py::TestSympySolve::test_floordiv_LessThan, test/test_sympy_utils.py::TestSympySolve::test_floordiv_StrictGreaterThan, test/test_sympy_utils.py::TestSympySolve::test_floordiv_StrictLessThan, test/test_sympy_utils.py::TestSympySolve::test_floordiv_Unequality, test/test_sympy_utils.py::TestSympySolve::test_floordiv_eq_simplify, test/test_sympy_utils.py::TestSympySolve::test_give_up, test/test_sympy_utils.py::TestSympySolve::test_multiplication_division_Equality, test/test_sympy_utils.py::TestSympySolve::test_multiplication_division_Unequality, test/test_sympy_utils.py::TestSympySolve::test_multiplication_division_inequality_GreaterThan, test/test_sympy_utils.py::TestSympySolve::test_multiplication_division_inequality_LessThan, test/test_sympy_utils.py::TestSympySolve::test_multiplication_division_inequality_StrictGreaterThan, test/test_sympy_utils.py::TestSympySolve::test_multiplication_division_inequality_StrictLessThan, test/test_sympy_utils.py::TestSympySolve::test_noop_Equality, test/test_sympy_utils.py::TestSympySolve::test_noop_GreaterThan, test/test_sympy_utils.py::TestSympySolve::test_noop_LessThan, test/test_sympy_utils.py::TestSympySolve::test_noop_StrictGreaterThan, test/test_sympy_utils.py::TestSympySolve::test_noop_StrictLessThan, test/test_sympy_utils.py::TestSympySolve::test_noop_Unequality, test/test_sympy_utils.py::TestSympySolve::test_noop_rhs_Equality, test/test_sympy_utils.py::TestSympySolve::test_noop_rhs_GreaterThan, test/test_sympy_utils.py::TestSympySolve::test_noop_rhs_LessThan, test/test_sympy_utils.py::TestSympySolve::test_noop_rhs_StrictGreaterThan, test/test_sympy_utils.py::TestSympySolve::test_noop_rhs_StrictLessThan, test/test_sympy_utils.py::TestSympySolve::test_noop_rhs_Unequality, test/test_sympy_utils.py::TestSympySolve::test_simple_floordiv_gcd, test/test_sympy_utils.py::TestSympySolve::test_z3_proof_floordiv_eq_simplify, test/test_sympy_utils.py::TestSympyFunctions::test_pickle, test/test_sympy_utils.py::TestSingletonInt::test_basic, test/test_sympy_utils.py::TestIdentity::test_cast_identity_float, test/test_sympy_utils.py::TestIdentity::test_cast_identity_illegal, test/test_sympy_utils.py::TestIdentity::test_cast_identity_int, test/test_sympy_utils.py::TestIdentity::test_expand_identity, test/test_sympy_utils.py::TestTypedExpr::test_typed_expr 2025-08-26T23:10:01.2541774Z 2025-08-26T23:10:01.2541894Z Running test_tensorexpr_pybind 1/1 ... [2025-08-26 23:10:01.249861] 2025-08-26T23:10:01.2542100Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:10:01.2542489Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_tensorexpr_pybind.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:10:01.250102] 2025-08-26T23:10:03.6694171Z 2025-08-26T23:10:03.6703162Z test_tensorexpr_pybind 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_tensorexpr_pybind_1.1_c2e69ad62e0d60a3_.log 2025-08-26T23:10:03.6707194Z Running 17 items in this shard: test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_alloc_in_loop, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_call_raw, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_dtype_error, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_dynamic_shape, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_dynamic_shape_2d, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_external_calls, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_shape_prop, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_shape_prop_module, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_with_custom_lowering, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_with_expand, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_with_permute, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_with_scalar_inputs, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_with_t, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_with_tensor_inputs, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_with_transpose, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_simple_sum, test/test_tensorexpr_pybind.py::TestExprHandlePyBind::test_unary_ops 2025-08-26T23:10:03.6710182Z 2025-08-26T23:10:03.6710303Z Running test_type_info 1/1 ... [2025-08-26 23:10:03.669440] 2025-08-26T23:10:03.6710527Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:10:03.6711066Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_type_info.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:10:03.669712] 2025-08-26T23:10:06.1387816Z 2025-08-26T23:10:06.1388927Z test_type_info 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_type_info_1.1_f162c0a3048d5057_.log 2025-08-26T23:10:06.1390408Z Running 5 items in this shard: test/test_type_info.py::TestDTypeInfo::test_finfo, test/test_type_info.py::TestDTypeInfo::test_iinfo, test/test_type_info.py::TestDTypeInfo::test_invalid_input, test/test_type_info.py::TestDTypeInfo::test_to_complex, test/test_type_info.py::TestDTypeInfo::test_to_real 2025-08-26T23:10:06.1391373Z 2025-08-26T23:10:06.1391550Z Running test_utils_config_module 1/1 ... [2025-08-26 23:10:06.138688] 2025-08-26T23:10:06.1397322Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:10:06.1397808Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_utils_config_module.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:10:06.138949] 2025-08-26T23:10:08.5581769Z 2025-08-26T23:10:08.5583389Z test_utils_config_module 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_utils_config_module_1.1_02960e502a749db1_.log 2025-08-26T23:10:08.5587047Z Running 22 items in this shard: test/test_utils_config_module.py::TestConfigModule::test_alias, test/test_utils_config_module.py::TestConfigModule::test_bad_jk_type, test/test_utils_config_module.py::TestConfigModule::test_base_value_loading, test/test_utils_config_module.py::TestConfigModule::test_codegen_config, test/test_utils_config_module.py::TestConfigModule::test_codegen_config_function, test/test_utils_config_module.py::TestConfigModule::test_dict_copy_semantics, test/test_utils_config_module.py::TestConfigModule::test_env_name_semantics, test/test_utils_config_module.py::TestConfigModule::test_env_name_string_semantics, test/test_utils_config_module.py::TestConfigModule::test_get_hash, test/test_utils_config_module.py::TestConfigModule::test_invalid_config_float, test/test_utils_config_module.py::TestConfigModule::test_invalid_config_int, test/test_utils_config_module.py::TestConfigModule::test_make_closur_patcher, test/test_utils_config_module.py::TestConfigModule::test_multi_env, test/test_utils_config_module.py::TestConfigModule::test_none_override_semantics, test/test_utils_config_module.py::TestConfigModule::test_overrides, test/test_utils_config_module.py::TestConfigModule::test_patch, test/test_utils_config_module.py::TestConfigModule::test_reference_is_default, test/test_utils_config_module.py::TestConfigModule::test_reference_semantics, test/test_utils_config_module.py::TestConfigModule::test_save_config, test/test_utils_config_module.py::TestConfigModule::test_save_config_portable, test/test_utils_config_module.py::TestConfigModule::test_type_loading, test/test_utils_config_module.py::TestConfigModule::test_unittest_patch 2025-08-26T23:10:08.5590183Z 2025-08-26T23:10:08.5590290Z Running test_utils_filelock 1/1 ... [2025-08-26 23:10:08.558097] 2025-08-26T23:10:08.5590491Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:10:08.5590968Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'test_utils_filelock.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:10:08.558357] 2025-08-26T23:10:11.0850288Z 2025-08-26T23:10:11.0851194Z test_utils_filelock 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_utils_filelock_1.1_c31f9f8c68b54614_.log 2025-08-26T23:10:11.0891383Z Running 2 items in this shard: test/test_utils_filelock.py::TestFileLock::test_no_crash, test/test_utils_filelock.py::TestFileLock::test_sequencing 2025-08-26T23:10:11.0891789Z 2025-08-26T23:10:11.0891951Z Running torch_np/numpy_tests/core/test_dlpack 1/1 ... [2025-08-26 23:10:11.085212] 2025-08-26T23:10:11.0892230Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:10:11.0892891Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/numpy_tests/core/test_dlpack.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:10:11.085461] 2025-08-26T23:10:13.9671271Z 2025-08-26T23:10:13.9672821Z torch_np/numpy_tests/core/test_dlpack 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_dlpack_1.1_862ce13efb016d4f_.log 2025-08-26T23:10:13.9680403Z Running 53 items in this shard: test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dlpack_destructor_exception, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dlpack_device, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype0, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype1, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype2, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype3, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype4, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype5, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype6, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype7, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype8, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dtype_passthrough_dtype9, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dunder_dlpack_refcount, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_dunder_dlpack_stream, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_from_dlpack_refcount, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_from_torch, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_0, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_1, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_10, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_11, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_12, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_13, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_14, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_15, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_16, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_17, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_18, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_19, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_2, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_20, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_21, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_22, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_23, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_24, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_25, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_26, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_27, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_28, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_29, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_3, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_30, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_31, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_32, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_4, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_5, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_6, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_7, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_8, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_higher_dims_ndim_9, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_ndim0, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_non_contiguous, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_readonly, test/torch_np/numpy_tests/core/test_dlpack.py::TestDLPack::test_to_torch 2025-08-26T23:10:13.9691394Z 2025-08-26T23:10:13.9691509Z Running torch_np/numpy_tests/core/test_getlimits 1/1 ... [2025-08-26 23:10:13.967149] 2025-08-26T23:10:13.9691711Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:10:13.9692126Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/numpy_tests/core/test_getlimits.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:10:13.967368] 2025-08-26T23:10:16.3362570Z 2025-08-26T23:10:16.3365178Z torch_np/numpy_tests/core/test_getlimits 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_getlimits_1.1_25405da57a6c70c7_.log 2025-08-26T23:10:16.3370041Z Running 17 items in this shard: test/torch_np/numpy_tests/core/test_getlimits.py::TestPythonFloat::test_singleton, test/torch_np/numpy_tests/core/test_getlimits.py::TestHalf::test_singleton, test/torch_np/numpy_tests/core/test_getlimits.py::TestSingle::test_singleton, test/torch_np/numpy_tests/core/test_getlimits.py::TestDouble::test_singleton, test/torch_np/numpy_tests/core/test_getlimits.py::TestFinfo::test_basic, test/torch_np/numpy_tests/core/test_getlimits.py::TestFinfo::test_basic_missing, test/torch_np/numpy_tests/core/test_getlimits.py::TestIinfo::test_basic, test/torch_np/numpy_tests/core/test_getlimits.py::TestIinfo::test_unsigned_max_T0, test/torch_np/numpy_tests/core/test_getlimits.py::TestIinfo::test_unsigned_max_T1, test/torch_np/numpy_tests/core/test_getlimits.py::TestIinfo::test_unsigned_max_T2, test/torch_np/numpy_tests/core/test_getlimits.py::TestIinfo::test_unsigned_max_T3, test/torch_np/numpy_tests/core/test_getlimits.py::TestRepr::test_finfo_repr, test/torch_np/numpy_tests/core/test_getlimits.py::TestRepr::test_iinfo_repr, test/torch_np/numpy_tests/core/test_getlimits.py::TestMisc::test_instances, test/torch_np/numpy_tests/core/test_getlimits.py::TestMisc::test_known_types, test/torch_np/numpy_tests/core/test_getlimits.py::TestMisc::test_plausible_finfo, test/torch_np/numpy_tests/core/test_getlimits.py::TestMisc::test_subnormal_warning 2025-08-26T23:10:16.3372296Z 2025-08-26T23:10:16.3372436Z Running torch_np/numpy_tests/core/test_numerictypes 1/1 ... [2025-08-26 23:10:16.336254] 2025-08-26T23:10:16.3372653Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:10:16.3378205Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/numpy_tests/core/test_numerictypes.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:10:16.336500] 2025-08-26T23:10:19.2194577Z 2025-08-26T23:10:19.2195454Z torch_np/numpy_tests/core/test_numerictypes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_numerictypes_1.1_6e37158391b068cd_.log 2025-08-26T23:10:19.2201260Z Running 34 items in this shard: test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_loses1, test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_loses2, test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_wins, test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_wins2, test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_wins3, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_both_abstract, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_nondtype_nonscalartype, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_same, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_sibling_class, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_subclass, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_subclass_backwards, test/torch_np/numpy_tests/core/test_numerictypes.py::TestBitName::test_abstract, test/torch_np/numpy_tests/core/test_numerictypes.py::TestDocStrings::test_platform_dependent_aliases, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t0, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t1, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t2, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t3, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t4, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t5, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t6, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t7, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t8, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t9, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_unique, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t0, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t1, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t2, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t3, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t4, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t5, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t6, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t7, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t8, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t9 2025-08-26T23:10:19.2206288Z 2025-08-26T23:10:19.2206412Z Running torch_np/numpy_tests/core/test_scalar_ctors 1/1 ... [2025-08-26 23:10:19.219477] 2025-08-26T23:10:19.2206610Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:10:19.2207082Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalar_ctors.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:10:19.219691] 2025-08-26T23:10:22.1463879Z 2025-08-26T23:10:22.1464741Z torch_np/numpy_tests/core/test_scalar_ctors 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalar_ctors_1.1_7b7525c2d4846eb5_.log 2025-08-26T23:10:22.1474348Z Running 65 items in this shard: test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromString::test_bool, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromString::test_floating, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromString::test_floating_overflow, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromInt::test_intp, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromInt::test_uint64_from_negative, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t10_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t10_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t10_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t11_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t11_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t11_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t10_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t10_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t10_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t10_t23, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t11_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t11_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t11_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t11_t23, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t12_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t12_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t12_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t12_t23 2025-08-26T23:10:22.1483176Z 2025-08-26T23:10:22.1483304Z Running torch_np/numpy_tests/core/test_scalarinherit 1/1 ... [2025-08-26 23:10:22.146428] 2025-08-26T23:10:22.1483504Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:10:22.1483925Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalarinherit.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:10:22.146651] 2025-08-26T23:10:24.7742728Z 2025-08-26T23:10:24.7743929Z torch_np/numpy_tests/core/test_scalarinherit 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalarinherit_1.1_2b4bfaa9b76245f2_.log 2025-08-26T23:10:24.7745160Z Running 3 items in this shard: test/torch_np/numpy_tests/core/test_scalarinherit.py::TestInherit::test_gh_15395, test/torch_np/numpy_tests/core/test_scalarinherit.py::TestInherit::test_init, test/torch_np/numpy_tests/core/test_scalarinherit.py::TestInherit::test_init2 2025-08-26T23:10:24.7745940Z 2025-08-26T23:10:24.7746110Z Running torch_np/numpy_tests/fft/test_helper 1/1 ... [2025-08-26 23:10:24.771130] 2025-08-26T23:10:24.7746414Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:10:24.7747095Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/numpy_tests/fft/test_helper.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:10:24.771327] 2025-08-26T23:10:29.7784036Z 2025-08-26T23:10:29.7821222Z torch_np/numpy_tests/fft/test_helper 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.fft.test_helper_1.1_3145fdcbd44a074b_.log 2025-08-26T23:10:29.7823088Z Running 8 items in this shard: test/torch_np/numpy_tests/fft/test_helper.py::TestFFTShift::test_axes_keyword, test/torch_np/numpy_tests/fft/test_helper.py::TestFFTShift::test_definition, test/torch_np/numpy_tests/fft/test_helper.py::TestFFTShift::test_equal_to_original, test/torch_np/numpy_tests/fft/test_helper.py::TestFFTShift::test_inverse, test/torch_np/numpy_tests/fft/test_helper.py::TestFFTShift::test_uneven_dims, test/torch_np/numpy_tests/fft/test_helper.py::TestFFTFreq::test_definition, test/torch_np/numpy_tests/fft/test_helper.py::TestRFFTFreq::test_definition, test/torch_np/numpy_tests/fft/test_helper.py::TestIRFFTN::test_not_last_axis_success 2025-08-26T23:10:29.7829938Z 2025-08-26T23:10:29.7830085Z Running torch_np/numpy_tests/fft/test_pocketfft 1/1 ... [2025-08-26 23:10:29.778303] 2025-08-26T23:10:29.7830289Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:10:29.7830977Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/numpy_tests/fft/test_pocketfft.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:10:29.778498] 2025-08-26T23:11:02.8717670Z 2025-08-26T23:11:02.8718836Z torch_np/numpy_tests/fft/test_pocketfft 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.fft.test_pocketfft_1.1_c6d7ff3d555422e8_.log 2025-08-26T23:11:02.8732181Z Running 79 items in this shard: test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFTShift::test_fft_n, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_all_1d_norm_preserving, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_axes_op0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_axes_op1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_axes_op2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_axes_op3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_dtypes_dtype0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_dtypes_dtype1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_dtypes_dtype2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_F_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_F_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_F_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_F_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_F_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_F_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_non-contiguous_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_non-contiguous_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_non-contiguous_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_non-contiguous_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_non-contiguous_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype0_order_non-contiguous_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_F_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_F_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_F_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_F_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_F_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_F_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_non-contiguous_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_non-contiguous_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_non-contiguous_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_non-contiguous_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_non-contiguous_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype1_order_non-contiguous_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_F_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_F_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_F_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_F_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_F_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_F_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_non-contiguous_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_non-contiguous_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_non-contiguous_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_non-contiguous_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_non-contiguous_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype2_order_non-contiguous_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_F_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_F_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_F_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_F_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_F_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_F_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_non-contiguous_fft0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_non-contiguous_fft1, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_non-contiguous_fft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_non-contiguous_fft3, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_non-contiguous_fft4, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fft_with_order_dtype3_order_non-contiguous_fft5, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_fftn, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_hfft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_identity, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ifft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ifft_norm0, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ifft_norm_backward, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ifft_norm_forward, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ifft_norm_ortho, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ifftn, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_ihfft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_irfft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_irfft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_irfftn, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_rfft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_rfft2, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFT1D::test_rfftn, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFTThreadSafe::test_fft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFTThreadSafe::test_ifft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFTThreadSafe::test_irfft, test/torch_np/numpy_tests/fft/test_pocketfft.py::TestFFTThreadSafe::test_rfft 2025-08-26T23:11:02.8742143Z 2025-08-26T23:11:02.8742245Z Running torch_np/numpy_tests/lib/test_arraypad 1/1 ... [2025-08-26 23:11:02.871708] 2025-08-26T23:11:02.8742439Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:11:02.8748246Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_arraypad.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:11:02.871941] 2025-08-26T23:11:05.2915327Z 2025-08-26T23:11:05.2916190Z torch_np/numpy_tests/lib/test_arraypad 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_arraypad_1.1_3d7590cb86c1cbea_.log 2025-08-26T23:11:05.2918744Z Running 9 items in this shard: test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_float, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_float2, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_float3, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_odd_pad_amount, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_pad_2d, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_zeros, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_large_integers, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_pad_empty_dimension 2025-08-26T23:11:05.2920740Z 2025-08-26T23:11:05.2920919Z Running torch_np/numpy_tests/lib/test_arraysetops 1/1 ... [2025-08-26 23:11:05.291470] 2025-08-26T23:11:05.2921225Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:11:05.2921954Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_arraysetops.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:11:05.291701] 2025-08-26T23:11:07.7108679Z 2025-08-26T23:11:07.7110416Z torch_np/numpy_tests/lib/test_arraysetops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_arraysetops_1.1_d601473e049bc719_.log 2025-08-26T23:11:07.7124538Z Running 62 items in this shard: test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_forbidden_type_casts_ary0_prepend0_append_nan_expected_to_end, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_forbidden_type_casts_ary1_prepend1_append1_expected_to_begin, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_forbidden_type_casts_ary2_prepend_nan_append_nan_expected_to_begin, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary0_prepend_65536_append_65540_expected0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary1_prepend1_append1_expected1, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary2_prepend_0_append_0_expected2, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary3_prepend_3_append_-9_expected3, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_boolean_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_boolean_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_boolean_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_both_arrays_are_object, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_both_arrays_have_structured_dtype, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_char_array, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_errors, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_first_array_is_object, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_hit_alternate_algorithm, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_invert_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_invert_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_invert_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_boolean_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_boolean_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_boolean_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype10_dtype20_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype10_dtype20_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype10_dtype20_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype11_dtype21_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype11_dtype21_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype11_dtype21_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_ravel_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_ravel_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_ravel_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_second_array_is_object, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_table_timedelta_fails, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_timedelta_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_timedelta_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_with_arrays_containing_tuples, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_intersect1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_intersect1d_array_like, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_intersect1d_indices, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_isin_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_isin_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_isin_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_manyways, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setdiff1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setdiff1d_char_array, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setdiff1d_unique, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setxor1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_union1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d_2, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d_with_axis_axis_-1, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d_with_axis_axis_0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis_errors, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis_list, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis_zeros, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_nanequals, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_sort_order_with_axis 2025-08-26T23:11:07.7132542Z 2025-08-26T23:11:07.7132688Z Running torch_np/numpy_tests/lib/test_index_tricks 1/1 ... [2025-08-26 23:11:07.710886] 2025-08-26T23:11:07.7132914Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:11:07.7133340Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_index_tricks.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:11:07.711149] 2025-08-26T23:11:10.1293541Z 2025-08-26T23:11:10.1304852Z torch_np/numpy_tests/lib/test_index_tricks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_index_tricks_1.1_72761be28037c322_.log 2025-08-26T23:11:10.1311106Z Running 47 items in this shard: test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_0d, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_basic, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_big_indices, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_clipmodes, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_dtypes, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_empty_array_ravel_mode_clip, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_empty_array_ravel_mode_raise, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_empty_array_ravel_mode_wrap, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_empty_array_unravel, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_empty_indices, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestRavelUnravelIndex::test_writeability, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_accepts_longdouble, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_accepts_npcomplexfloating, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_accepts_npfloating, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_basic, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_linspace_equivalence, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_mgrid_size_none_handling_start0_stop_10_step0_expected0, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_mgrid_size_none_handling_start_-10_stop_20_step1_expected1, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_nd, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestGrid::test_sparse, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestConcatenator::test_0d, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestConcatenator::test_1d, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestConcatenator::test_2d, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestConcatenator::test_complex_step, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestConcatenator::test_mixed_type, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestConcatenator::test_more_mixed_type, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestNdenumerate::test_basic, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIndexExpression::test_regression_1, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIndexExpression::test_simple_1, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIx_::test_1d_only, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIx_::test_bool, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIx_::test_regression_1, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIx_::test_repeated_input, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestIx_::test_shape_and_dtype, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestC::test_c_, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_basic, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_hetero_shape_handling, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_low_dim_handling, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_operate_4d_array, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_tall_matrix, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_tall_matrix_wrap, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestFillDiagonal::test_wide_matrix, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestDiagIndices::test_diag_indices, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestDiagIndicesFrom::test_diag_indices_from, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestDiagIndicesFrom::test_error_shape_mismatch, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestDiagIndicesFrom::test_error_small_input, test/torch_np/numpy_tests/lib/test_index_tricks.py::TestNdIndex::test_ndindex 2025-08-26T23:11:10.1316825Z 2025-08-26T23:11:10.1316934Z Running torch_np/numpy_tests/lib/test_shape_base_ 1/1 ... [2025-08-26 23:11:10.129101] 2025-08-26T23:11:10.1317130Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:11:10.1317547Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_shape_base_.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:11:10.129299] 2025-08-26T23:11:12.6986800Z 2025-08-26T23:11:12.6987474Z torch_np/numpy_tests/lib/test_shape_base_ 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_shape_base__1.1_7a6bcd8027a442ae_.log 2025-08-26T23:11:12.7001202Z Running 73 items in this shard: test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTakeAlongAxis::test_argequivalent, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTakeAlongAxis::test_broadcast, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTakeAlongAxis::test_empty, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTakeAlongAxis::test_invalid, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestPutAlongAxis::test_broadcast, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestPutAlongAxis::test_replace_max, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_0d_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_3d, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_axis_insertion, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_axis_insertion_ma, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_empty, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_scalar_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_simple, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_simple101, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_tuple_func1d, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_with_iterable_object, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyOverAxes::test_simple, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestExpandDims::test_axis_out_of_range, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestExpandDims::test_axis_tuple, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestExpandDims::test_functionality, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestExpandDims::test_repeated_axis, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_index_split_high_bound, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_index_split_low_bound, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_index_split_simple, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_0_split, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_split, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_split_2D_cols, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_split_2D_default, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_split_2D_rows, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_split_2D_rows_greater_max_int32, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSplit::test_equal_split, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSplit::test_unequal_split, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestColumnStack::test_1D_arrays, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestColumnStack::test_2D_arrays, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestColumnStack::test_generator, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestColumnStack::test_non_iterable, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_0D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_1D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_2D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_2D_array2, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_generator, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_non_iterable, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestHsplit::test_0D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestHsplit::test_1D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestHsplit::test_2D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestHsplit::test_non_iterable, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestVsplit::test_0D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestVsplit::test_1D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestVsplit::test_2D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestVsplit::test_non_iterable, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDsplit::test_0D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDsplit::test_1D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDsplit::test_2D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDsplit::test_3D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDsplit::test_non_iterable, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_basic, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_basic_2, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_squeeze_axis, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_squeeze_axis_handling, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_squeeze_contiguous, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_squeeze_type, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_basic, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a0_shape_b0, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a1_shape_b1, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a2_shape_b2, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a3_shape_b3, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a4_shape_b4, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a5_shape_b5, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTile::test_basic, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTile::test_empty, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTile::test_kroncompare, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTile::test_tile_one_repetition_on_array_gh4679, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestMayShareMemory::test_basic 2025-08-26T23:11:12.7009218Z 2025-08-26T23:11:12.7009328Z Running torch_np/numpy_tests/lib/test_type_check 1/1 ... [2025-08-26 23:11:12.698640] 2025-08-26T23:11:12.7009540Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:11:12.7010057Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_type_check.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:11:12.698875] 2025-08-26T23:11:15.1176621Z 2025-08-26T23:11:15.1178107Z torch_np/numpy_tests/lib/test_type_check 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_type_check_1.1_8470fec0bb3f9198_.log 2025-08-26T23:11:15.1184093Z Running 50 items in this shard: test/torch_np/numpy_tests/lib/test_type_check.py::TestCommonType::test_basic, test/torch_np/numpy_tests/lib/test_type_check.py::TestMintypecode::test_default_1, test/torch_np/numpy_tests/lib/test_type_check.py::TestMintypecode::test_default_2, test/torch_np/numpy_tests/lib/test_type_check.py::TestMintypecode::test_default_3, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsscalar::test_basic, test/torch_np/numpy_tests/lib/test_type_check.py::TestReal::test_cmplx, test/torch_np/numpy_tests/lib/test_type_check.py::TestReal::test_real, test/torch_np/numpy_tests/lib/test_type_check.py::TestImag::test_cmplx, test/torch_np/numpy_tests/lib/test_type_check.py::TestImag::test_real, test/torch_np/numpy_tests/lib/test_type_check.py::TestIscomplex::test_fail, test/torch_np/numpy_tests/lib/test_type_check.py::TestIscomplex::test_pass, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsreal::test_fail, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsreal::test_isreal_real, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsreal::test_pass, test/torch_np/numpy_tests/lib/test_type_check.py::TestIscomplexobj::test_basic, test/torch_np/numpy_tests/lib/test_type_check.py::TestIscomplexobj::test_list, test/torch_np/numpy_tests/lib/test_type_check.py::TestIscomplexobj::test_scalar, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsrealobj::test_basic, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_complex, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_complex1, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_goodvalues, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_ind, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_integer, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_neginf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_posinf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_complex, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_complex1, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_goodvalues, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_ind, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_integer, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_neginf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_posinf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_goodvalues, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_ind, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_neginf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_neginf_scalar, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_posinf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_posinf_scalar, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsposinf::test_generic, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsneginf::test_generic, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_array, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_complex_bad, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_complex_bad2, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_complex_good, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_do_not_rewrite_previous_keyword, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_float, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_generic, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_integer, test/torch_np/numpy_tests/lib/test_type_check.py::TestRealIfClose::test_basic, test/torch_np/numpy_tests/lib/test_type_check.py::TestArrayConversion::test_asfarray 2025-08-26T23:11:15.1195010Z 2025-08-26T23:11:15.1195106Z Running torch_np/test_binary_ufuncs 1/1 ... [2025-08-26 23:11:15.117506] 2025-08-26T23:11:15.1195303Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:11:15.1195775Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/test_binary_ufuncs.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:11:15.117701] 2025-08-26T23:11:17.5364590Z 2025-08-26T23:11:17.5365951Z torch_np/test_binary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_binary_ufuncs_1.1_cc1362e6e9cf77ad_.log 2025-08-26T23:11:17.5370302Z Running 38 items in this shard: test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_add, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_arctan2, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_bitwise_and, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_bitwise_or, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_bitwise_xor, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_copysign, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_divide, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_equal, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_float_power, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_floor_divide, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_fmax, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_fmin, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_fmod, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_gcd, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_greater, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_greater_equal, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_heaviside, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_hypot, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_lcm, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_ldexp, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_left_shift, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_less, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_less_equal, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_logaddexp, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_logaddexp2, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_logical_and, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_logical_or, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_logical_xor, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_matmul, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_maximum, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_minimum, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_multiply, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_nextafter, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_not_equal, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_power, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_remainder, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_right_shift, test/torch_np/test_binary_ufuncs.py::TestBinaryUfuncBasic::test_subtract 2025-08-26T23:11:17.5376824Z 2025-08-26T23:11:17.5377029Z Running torch_np/test_dtype 1/1 ... [2025-08-26 23:11:17.536363] 2025-08-26T23:11:17.5377348Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:11:17.5384216Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/test_dtype.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:11:17.536610] 2025-08-26T23:11:19.9553334Z 2025-08-26T23:11:19.9554188Z torch_np/test_dtype 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_dtype_1.1_e10d4fa045cb3ad8_.log 2025-08-26T23:11:19.9559583Z Running 44 items in this shard: test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'bool_', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'complex128', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'complex64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'float16', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'float32', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'float64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'int16', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'int32', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'int64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'int8', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'uint16', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'uint32', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'uint64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'uint8', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_bool, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'bool_', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'complex128', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'complex64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'float16', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'float32', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'float64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'int16', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'int32', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'int64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'int8', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'uint16', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'uint32', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'uint64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'uint8', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.bool_, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.complex128, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.complex64, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.dtype('bool'), test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.float16, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.float32, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.float64, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.int16, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.int32, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.int64, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.int8, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.uint16, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.uint32, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.uint64, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.uint8 2025-08-26T23:11:19.9564650Z 2025-08-26T23:11:19.9564737Z Running torch_np/test_function_base 1/1 ... [2025-08-26 23:11:19.955239] 2025-08-26T23:11:19.9564906Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:11:19.9565349Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/test_function_base.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:11:19.955425] 2025-08-26T23:11:22.3741639Z 2025-08-26T23:11:22.3742430Z torch_np/test_function_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_function_base_1.1_5e71e397af0a8e2a_.log 2025-08-26T23:11:22.3742935Z Running 1 items in this shard: test/torch_np/test_function_base.py::TestAppend::test_basic 2025-08-26T23:11:22.3743083Z 2025-08-26T23:11:22.3746290Z Running torch_np/test_indexing 1/1 ... [2025-08-26 23:11:22.374211] 2025-08-26T23:11:22.3748118Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:11:22.3749075Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/test_indexing.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:11:22.374447] 2025-08-26T23:11:28.7715813Z 2025-08-26T23:11:28.7716740Z torch_np/test_indexing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_indexing_1.1_4f81511be96c3d23_.log 2025-08-26T23:11:28.7717814Z Running 5 items in this shard: test/torch_np/test_indexing.py::TestAdvancedIndexing::test_advanced_separation_patterns, test/torch_np/test_indexing.py::TestAdvancedIndexing::test_broadcast_and_numpy_compatibility, test/torch_np/test_indexing.py::TestAdvancedIndexing::test_comprehensive_indexing, test/torch_np/test_indexing.py::TestAdvancedIndexing::test_ellipsis, test/torch_np/test_indexing.py::TestAdvancedIndexing::test_special_index_types 2025-08-26T23:11:28.7718581Z 2025-08-26T23:11:28.7718703Z Running torch_np/test_ndarray_methods 1/1 ... [2025-08-26 23:11:28.771535] 2025-08-26T23:11:28.7725218Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:11:28.7725708Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/test_ndarray_methods.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:11:28.771731] 2025-08-26T23:11:32.4435215Z 2025-08-26T23:11:32.4436432Z torch_np/test_ndarray_methods 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_ndarray_methods_1.1_3b9a6b8bf49a60ce_.log 2025-08-26T23:11:32.4480152Z Running 342 items in this shard: test/torch_np/test_ndarray_methods.py::TestIndexing::test_indexing_simple, test/torch_np/test_ndarray_methods.py::TestIndexing::test_setitem, test/torch_np/test_ndarray_methods.py::TestReshape::test_reshape_function, test/torch_np/test_ndarray_methods.py::TestReshape::test_reshape_method, test/torch_np/test_ndarray_methods.py::TestTranspose::test_transpose_function, test/torch_np/test_ndarray_methods.py::TestTranspose::test_transpose_method, test/torch_np/test_ndarray_methods.py::TestRavel::test_ravel_function, test/torch_np/test_ndarray_methods.py::TestRavel::test_ravel_method, test/torch_np/test_ndarray_methods.py::TestNonzero::test_array_method, test/torch_np/test_ndarray_methods.py::TestNonzero::test_nonzero_onedim, test/torch_np/test_ndarray_methods.py::TestNonzero::test_nonzero_trivial, test/torch_np/test_ndarray_methods.py::TestNonzero::test_nonzero_twodim, test/torch_np/test_ndarray_methods.py::TestNonzero::test_sparse, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_all_method_max, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_all_method_min, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size0_axis0_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size0_axis0_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size10_axis_-1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size10_axis_-1_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size11_axis_0_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size11_axis_0_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size12_axis_1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size12_axis_1_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size13_axis13_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size13_axis13_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size14_axis_-2_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size14_axis_-2_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size15_axis_-1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size15_axis_-1_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size16_axis_0_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size16_axis_0_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size17_axis_1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size17_axis_1_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size18_axis18_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size18_axis18_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size19_axis_-3_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size19_axis_-3_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size1_axis_-1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size1_axis_-1_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size20_axis_-2_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size20_axis_-2_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size21_axis_-1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size21_axis_-1_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size22_axis_0_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size22_axis_0_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size23_axis_1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size23_axis_1_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size24_axis_2_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size24_axis_2_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size25_axis25_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size25_axis25_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size26_axis_-3_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size26_axis_-3_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size27_axis_-2_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size27_axis_-2_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size28_axis_-1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size28_axis_-1_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size29_axis_0_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size29_axis_0_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size2_axis_0_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size2_axis_0_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size30_axis_1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size30_axis_1_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size31_axis_2_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size31_axis_2_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size32_axis32_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size32_axis32_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size33_axis_-4_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size33_axis_-4_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size34_axis_-3_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size34_axis_-3_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size35_axis_-2_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size35_axis_-2_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size36_axis_-1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size36_axis_-1_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size37_axis_0_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size37_axis_0_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size38_axis_1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size38_axis_1_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size39_axis_2_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size39_axis_2_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size3_axis3_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size3_axis3_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size40_axis_3_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size40_axis_3_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size41_axis41_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size41_axis41_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size42_axis_-4_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size42_axis_-4_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size43_axis_-3_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size43_axis_-3_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size44_axis_-2_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size44_axis_-2_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size45_axis_-1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size45_axis_-1_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size46_axis_0_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size46_axis_0_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size47_axis_1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size47_axis_1_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size48_axis_2_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size48_axis_2_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size49_axis_3_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size49_axis_3_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size4_axis_-2_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size4_axis_-2_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size50_axis50_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size50_axis50_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size51_axis_-4_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size51_axis_-4_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size52_axis_-3_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size52_axis_-3_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size53_axis_-2_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size53_axis_-2_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size54_axis_-1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size54_axis_-1_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size55_axis_0_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size55_axis_0_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size56_axis_1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size56_axis_1_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size57_axis_2_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size57_axis_2_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size58_axis_3_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size58_axis_3_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size59_axis59_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size59_axis59_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size5_axis_-1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size5_axis_-1_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size60_axis_-4_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size60_axis_-4_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size61_axis_-3_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size61_axis_-3_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size62_axis_-2_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size62_axis_-2_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size63_axis_-1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size63_axis_-1_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size64_axis_0_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size64_axis_0_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size65_axis_1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size65_axis_1_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size66_axis_2_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size66_axis_2_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size67_axis_3_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size67_axis_3_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size68_axis68_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size68_axis68_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size69_axis_-1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size69_axis_-1_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size6_axis_0_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size6_axis_0_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size70_axis_0_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size70_axis_0_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size71_axis71_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size71_axis71_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size72_axis_-1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size72_axis_-1_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size73_axis_0_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size73_axis_0_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size74_axis74_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size74_axis74_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size75_axis_-1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size75_axis_-1_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size76_axis_0_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size76_axis_0_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size77_axis77_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size77_axis77_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size7_axis_1_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size7_axis_1_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size8_axis8_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size8_axis8_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size9_axis_-2_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_argmin_argmax_keepdims_size9_axis_-2_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_vs_ndarray_arr_method_argmax_np_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_vs_ndarray_arr_method_argmin_np_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_vs_ndarray_positional_arr_method_argmax_np_method0, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_np_vs_ndarray_positional_arr_method_argmin_np_method1, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_output_shape_method_argmax, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_output_shape_method_argmin, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_ret_is_out_ndim_0_method_argmax, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_ret_is_out_ndim_0_method_argmin, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_ret_is_out_ndim_1_method_argmax, test/torch_np/test_ndarray_methods.py::TestArgmaxArgminCommon::test_ret_is_out_ndim_1_method_argmin, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data0, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data1, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data10, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data11, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data12, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data13, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data14, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data15, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data16, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data17, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data18, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data19, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data2, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data20, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data21, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data22, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data23, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data24, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data25, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data26, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data27, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data28, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data29, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data3, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data30, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data31, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data32, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data33, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data34, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data35, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data36, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data37, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data38, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data39, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data4, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data40, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data41, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data42, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data43, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data44, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data45, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data46, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data47, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data48, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data49, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data5, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data50, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data51, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data52, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data53, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data54, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data55, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data56, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data57, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data58, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data59, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data6, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data60, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data61, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data62, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data63, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data64, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data65, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data66, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data67, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data68, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data69, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data7, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data70, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data71, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data72, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data73, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data8, test/torch_np/test_ndarray_methods.py::TestArgmax::test_combinations_data9, test/torch_np/test_ndarray_methods.py::TestArgmax::test_maximum_signed_integers, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data0, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data1, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data10, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data11, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data12, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data13, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data14, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data15, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data16, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data17, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data18, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data19, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data2, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data20, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data21, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data22, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data23, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data24, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data25, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data26, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data27, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data28, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data29, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data3, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data30, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data31, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data32, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data33, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data34, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data35, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data36, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data37, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data38, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data39, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data4, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data40, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data41, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data42, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data43, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data44, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data45, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data46, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data47, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data48, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data49, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data5, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data50, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data51, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data52, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data53, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data54, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data55, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data56, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data57, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data58, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data59, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data6, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data60, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data61, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data62, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data63, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data64, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data65, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data66, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data67, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data68, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data69, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data7, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data70, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data71, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data72, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data73, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data8, test/torch_np/test_ndarray_methods.py::TestArgmin::test_combinations_data9, test/torch_np/test_ndarray_methods.py::TestArgmin::test_minimum_signed_integers, test/torch_np/test_ndarray_methods.py::TestAmax::test_basic, test/torch_np/test_ndarray_methods.py::TestAmin::test_basic, test/torch_np/test_ndarray_methods.py::TestContains::test_contains, test/torch_np/test_ndarray_methods.py::TestNoExtraMethods::test_extra_methods_name_fn, test/torch_np/test_ndarray_methods.py::TestNoExtraMethods::test_extra_methods_name_ivar, test/torch_np/test_ndarray_methods.py::TestNoExtraMethods::test_extra_methods_name_method, test/torch_np/test_ndarray_methods.py::TestNoExtraMethods::test_extra_methods_name_name, test/torch_np/test_ndarray_methods.py::TestNoExtraMethods::test_extra_methods_name_plain, test/torch_np/test_ndarray_methods.py::TestNoExtraMethods::test_extra_methods_name_rvar, test/torch_np/test_ndarray_methods.py::TestIter::test_iter_1d, test/torch_np/test_ndarray_methods.py::TestIter::test_iter_2d 2025-08-26T23:11:32.4527470Z 2025-08-26T23:11:32.4527566Z Running torch_np/test_nep50_examples 1/1 ... [2025-08-26 23:11:32.443806] 2025-08-26T23:11:32.4527741Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:11:32.4528138Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/test_nep50_examples.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:11:32.444063] 2025-08-26T23:11:37.0679417Z 2025-08-26T23:11:37.0680383Z torch_np/test_nep50_examples 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_nep50_examples_1.1_be274f72f1bfb91c_.log 2025-08-26T23:11:37.0965631Z Running 1897 items in this shard: test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_3j + array(3, complex64), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_True + uint8(2), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array(1_0, float32) + 1e-14 == 1_0, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([0_1], float32) == float64(0_1), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([100], uint8) + 200, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1], uint8) + 1, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1], uint8) + 200, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1], uint8) + 300, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1], uint8) + array(1, int64), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1], uint8) + int64(1), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1_0], float32) + 1e-14 == 1_0, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1_], float32) + 3, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1_], float32) + array(1_, float64), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1_], float32) + float64(1_), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1_], float32) + int64(3), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_bool_(True) + 1, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_float32(1) + 1j, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_float32(1) + 3e100, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_float32(5) + 5j, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_int16(2) + 2, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_int16(4) + 4j, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_int32(1) + 5j, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_uint8(1) + 2, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_uint8(1) + 300, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_uint8(100) + 200, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_arctan2_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_and_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_or_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_bitwise_xor_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_copysign_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divide_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_divmod_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_equal_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_float_power_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_floor_divide_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmax_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmin_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_fmod_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_gcd_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_equal_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_greater_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_heaviside_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_hypot_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_lcm_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_ldexp_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_left_shift_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_equal_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_less_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp2_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logaddexp_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_and_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_or_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_logical_xor_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_matmul_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_maximum_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_minimum_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_mod_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_modf_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_multiply_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_nextafter_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_not_equal_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_power_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_remainder_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_right_shift_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar270_array270_dtype270, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar271_array271_dtype271, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar272_array272_dtype272, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar273_array273_dtype273, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar274_array274_dtype274, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar275_array275_dtype275, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar276_array276_dtype276, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar277_array277_dtype277, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar278_array278_dtype278, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar279_array279_dtype279, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar280_array280_dtype280, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar281_array281_dtype281, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar282_array282_dtype282, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar283_array283_dtype283, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar284_array284_dtype284, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar285_array285_dtype285, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar286_array286_dtype286, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar287_array287_dtype287, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar288_array288_dtype288, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar289_array289_dtype289, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar290_array290_dtype290, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar291_array291_dtype291, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar292_array292_dtype292, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar293_array293_dtype293, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar294_array294_dtype294, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar295_array295_dtype295, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar296_array296_dtype296, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar297_array297_dtype297, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar298_array298_dtype298, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar299_array299_dtype299, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar300_array300_dtype300, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar301_array301_dtype301, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar302_array302_dtype302, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar303_array303_dtype303, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar304_array304_dtype304, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar305_array305_dtype305, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar306_array306_dtype306, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar307_array307_dtype307, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar308_array308_dtype308, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar309_array309_dtype309, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar310_array310_dtype310, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar311_array311_dtype311, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar312_array312_dtype312, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar313_array313_dtype313, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar314_array314_dtype314, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar315_array315_dtype315, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar316_array316_dtype316, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar317_array317_dtype317, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar318_array318_dtype318, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar319_array319_dtype319, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar320_array320_dtype320, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar321_array321_dtype321, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar322_array322_dtype322, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar323_array323_dtype323, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar324_array324_dtype324, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar325_array325_dtype325, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar326_array326_dtype326, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar327_array327_dtype327, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar328_array328_dtype328, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar329_array329_dtype329, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar330_array330_dtype330, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar331_array331_dtype331, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar332_array332_dtype332, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar333_array333_dtype333, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar334_array334_dtype334, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar335_array335_dtype335, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar336_array336_dtype336, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar337_array337_dtype337, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar338_array338_dtype338, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar339_array339_dtype339, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar340_array340_dtype340, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar341_array341_dtype341, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar342_array342_dtype342, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar343_array343_dtype343, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar344_array344_dtype344, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar345_array345_dtype345, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar346_array346_dtype346, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar347_array347_dtype347, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar348_array348_dtype348, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar349_array349_dtype349, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar350_array350_dtype350, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar351_array351_dtype351, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar352_array352_dtype352, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar353_array353_dtype353, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar354_array354_dtype354, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar355_array355_dtype355, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar356_array356_dtype356, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar357_array357_dtype357, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar358_array358_dtype358, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar359_array359_dtype359, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array100_dtype100, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array101_dtype101, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array102_dtype102, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array103_dtype103, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array104_dtype104, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array105_dtype105, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array106_dtype106, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array107_dtype107, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array108_dtype108, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array109_dtype109, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array110_dtype110, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array111_dtype111, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array112_dtype112, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array113_dtype113, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array114_dtype114, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array115_dtype115, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array116_dtype116, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array117_dtype117, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array118_dtype118, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array119_dtype119, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array120_dtype120, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array121_dtype121, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array122_dtype122, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array123_dtype123, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array124_dtype124, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array125_dtype125, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array126_dtype126, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array127_dtype127, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array128_dtype128, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array129_dtype129, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array130_dtype130, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array131_dtype131, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array132_dtype132, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array133_dtype133, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array134_dtype134, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array135_dtype135, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array136_dtype136, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array137_dtype137, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array138_dtype138, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array139_dtype139, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array140_dtype140, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array141_dtype141, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array142_dtype142, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array143_dtype143, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array144_dtype144, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array145_dtype145, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array146_dtype146, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array147_dtype147, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array148_dtype148, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array149_dtype149, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array150_dtype150, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array151_dtype151, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array152_dtype152, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array153_dtype153, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array154_dtype154, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array155_dtype155, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array156_dtype156, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array157_dtype157, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array158_dtype158, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array159_dtype159, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array160_dtype160, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array161_dtype161, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array162_dtype162, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array163_dtype163, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array164_dtype164, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array165_dtype165, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array166_dtype166, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array167_dtype167, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array168_dtype168, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array169_dtype169, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array170_dtype170, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array171_dtype171, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array172_dtype172, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array173_dtype173, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array174_dtype174, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array175_dtype175, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array176_dtype176, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array177_dtype177, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array178_dtype178, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array179_dtype179, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array90_dtype90, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array91_dtype91, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array92_dtype92, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array93_dtype93, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array94_dtype94, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array95_dtype95, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array96_dtype96, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array97_dtype97, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array98_dtype98, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array99_dtype99, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array180_dtype180, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array181_dtype181, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array182_dtype182, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array183_dtype183, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array184_dtype184, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array185_dtype185, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array186_dtype186, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array187_dtype187, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array188_dtype188, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array189_dtype189, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array190_dtype190, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array191_dtype191, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array192_dtype192, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array193_dtype193, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array194_dtype194, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array195_dtype195, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array196_dtype196, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array197_dtype197, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array198_dtype198, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array199_dtype199, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array200_dtype200, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array201_dtype201, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array202_dtype202, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array203_dtype203, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array204_dtype204, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array205_dtype205, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array206_dtype206, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array207_dtype207, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array208_dtype208, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array209_dtype209, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array210_dtype210, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array211_dtype211, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array212_dtype212, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array213_dtype213, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array214_dtype214, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array215_dtype215, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array216_dtype216, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array217_dtype217, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array218_dtype218, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array219_dtype219, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array220_dtype220, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array221_dtype221, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array222_dtype222, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array223_dtype223, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array224_dtype224, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array225_dtype225, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array226_dtype226, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array227_dtype227, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array228_dtype228, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array229_dtype229, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array230_dtype230, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array231_dtype231, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array232_dtype232, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array233_dtype233, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array234_dtype234, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array235_dtype235, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array236_dtype236, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array237_dtype237, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array238_dtype238, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array239_dtype239, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array240_dtype240, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array241_dtype241, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array242_dtype242, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array243_dtype243, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array244_dtype244, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array245_dtype245, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array246_dtype246, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array247_dtype247, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array248_dtype248, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array249_dtype249, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array250_dtype250, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array251_dtype251, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array252_dtype252, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array253_dtype253, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array254_dtype254, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array255_dtype255, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array256_dtype256, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array257_dtype257, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array258_dtype258, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array259_dtype259, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array260_dtype260, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array261_dtype261, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array262_dtype262, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array263_dtype263, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array264_dtype264, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array265_dtype265, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array266_dtype266, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array267_dtype267, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array268_dtype268, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array269_dtype269, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array0_dtype0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array10_dtype10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array11_dtype11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array12_dtype12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array13_dtype13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array14_dtype14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array15_dtype15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array16_dtype16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array17_dtype17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array18_dtype18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array19_dtype19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array1_dtype1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array20_dtype20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array21_dtype21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array22_dtype22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array23_dtype23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array24_dtype24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array25_dtype25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array26_dtype26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array27_dtype27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array28_dtype28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array29_dtype29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array2_dtype2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array30_dtype30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array31_dtype31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array32_dtype32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array33_dtype33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array34_dtype34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array35_dtype35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array36_dtype36, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array37_dtype37, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array38_dtype38, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array39_dtype39, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array3_dtype3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array40_dtype40, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array41_dtype41, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array42_dtype42, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array43_dtype43, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array44_dtype44, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array45_dtype45, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array46_dtype46, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array47_dtype47, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array48_dtype48, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array49_dtype49, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array4_dtype4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array50_dtype50, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array51_dtype51, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array52_dtype52, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array53_dtype53, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array54_dtype54, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array55_dtype55, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array56_dtype56, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array57_dtype57, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array58_dtype58, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array59_dtype59, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array5_dtype5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array60_dtype60, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array61_dtype61, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array62_dtype62, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array63_dtype63, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array64_dtype64, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array65_dtype65, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array66_dtype66, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array67_dtype67, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array68_dtype68, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array69_dtype69, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array6_dtype6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array70_dtype70, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array71_dtype71, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array72_dtype72, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array73_dtype73, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array74_dtype74, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array75_dtype75, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array76_dtype76, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array77_dtype77, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array78_dtype78, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array79_dtype79, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array7_dtype7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array80_dtype80, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array81_dtype81, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array82_dtype82, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array83_dtype83, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array84_dtype84, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array85_dtype85, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array86_dtype86, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array87_dtype87, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array88_dtype88, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array89_dtype89, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array8_dtype8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array9_dtype9 2025-08-26T23:11:37.1244261Z 2025-08-26T23:11:37.1244360Z Running torch_np/test_random 1/1 ... [2025-08-26 23:11:37.069642] 2025-08-26T23:11:37.1244543Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:11:37.1244957Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/test_random.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:11:37.069834] 2025-08-26T23:11:39.8894041Z 2025-08-26T23:11:39.8896284Z torch_np/test_random 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_random_1.1_55b0a1a6d8530c47_.log 2025-08-26T23:11:39.8910659Z Running 41 items in this shard: test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_func0, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_func1, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_func2, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_func3, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_func6, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_func7, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_random_random, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_random_sample, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_func0, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_func1, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_func2, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_func3, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_func6, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_func7, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_random_random, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_random_sample, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_func0, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_func1, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_func2, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_func3, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_func6, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_func7, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_random_random, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_random_sample, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_func0, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_func1, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_func2, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_func3, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_func6, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_func7, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_random_random, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_random_sample, test/torch_np/test_random.py::TestShuffle::test_1d_use_numpy_False, test/torch_np/test_random.py::TestShuffle::test_1d_use_numpy_True, test/torch_np/test_random.py::TestShuffle::test_2d_use_numpy_False, test/torch_np/test_random.py::TestShuffle::test_2d_use_numpy_True, test/torch_np/test_random.py::TestShuffle::test_shuffle_list_use_numpy_False, test/torch_np/test_random.py::TestShuffle::test_shuffle_list_use_numpy_True, test/torch_np/test_random.py::TestChoice::test_choice_use_numpy_False, test/torch_np/test_random.py::TestChoice::test_choice_use_numpy_True, test/torch_np/test_random.py::TestNumpyGlobal::test_numpy_global 2025-08-26T23:11:39.8918258Z 2025-08-26T23:11:39.8918394Z Running torch_np/test_scalars_0D_arrays 1/1 ... [2025-08-26 23:11:39.889281] 2025-08-26T23:11:39.8918672Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:11:39.8919309Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/test_scalars_0D_arrays.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:11:39.889473] 2025-08-26T23:11:42.2584225Z 2025-08-26T23:11:42.2585946Z torch_np/test_scalars_0D_arrays 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_scalars_0D_arrays_1.1_07f4716b7acc0e70_.log 2025-08-26T23:11:42.2596825Z Running 33 items in this shard: test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_array_scalar_basic_array, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_array_scalar_basic_asarray, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_array_scalar_basic_asarray_int, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_array_scalar_basic_int64, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_conversion_to_int_array, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_conversion_to_int_asarray, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_conversion_to_int_asarray_int, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_conversion_to_int_int64, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_decay_to_py_scalar_array, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_decay_to_py_scalar_asarray, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_decay_to_py_scalar_asarray_int, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_decay_to_py_scalar_int64, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_scalar_comparisons, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value0, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value1, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value10, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value11, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value4, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value5, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value6, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value7, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value8, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value9, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value_s, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value_string, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_array_0D, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_array_1D, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_array_2D, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_float32, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_int, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_list, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_list-list, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_literal 2025-08-26T23:11:42.2606757Z 2025-08-26T23:11:42.2606864Z Running torch_np/test_ufuncs_basic 1/1 ... [2025-08-26 23:11:42.258305] 2025-08-26T23:11:42.2607035Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:11:42.2607429Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/test_ufuncs_basic.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:11:42.258553] 2025-08-26T23:11:45.1282818Z 2025-08-26T23:11:45.1284270Z torch_np/test_ufuncs_basic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_ufuncs_basic_1.1_7aaab4dd32c8e66f_.log 2025-08-26T23:11:45.1345899Z Running 371 items in this shard: test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_scalar_ufunc0, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_equiv_ufunc0_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_equiv_ufunc0_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_equiv_ufunc0_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_no_ufunc0_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_no_ufunc0_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_no_ufunc0_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_safe_ufunc0_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_safe_ufunc0_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_safe_ufunc0_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_same_kind_ufunc0_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_same_kind_ufunc0_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_same_kind_ufunc0_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_unsafe_ufunc0_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_unsafe_ufunc0_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_casting_casting_unsafe_ufunc0_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_dtype_ufunc0, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_broadcast_ufunc0, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_equiv_ufunc0_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_equiv_ufunc0_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_equiv_ufunc0_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_no_ufunc0_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_no_ufunc0_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_no_ufunc0_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_safe_ufunc0_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_safe_ufunc0_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_safe_ufunc0_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_same_kind_ufunc0_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_same_kind_ufunc0_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_same_kind_ufunc0_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_unsafe_ufunc0_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_unsafe_ufunc0_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestUnaryUfuncs::test_x_and_out_casting_casting_unsafe_ufunc0_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc0, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc1, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc10, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc11, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc12, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc13, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc14, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc15, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc16, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc2, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc3, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc4, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc5, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc6, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc7, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc8, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_scalar_ufunc9, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc0, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc1, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc10, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc11, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc12, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc13, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc14, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc15, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc16, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc2, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc3, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc4, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc5, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc6, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc7, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc8, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_vector_vs_scalar_ufunc9, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc0, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc1, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc10, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc11, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc12, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc13, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc14, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc15, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc16, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc2, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc3, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc4, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc5, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc6, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc7, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc8, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_broadcast_ufunc9, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc0_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc0_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc0_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc10_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc10_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc10_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc11_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc11_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc11_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc12_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc12_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc12_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc13_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc13_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc13_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc14_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc14_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc14_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc15_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc15_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc15_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc16_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc16_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc16_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc1_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc1_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc1_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc2_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc2_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc2_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc3_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc3_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc3_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc4_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc4_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc4_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc5_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc5_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc5_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc6_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc6_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc6_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc7_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc7_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc7_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc8_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc8_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc8_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc9_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc9_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_equiv_ufunc9_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc0_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc0_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc0_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc10_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc10_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc10_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc11_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc11_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc11_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc12_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc12_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc12_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc13_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc13_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc13_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc14_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc14_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc14_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc15_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc15_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc15_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc16_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc16_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc16_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc1_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc1_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc1_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc2_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc2_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc2_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc3_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc3_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc3_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc4_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc4_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc4_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc5_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc5_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc5_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc6_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc6_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc6_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc7_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc7_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc7_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc8_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc8_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc8_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc9_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc9_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_no_ufunc9_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc0_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc0_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc0_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc10_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc10_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc10_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc11_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc11_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc11_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc12_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc12_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc12_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc13_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc13_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc13_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc14_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc14_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc14_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc15_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc15_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc15_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc16_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc16_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc16_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc1_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc1_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc1_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc2_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc2_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc2_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc3_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc3_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc3_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc4_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc4_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc4_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc5_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc5_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc5_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc6_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc6_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc6_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc7_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc7_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc7_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc8_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc8_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc8_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc9_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc9_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_safe_ufunc9_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc0_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc0_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc0_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc10_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc10_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc10_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc11_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc11_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc11_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc12_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc12_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc12_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc13_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc13_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc13_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc14_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc14_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc14_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc15_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc15_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc15_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc16_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc16_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc16_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc1_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc1_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc1_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc2_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc2_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc2_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc3_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc3_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc3_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc4_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc4_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc4_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc5_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc5_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc5_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc6_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc6_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc6_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc7_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc7_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc7_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc8_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc8_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc8_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc9_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc9_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_same_kind_ufunc9_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc0_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc0_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc0_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc10_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc10_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc10_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc11_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc11_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc11_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc12_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc12_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc12_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc13_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc13_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc13_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc14_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc14_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc14_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc15_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc15_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc15_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc16_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc16_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc16_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc1_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc1_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc1_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc2_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc2_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc2_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc3_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc3_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc3_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc4_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc4_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc4_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc5_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc5_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc5_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc6_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc6_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc6_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc7_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc7_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc7_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc8_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc8_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc8_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc9_out_dtype_complex128, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc9_out_dtype_float32, test/torch_np/test_ufuncs_basic.py::TestBinaryUfuncs::test_xy_and_out_casting_casting_unsafe_ufunc9_out_dtype_float64, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_basic_ufunc0_op0_iop0, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_basic_ufunc1_op1_iop1, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_basic_ufunc2_op2_iop2, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_bcast_ufunc0_op0_iop0, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_bcast_ufunc1_op1_iop1, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_bcast_ufunc2_op2_iop2, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc0_op0_iop0_other_dtype0, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc0_op0_iop0_other_dtype1, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc0_op0_iop0_other_dtype2, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc0_op0_iop0_other_dtype3, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc1_op1_iop1_other_dtype0, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc1_op1_iop1_other_dtype1, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc1_op1_iop1_other_dtype2, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc1_op1_iop1_other_dtype3, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc2_op2_iop2_other_dtype0, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc2_op2_iop2_other_dtype1, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc2_op2_iop2_other_dtype2, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_array_ufunc2_op2_iop2_other_dtype3, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc0_op0_iop0_other_dtype0, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc0_op0_iop0_other_dtype1, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc0_op0_iop0_other_dtype2, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc0_op0_iop0_other_dtype3, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc1_op1_iop1_other_dtype0, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc1_op1_iop1_other_dtype1, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc1_op1_iop1_other_dtype2, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc1_op1_iop1_other_dtype3, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc2_op2_iop2_other_dtype0, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc2_op2_iop2_other_dtype1, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc2_op2_iop2_other_dtype2, test/torch_np/test_ufuncs_basic.py::TestNdarrayDunderVsUfunc::test_other_scalar_ufunc2_op2_iop2_other_dtype3, test/torch_np/test_ufuncs_basic.py::TestUfuncDtypeKwd::test_binary_ufunc_dtype, test/torch_np/test_ufuncs_basic.py::TestUfuncDtypeKwd::test_binary_ufunc_dtype_and_out 2025-08-26T23:11:45.1403186Z 2025-08-26T23:11:45.1403278Z Running torch_np/test_unary_ufuncs 1/1 ... [2025-08-26 23:11:45.128423] 2025-08-26T23:11:45.1403443Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:11:45.1403835Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'torch_np/test_unary_ufuncs.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:11:45.128662] 2025-08-26T23:11:47.5480324Z 2025-08-26T23:11:47.5481621Z torch_np/test_unary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_unary_ufuncs_1.1_a92104c2b2e9cc3c_.log 2025-08-26T23:11:47.5490058Z Running 42 items in this shard: test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_absolute, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_arccos, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_arccosh, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_arcsin, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_arcsinh, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_arctan, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_arctanh, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_cbrt, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_ceil, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_conjugate, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_cos, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_cosh, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_deg2rad, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_degrees, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_exp, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_exp2, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_expm1, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_fabs, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_floor, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_isfinite, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_isinf, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_isnan, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_log, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_log10, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_log1p, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_log2, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_logical_not, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_negative, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_positive, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_rad2deg, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_radians, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_reciprocal, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_rint, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_sign, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_signbit, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_sin, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_sinh, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_sqrt, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_square, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_tan, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_tanh, test/torch_np/test_unary_ufuncs.py::TestUnaryUfuncs::test_trunc 2025-08-26T23:11:47.5496875Z 2025-08-26T23:11:47.5497007Z Running typing/test_python_operators 1/1 ... [2025-08-26 23:11:47.547858] 2025-08-26T23:11:47.5497270Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:11:47.5497967Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'typing/test_python_operators.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:11:47.548076] 2025-08-26T23:11:50.2176176Z 2025-08-26T23:11:50.2183835Z typing/test_python_operators 1/1 was successful, full logs can be found in artifacts with path test/test-reports/typing.test_python_operators_1.1_445b2b1e83a60e7d_.log 2025-08-26T23:11:50.2233951Z Running 318 items in this shard: test/typing/test_python_operators.py::TestPythonOperators::test_binary_a100_op_%_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a101_op_%_b101, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a102_op_%_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a103_op_%_b103, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a104_op_*_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a105_op_*_b105, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a106_op_*_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a107_op_*_b107, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a108_op_**_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a109_op_**_b109, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a110_op_**_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a111_op_**_b111, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a112_op_+_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a113_op_+_b113, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a114_op_+_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a115_op_+_b115, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a116_op_-_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a117_op_-_b117, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a118_op_-_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a119_op_-_b119, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a120_op_/_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a121_op_/_b121, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a122_op_/_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a123_op_/_b123, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a124_op_//_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a125_op_//_b125, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a126_op_//_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a127_op_//_b127, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a128_op_&_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a129_op_&_b129, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a130_op_&_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a131_op_&_b131, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a132_op_<<_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a133_op_<<_b133, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a134_op_<<_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a135_op_<<_b135, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a136_op_>>_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a137_op_>>_b137, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a138_op_>>_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a139_op_>>_b139, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a140_op_^_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a141_op_^_b141, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a142_op_^_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a143_op_^_b143, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a144_op_|_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a145_op_|_b145, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a146_op_|_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a147_op_|_b147, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a148_op_@_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a149_op_@_b149, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a150_op_@_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a151_op_@_b151, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a228_op_!=_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a229_op_!=_b229, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a230_op_!=_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a231_op_!=_b231, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a232_op_<_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a233_op_<_b233, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a234_op_<_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a235_op_<_b235, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a236_op_<=_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a237_op_<=_b237, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a238_op_<=_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a239_op_<=_b239, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a240_op_==_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a241_op_==_b241, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a242_op_==_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a243_op_==_b243, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a244_op_>_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a245_op_>_b245, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a246_op_>_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a247_op_>_b247, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a248_op_>=_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a249_op_>=_b249, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a250_op_>=_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a251_op_>=_b251, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a252_op_%_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a253_op_%_b253, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a254_op_%_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a255_op_%_b255, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a256_op_*_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a257_op_*_b257, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a258_op_*_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a259_op_*_b259, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a260_op_**_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a261_op_**_b261, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a262_op_**_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a263_op_**_b263, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a264_op_+_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a265_op_+_b265, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a266_op_+_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a267_op_+_b267, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a268_op_-_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a269_op_-_b269, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a270_op_-_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a271_op_-_b271, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a272_op_/_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a273_op_/_b273, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a274_op_/_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a275_op_/_b275, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a276_op_//_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a277_op_//_b277, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a278_op_//_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a279_op_//_b279, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a280_op_&_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a281_op_&_b281, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a282_op_&_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a283_op_&_b283, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a284_op_<<_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a285_op_<<_b285, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a286_op_<<_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a287_op_<<_b287, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a288_op_>>_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a289_op_>>_b289, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a290_op_>>_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a291_op_>>_b291, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a292_op_^_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a293_op_^_b293, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a294_op_^_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a295_op_^_b295, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a296_op_|_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a297_op_|_b297, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a298_op_|_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a299_op_|_b299, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a300_op_@_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a301_op_@_b301, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a302_op_@_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a303_op_@_b303, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a76_op_!=_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a77_op_!=_b77, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a78_op_!=_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a79_op_!=_b79, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a80_op_<_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a81_op_<_b81, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a82_op_<_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a83_op_<_b83, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a84_op_<=_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a85_op_<=_b85, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a86_op_<=_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a87_op_<=_b87, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a88_op_==_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a89_op_==_b89, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a90_op_==_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a91_op_==_b91, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a92_op_>_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a93_op_>_b93, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a94_op_>_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a95_op_>_b95, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a96_op_>=_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a97_op_>=_b97, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a98_op_>=_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a99_op_>=_b99, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_!=_b1, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_!=_b3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_!=_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_!=_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_%_b25, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_%_b27, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_%_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_%_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_&_b53, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_&_b55, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_&_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_&_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_**_b33, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_**_b35, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_**_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_**_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_*_b29, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_*_b31, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_*_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_*_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_+_b37, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_+_b39, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_+_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_+_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_-_b41, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_-_b43, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_-_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_-_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_//_b49, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_//_b51, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_//_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_//_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_/_b45, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_/_b47, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_/_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_/_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_<<_b57, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_<<_b59, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_<<_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_<<_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_<=_b11, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_<=_b9, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_<=_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_<=_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_<_b5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_<_b7, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_<_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_<_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_==_b13, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_==_b15, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_==_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_==_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_>=_b21, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_>=_b23, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_>=_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_>=_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_>>_b61, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_>>_b63, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_>>_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_>>_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_>_b17, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_>_b19, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_>_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_>_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_@_b73, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_@_b75, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_@_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_@_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_^_b65, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_^_b67, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_^_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_^_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_|_b69, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_|_b71, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_|_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_1_5_op_|_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_!=_b153, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_!=_b155, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_!=_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_!=_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_%_b177, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_%_b179, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_%_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_%_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_&_b205, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_&_b207, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_&_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_&_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_**_b185, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_**_b187, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_**_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_**_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_*_b181, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_*_b183, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_*_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_*_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_+_b189, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_+_b191, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_+_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_+_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_-_b193, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_-_b195, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_-_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_-_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_//_b201, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_//_b203, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_//_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_//_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_/_b197, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_/_b199, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_/_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_/_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_<<_b209, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_<<_b211, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_<<_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_<<_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_<=_b161, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_<=_b163, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_<=_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_<=_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_<_b157, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_<_b159, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_<_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_<_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_==_b165, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_==_b167, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_==_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_==_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_>=_b173, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_>=_b175, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_>=_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_>=_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_>>_b213, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_>>_b215, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_>>_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_>>_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_>_b169, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_>_b171, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_>_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_>_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_@_b225, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_@_b227, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_@_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_@_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_^_b217, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_^_b219, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_^_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_^_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_|_b221, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_|_b223, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_|_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a_3_op_|_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_operators_are_correct_and_complete, test/typing/test_python_operators.py::TestPythonOperators::test_type_tests_are_complete, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_+_a1, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_+_a3, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_+_a_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_+_a_3, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_-_a5, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_-_a7, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_-_a_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_-_a_3, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_~_a11, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_~_a9, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_~_a_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_~_a_3 2025-08-26T23:11:50.2269315Z 2025-08-26T23:11:50.2269406Z Running xpu/test_conv 1/1 ... [2025-08-26 23:11:50.217779] 2025-08-26T23:11:50.2269559Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-08-26T23:11:50.2270034Z Executing ['/opt/conda/envs/py_3.12/bin/python', '-bb', 'xpu/test_conv.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-26 23:11:50.218020] 2025-08-26T23:11:53.4610561Z 2025-08-26T23:11:53.4611262Z xpu/test_conv 1/1 was successful, full logs can be found in artifacts with path test/test-reports/xpu.test_conv_1.1_91f63c15dc190619_.log 2025-08-26T23:11:53.4612113Z Running 0 items in this shard: 2025-08-26T23:11:53.4612239Z 2025-08-26T23:11:55.4700880Z /opt/conda/envs/py_3.12/lib/python3.12/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-26T23:11:55.4707305Z import pkg_resources 2025-08-26T23:11:56.6393595Z Running test batch 'tests to run' cost 10827.09 seconds 2025-08-26T23:11:57.4128881Z 2025-08-26T23:11:57.4130097Z real 180m30.453s 2025-08-26T23:11:57.4130431Z user 3059m0.497s 2025-08-26T23:11:57.4130526Z sys 75m49.799s 2025-08-26T23:11:57.4130628Z + assert_git_not_dirty 2025-08-26T23:11:57.4131143Z + [[ linux-noble-rocm-py3.12-mi300 != *rocm* ]] 2025-08-26T23:11:57.4131632Z + sccache_epilogue 2025-08-26T23:11:57.4131765Z + echo '::group::Sccache Compilation Log' 2025-08-26T23:11:57.4143775Z ##[group]Sccache Compilation Log 2025-08-26T23:11:57.4143932Z + echo '=================== sccache compilation log ===================' 2025-08-26T23:11:57.4144097Z =================== sccache compilation log =================== 2025-08-26T23:11:57.4144337Z + python /var/lib/jenkins/pytorch/.ci/pytorch/print_sccache_log.py /var/lib/jenkins/sccache_error.log 2025-08-26T23:11:57.4213140Z + echo '=========== If your build fails, please take a look at the log above for possible reasons ===========' 2025-08-26T23:11:57.4213405Z =========== If your build fails, please take a look at the log above for possible reasons =========== 2025-08-26T23:11:57.4213589Z + sccache --show-stats 2025-08-26T23:11:57.4236161Z Compile requests 8390 2025-08-26T23:11:57.4236295Z Compile requests executed 155 2025-08-26T23:11:57.4236420Z Cache hits 26 2025-08-26T23:11:57.4236537Z Cache hits (C/C++) 26 2025-08-26T23:11:57.4237304Z Cache misses 129 2025-08-26T23:11:57.4237424Z Cache misses (C/C++) 123 2025-08-26T23:11:57.4237925Z Cache misses (HIP) 6 2025-08-26T23:11:57.4238043Z Cache hits rate 16.77 % 2025-08-26T23:11:57.4238163Z Cache hits rate (C/C++) 17.45 % 2025-08-26T23:11:57.4238279Z Cache hits rate (HIP) 0.00 % 2025-08-26T23:11:57.4238397Z Cache timeouts 0 2025-08-26T23:11:57.4238512Z Cache read errors 0 2025-08-26T23:11:57.4238625Z Forced recaches 0 2025-08-26T23:11:57.4238737Z Cache write errors 0 2025-08-26T23:11:57.4238850Z Cache errors 0 2025-08-26T23:11:57.4238963Z Compilations 129 2025-08-26T23:11:57.4239076Z Compilation failures 0 2025-08-26T23:11:57.4239193Z Non-cacheable compilations 0 2025-08-26T23:11:57.4239313Z Non-cacheable calls 83 2025-08-26T23:11:57.4239425Z Non-compilation calls 8152 2025-08-26T23:11:57.4239545Z Unsupported compiler calls 0 2025-08-26T23:11:57.4239902Z Average cache write 0.000 s 2025-08-26T23:11:57.4240023Z Average compiler 3.185 s 2025-08-26T23:11:57.4240140Z Average cache read hit 0.000 s 2025-08-26T23:11:57.4240395Z Failed distributed compilations 0 2025-08-26T23:11:57.4240524Z 2025-08-26T23:11:57.4240567Z Non-cacheable reasons: 2025-08-26T23:11:57.4240670Z unknown source language 52 2025-08-26T23:11:57.4240783Z -E 31 2025-08-26T23:11:57.4240856Z 2025-08-26T23:11:57.4240933Z Cache location Local disk: "/var/lib/jenkins/.cache/sccache" 2025-08-26T23:11:57.4241091Z Use direct/preprocessor mode? yes 2025-08-26T23:11:57.4241209Z Version (client) 0.10.0 2025-08-26T23:11:57.4241332Z Cache size 12 MiB 2025-08-26T23:11:57.4241454Z Max cache size 10 GiB 2025-08-26T23:11:57.4241631Z + sccache --stop-server 2025-08-26T23:11:57.4262202Z Stopping sccache server... 2025-08-26T23:11:57.4264717Z Compile requests 8390 2025-08-26T23:11:57.4264848Z Compile requests executed 155 2025-08-26T23:11:57.4265057Z Cache hits 26 2025-08-26T23:11:57.4265181Z Cache hits (C/C++) 26 2025-08-26T23:11:57.4265296Z Cache misses 129 2025-08-26T23:11:57.4266050Z Cache misses (C/C++) 123 2025-08-26T23:11:57.4266253Z Cache misses (HIP) 6 2025-08-26T23:11:57.4266387Z Cache hits rate 16.77 % 2025-08-26T23:11:57.4266514Z Cache hits rate (C/C++) 17.45 % 2025-08-26T23:11:57.4266639Z Cache hits rate (HIP) 0.00 % 2025-08-26T23:11:57.4266760Z Cache timeouts 0 2025-08-26T23:11:57.4267523Z Cache read errors 0 2025-08-26T23:11:57.4267642Z Forced recaches 0 2025-08-26T23:11:57.4267765Z Cache write errors 0 2025-08-26T23:11:57.4267878Z Cache errors 0 2025-08-26T23:11:57.4267989Z Compilations 129 2025-08-26T23:11:57.4268102Z Compilation failures 0 2025-08-26T23:11:57.4268222Z Non-cacheable compilations 0 2025-08-26T23:11:57.4268514Z Non-cacheable calls 83 2025-08-26T23:11:57.4274238Z Non-compilation calls 8152 2025-08-26T23:11:57.4275195Z Unsupported compiler calls 0 2025-08-26T23:11:57.4275525Z Average cache write 0.000 s 2025-08-26T23:11:57.4275703Z Average compiler 3.185 s 2025-08-26T23:11:57.4275867Z Average cache read hit 0.000 s 2025-08-26T23:11:57.4276033Z Failed distributed compilations 0 2025-08-26T23:11:57.4276149Z 2025-08-26T23:11:57.4276212Z Non-cacheable reasons: 2025-08-26T23:11:57.4276386Z unknown source language 52 2025-08-26T23:11:57.4276541Z -E 31 2025-08-26T23:11:57.4276654Z 2025-08-26T23:11:57.4276752Z Cache location Local disk: "/var/lib/jenkins/.cache/sccache" 2025-08-26T23:11:57.4276980Z Use direct/preprocessor mode? yes 2025-08-26T23:11:57.4277142Z Version (client) 0.10.0 2025-08-26T23:11:57.4277302Z Cache size 12 MiB 2025-08-26T23:11:57.4277469Z Max cache size 10 GiB 2025-08-26T23:11:57.4277646Z + echo ::endgroup:: 2025-08-26T23:11:57.4278060Z ##[endgroup] 2025-08-26T23:11:57.4346086Z ##[group]Run # copy test results back to the mounted workspace, needed sudo, resulting permissions were correct 2025-08-26T23:11:57.4346421Z # copy test results back to the mounted workspace, needed sudo, resulting permissions were correct 2025-08-26T23:11:57.4346806Z docker exec -t "d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408" sh -c "cd ../pytorch && sudo cp -R test/test-reports ../workspace/test" 2025-08-26T23:11:57.4352995Z shell: /usr/bin/bash -e {0} 2025-08-26T23:11:57.4353109Z env: 2025-08-26T23:11:57.4353216Z GIT_DEFAULT_BRANCH: main 2025-08-26T23:11:57.4353358Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T23:11:57.4357098Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T23:11:57.4357261Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T23:11:57.4357668Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T23:11:57.4358153Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T23:11:57.4358264Z AWS_REGION: us-east-1 2025-08-26T23:11:57.4358448Z AWS_ACCESS_KEY_ID: *** 2025-08-26T23:11:57.4358598Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T23:11:57.4360873Z AWS_SESSION_TOKEN: *** 2025-08-26T23:11:57.4361046Z CONTAINER_NAME: d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 2025-08-26T23:11:57.4361227Z ##[endgroup] 2025-08-26T23:11:57.8266778Z ##[group]Run docker exec -t "d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408" sh -c "sudo chown -R 1001:1001 test" 2025-08-26T23:11:57.8267317Z docker exec -t "d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408" sh -c "sudo chown -R 1001:1001 test" 2025-08-26T23:11:57.8273092Z shell: /usr/bin/bash -e {0} 2025-08-26T23:11:57.8273205Z env: 2025-08-26T23:11:57.8273296Z GIT_DEFAULT_BRANCH: main 2025-08-26T23:11:57.8273431Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T23:11:57.8273604Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T23:11:57.8273765Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T23:11:57.8274144Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T23:11:57.8274600Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T23:11:57.8274711Z AWS_REGION: us-east-1 2025-08-26T23:11:57.8274865Z AWS_ACCESS_KEY_ID: *** 2025-08-26T23:11:57.8275010Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T23:11:57.8277076Z AWS_SESSION_TOKEN: *** 2025-08-26T23:11:57.8277244Z CONTAINER_NAME: d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 2025-08-26T23:11:57.8277421Z ##[endgroup] 2025-08-26T23:11:57.9365556Z ##[group]Run cat test/**/*_toprint.log || true 2025-08-26T23:11:57.9365730Z cat test/**/*_toprint.log || true 2025-08-26T23:11:57.9370905Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T23:11:57.9371053Z env: 2025-08-26T23:11:57.9371150Z GIT_DEFAULT_BRANCH: main 2025-08-26T23:11:57.9371284Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T23:11:57.9371456Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T23:11:57.9371626Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T23:11:57.9372008Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T23:11:57.9372372Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T23:11:57.9372490Z AWS_REGION: us-east-1 2025-08-26T23:11:57.9372652Z AWS_ACCESS_KEY_ID: *** 2025-08-26T23:11:57.9372826Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T23:11:57.9374914Z AWS_SESSION_TOKEN: *** 2025-08-26T23:11:57.9375085Z CONTAINER_NAME: d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 2025-08-26T23:11:57.9375269Z ##[endgroup] 2025-08-26T23:11:57.9433047Z cat: 'test/**/*_toprint.log': No such file or directory 2025-08-26T23:12:02.9534242Z Prepare all required actions 2025-08-26T23:12:02.9534551Z Getting action download info 2025-08-26T23:12:03.1706574Z Download action repository 'seemethere/upload-artifact-s3@v5' (SHA:baba72d0712b404f646cebe0730933554ebce96a) 2025-08-26T23:12:04.2816303Z Download action repository 'actions/upload-artifact@v4' (SHA:ea165f8d65b6e75b540449e92b4886f43607fa02) 2025-08-26T23:12:05.8055722Z ##[group]Run ./.github/actions/upload-test-artifacts 2025-08-26T23:12:05.8055875Z with: 2025-08-26T23:12:05.8055968Z use-gha: true 2025-08-26T23:12:05.8056113Z file-suffix: test-default-4-6-linux.rocm.gpu.gfx942.1_48946667456 2025-08-26T23:12:05.8056366Z s3-bucket: gha-artifacts 2025-08-26T23:12:05.8056470Z env: 2025-08-26T23:12:05.8056559Z GIT_DEFAULT_BRANCH: main 2025-08-26T23:12:05.8056690Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T23:12:05.8056866Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T23:12:05.8057051Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T23:12:05.8057437Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T23:12:05.8057811Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T23:12:05.8057923Z AWS_REGION: us-east-1 2025-08-26T23:12:05.8058076Z AWS_ACCESS_KEY_ID: *** 2025-08-26T23:12:05.8058226Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T23:12:05.8060359Z AWS_SESSION_TOKEN: *** 2025-08-26T23:12:05.8060530Z CONTAINER_NAME: d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 2025-08-26T23:12:05.8060740Z ##[endgroup] 2025-08-26T23:12:05.8106690Z ##[group]Run actions/upload-artifact@v4 2025-08-26T23:12:05.8106816Z with: 2025-08-26T23:12:05.8107093Z name: test-jsons-runattempt1-test-default-4-6-linux.rocm.gpu.gfx942.1_48946667456.zip 2025-08-26T23:12:05.8107290Z retention-days: 14 2025-08-26T23:12:05.8107392Z if-no-files-found: warn 2025-08-26T23:12:05.8107494Z path: test/**/*.json 2025-08-26T23:12:05.8107589Z compression-level: 6 2025-08-26T23:12:05.8107768Z overwrite: false 2025-08-26T23:12:05.8107863Z include-hidden-files: false 2025-08-26T23:12:05.8107967Z env: 2025-08-26T23:12:05.8108050Z GIT_DEFAULT_BRANCH: main 2025-08-26T23:12:05.8108178Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T23:12:05.8108346Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T23:12:05.8108502Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T23:12:05.8108877Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T23:12:05.8109237Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T23:12:05.8109345Z AWS_REGION: us-east-1 2025-08-26T23:12:05.8109473Z AWS_ACCESS_KEY_ID: *** 2025-08-26T23:12:05.8109618Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T23:12:05.8111899Z AWS_SESSION_TOKEN: *** 2025-08-26T23:12:05.8112061Z CONTAINER_NAME: d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 2025-08-26T23:12:05.8112233Z ##[endgroup] 2025-08-26T23:12:06.2254594Z With the provided path, there will be 6 files uploaded 2025-08-26T23:12:06.2254896Z Artifact name is valid! 2025-08-26T23:12:06.2255012Z Root directory input is valid! 2025-08-26T23:12:06.3589044Z Beginning upload of artifact content to blob storage 2025-08-26T23:12:06.7041152Z Uploaded bytes 45677 2025-08-26T23:12:06.7526772Z Finished uploading artifact content to blob storage! 2025-08-26T23:12:06.7527564Z SHA256 digest of uploaded artifact zip is 750c253656a1c7a67d258135ddcfb8de9262c80ee3d9fd5d5578c815b897de28 2025-08-26T23:12:06.7528245Z Finalizing artifact upload 2025-08-26T23:12:06.8523316Z Artifact test-jsons-runattempt1-test-default-4-6-linux.rocm.gpu.gfx942.1_48946667456.zip.zip successfully finalized. Artifact ID 3858630459 2025-08-26T23:12:06.8524663Z Artifact test-jsons-runattempt1-test-default-4-6-linux.rocm.gpu.gfx942.1_48946667456.zip has been successfully uploaded! Final size is 45677 bytes. Artifact ID is 3858630459 2025-08-26T23:12:06.8525894Z Artifact download URL: https://github.com/pytorch/pytorch/actions/runs/17248463563/artifacts/3858630459 2025-08-26T23:12:06.8654935Z ##[group]Run actions/upload-artifact@v4 2025-08-26T23:12:06.8655091Z with: 2025-08-26T23:12:06.8655277Z name: test-reports-runattempt1-test-default-4-6-linux.rocm.gpu.gfx942.1_48946667456.zip 2025-08-26T23:12:06.8655482Z retention-days: 14 2025-08-26T23:12:06.8657474Z if-no-files-found: ignore 2025-08-26T23:12:06.8657715Z path: test/**/*.xml test/**/*.csv 2025-08-26T23:12:06.8657837Z compression-level: 6 2025-08-26T23:12:06.8657939Z overwrite: false 2025-08-26T23:12:06.8658041Z include-hidden-files: false 2025-08-26T23:12:06.8658149Z env: 2025-08-26T23:12:06.8658238Z GIT_DEFAULT_BRANCH: main 2025-08-26T23:12:06.8658383Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T23:12:06.8658558Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T23:12:06.8658730Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T23:12:06.8659111Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T23:12:06.8661340Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T23:12:06.8661454Z AWS_REGION: us-east-1 2025-08-26T23:12:06.8661635Z AWS_ACCESS_KEY_ID: *** 2025-08-26T23:12:06.8661790Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T23:12:06.8663846Z AWS_SESSION_TOKEN: *** 2025-08-26T23:12:06.8664014Z CONTAINER_NAME: d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 2025-08-26T23:12:06.8664192Z ##[endgroup] 2025-08-26T23:12:07.2576430Z With the provided path, there will be 130 files uploaded 2025-08-26T23:12:07.2576769Z Artifact name is valid! 2025-08-26T23:12:07.2576897Z Root directory input is valid! 2025-08-26T23:12:07.3598512Z Beginning upload of artifact content to blob storage 2025-08-26T23:12:07.9003309Z Uploaded bytes 677977 2025-08-26T23:12:07.9540758Z Finished uploading artifact content to blob storage! 2025-08-26T23:12:07.9555273Z SHA256 digest of uploaded artifact zip is f1c94ea401473cc6c2420b54752bfcd74d042a1562fe74c4c93e93a4e2e868d2 2025-08-26T23:12:07.9555726Z Finalizing artifact upload 2025-08-26T23:12:08.0708064Z Artifact test-reports-runattempt1-test-default-4-6-linux.rocm.gpu.gfx942.1_48946667456.zip.zip successfully finalized. Artifact ID 3858630578 2025-08-26T23:12:08.0708936Z Artifact test-reports-runattempt1-test-default-4-6-linux.rocm.gpu.gfx942.1_48946667456.zip has been successfully uploaded! Final size is 677977 bytes. Artifact ID is 3858630578 2025-08-26T23:12:08.0712184Z Artifact download URL: https://github.com/pytorch/pytorch/actions/runs/17248463563/artifacts/3858630578 2025-08-26T23:12:08.0841546Z ##[group]Run actions/upload-artifact@v4 2025-08-26T23:12:08.0841701Z with: 2025-08-26T23:12:08.0841883Z name: logs-runattempt1-test-default-4-6-linux.rocm.gpu.gfx942.1_48946667456.zip 2025-08-26T23:12:08.0842080Z retention-days: 14 2025-08-26T23:12:08.0842191Z if-no-files-found: ignore 2025-08-26T23:12:08.0842319Z path: usage_log.txt test/**/*.log 2025-08-26T23:12:08.0842444Z compression-level: 6 2025-08-26T23:12:08.0842549Z overwrite: false 2025-08-26T23:12:08.0842657Z include-hidden-files: false 2025-08-26T23:12:08.0842772Z env: 2025-08-26T23:12:08.0842865Z GIT_DEFAULT_BRANCH: main 2025-08-26T23:12:08.0843018Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T23:12:08.0843202Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T23:12:08.0843371Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T23:12:08.0843873Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T23:12:08.0844249Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T23:12:08.0844366Z AWS_REGION: us-east-1 2025-08-26T23:12:08.0844527Z AWS_ACCESS_KEY_ID: *** 2025-08-26T23:12:08.0844683Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T23:12:08.0846727Z AWS_SESSION_TOKEN: *** 2025-08-26T23:12:08.0846901Z CONTAINER_NAME: d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 2025-08-26T23:12:08.0847082Z ##[endgroup] 2025-08-26T23:12:08.4736745Z Multiple search paths detected. Calculating the least common ancestor of all paths 2025-08-26T23:12:08.4737452Z The least common ancestor is /home/runner/_work/pytorch/pytorch. This will be the root directory of the artifact 2025-08-26T23:12:08.4737744Z With the provided path, there will be 123 files uploaded 2025-08-26T23:12:08.4740455Z Artifact name is valid! 2025-08-26T23:12:08.4740610Z Root directory input is valid! 2025-08-26T23:12:08.5731331Z Beginning upload of artifact content to blob storage 2025-08-26T23:12:09.1687823Z Uploaded bytes 967718 2025-08-26T23:12:09.2226408Z Finished uploading artifact content to blob storage! 2025-08-26T23:12:09.2227915Z SHA256 digest of uploaded artifact zip is 8cbc0d34a67e2205335a663251e65a3c803b58325cb96f65a573cec43f3d69d6 2025-08-26T23:12:09.2228630Z Finalizing artifact upload 2025-08-26T23:12:09.3314019Z Artifact logs-runattempt1-test-default-4-6-linux.rocm.gpu.gfx942.1_48946667456.zip.zip successfully finalized. Artifact ID 3858630685 2025-08-26T23:12:09.3315290Z Artifact logs-runattempt1-test-default-4-6-linux.rocm.gpu.gfx942.1_48946667456.zip has been successfully uploaded! Final size is 967718 bytes. Artifact ID is 3858630685 2025-08-26T23:12:09.3317933Z Artifact download URL: https://github.com/pytorch/pytorch/actions/runs/17248463563/artifacts/3858630685 2025-08-26T23:12:09.3453269Z ##[group]Run # shellcheck disable=SC2156 2025-08-26T23:12:09.3453451Z # shellcheck disable=SC2156 2025-08-26T23:12:09.3453675Z find . -iname "core.[1-9]*" -exec docker exec "${CONTAINER_NAME}" sh -c "gdb python {} -ex 'bt' -ex 'q'" \; 2025-08-26T23:12:09.3461668Z shell: /usr/bin/bash -e {0} 2025-08-26T23:12:09.3461787Z env: 2025-08-26T23:12:09.3461881Z GIT_DEFAULT_BRANCH: main 2025-08-26T23:12:09.3462051Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T23:12:09.3462239Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T23:12:09.3462407Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T23:12:09.3462789Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T23:12:09.3463162Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T23:12:09.3465604Z AWS_REGION: us-east-1 2025-08-26T23:12:09.3465786Z AWS_ACCESS_KEY_ID: *** 2025-08-26T23:12:09.3465947Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T23:12:09.3468061Z AWS_SESSION_TOKEN: *** 2025-08-26T23:12:09.3468234Z CONTAINER_NAME: d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 2025-08-26T23:12:09.3468418Z ##[endgroup] 2025-08-26T23:12:09.5133227Z ##[group]Run aws-actions/configure-aws-credentials@ececac1a45f3b08a01d2dd070d28d111c5fe6722 2025-08-26T23:12:09.5133441Z with: 2025-08-26T23:12:09.5133601Z role-to-assume: arn:aws:iam::308535385114:role/gha_workflow_upload-benchmark-results 2025-08-26T23:12:09.5133791Z role-duration-seconds: 18000 2025-08-26T23:12:09.5133908Z aws-region: us-east-1 2025-08-26T23:12:09.5134018Z audience: sts.amazonaws.com 2025-08-26T23:12:09.5134138Z env: 2025-08-26T23:12:09.5134226Z GIT_DEFAULT_BRANCH: main 2025-08-26T23:12:09.5136185Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T23:12:09.5136365Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T23:12:09.5136531Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T23:12:09.5136935Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T23:12:09.5137314Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T23:12:09.5137431Z AWS_REGION: us-east-1 2025-08-26T23:12:09.5137606Z AWS_ACCESS_KEY_ID: *** 2025-08-26T23:12:09.5137764Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T23:12:09.5139897Z AWS_SESSION_TOKEN: *** 2025-08-26T23:12:09.5141776Z CONTAINER_NAME: d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 2025-08-26T23:12:09.5142038Z ##[endgroup] 2025-08-26T23:12:09.7084639Z Assuming role with OIDC 2025-08-26T23:12:09.8262871Z Authenticated as assumedRoleId AROAUPVRELQNA5GQHA6IA:GitHubActions 2025-08-26T23:12:09.8692604Z ##[group]Run pytorch/test-infra/.github/actions/upload-benchmark-results@main 2025-08-26T23:12:09.8692794Z with: 2025-08-26T23:12:09.8692910Z benchmark-results-dir: test/test-reports 2025-08-26T23:12:09.8693043Z dry-run: false 2025-08-26T23:12:09.8693148Z schema-version: v3 2025-08-26T23:12:09.8693447Z github-token: *** 2025-08-26T23:12:09.8693555Z env: 2025-08-26T23:12:09.8693664Z GIT_DEFAULT_BRANCH: main 2025-08-26T23:12:09.8693824Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T23:12:09.8694024Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T23:12:09.8694210Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T23:12:09.8694620Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T23:12:09.8695033Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T23:12:09.8695168Z AWS_REGION: us-east-1 2025-08-26T23:12:09.8695308Z AWS_ACCESS_KEY_ID: *** 2025-08-26T23:12:09.8695483Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T23:12:09.8697494Z AWS_SESSION_TOKEN: *** 2025-08-26T23:12:09.8697681Z CONTAINER_NAME: d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 2025-08-26T23:12:09.8697957Z ##[endgroup] 2025-08-26T23:12:09.8711753Z ##[group]Run set -eux 2025-08-26T23:12:09.8711886Z set -eux 2025-08-26T23:12:09.8712044Z python3 -mpip install boto3==1.35.33 psutil==7.0.0 pynvml==12.0.0 2025-08-26T23:12:09.8712216Z  2025-08-26T23:12:09.8712314Z DEVICE_NAME="" 2025-08-26T23:12:09.8712430Z DEVICE_TYPE="" 2025-08-26T23:12:09.8712537Z  2025-08-26T23:12:09.8712643Z if command -v nvidia-smi; then 2025-08-26T23:12:09.8712830Z  # NB: I'm using PyTorch here to get the device name, however, it needs to 2025-08-26T23:12:09.8713058Z  # install the correct version of PyTorch manually for now. Any PyTorch 2025-08-26T23:12:09.8713266Z  # version is fine, I just use 2.7.1 to satify PYPIDEP linter 2025-08-26T23:12:09.8713448Z  python3 -mpip install torch==2.7.1 2025-08-26T23:12:09.8713595Z elif command -v rocminfo; then 2025-08-26T23:12:09.8713773Z  # NB: Installing torch on ROCm runner with pip here causes CI to fail 2025-08-26T23:12:09.8713986Z  # with a memoryview is too large error only on MI300 runners. Is pip 2025-08-26T23:12:09.8714201Z  # version on ROCm runner there too old? As a workaround, let's use the 2025-08-26T23:12:09.8714395Z  # GPU device name coming from rocminfo instead 2025-08-26T23:12:09.8714544Z  DEVICE_NAME=rocm 2025-08-26T23:12:09.8714738Z  DEVICE_TYPE=$(rocminfo | grep "Marketing Name" | tail -n1 | awk -F':' '{print $2}' | xargs) 2025-08-26T23:12:09.8714932Z fi 2025-08-26T23:12:09.8715027Z  2025-08-26T23:12:09.8715145Z echo "DEVICE_NAME=$DEVICE_NAME" >> $GITHUB_ENV 2025-08-26T23:12:09.8715312Z echo "DEVICE_TYPE=$DEVICE_TYPE" >> $GITHUB_ENV 2025-08-26T23:12:09.8723675Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T23:12:09.8723831Z env: 2025-08-26T23:12:09.8723934Z GIT_DEFAULT_BRANCH: main 2025-08-26T23:12:09.8724080Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T23:12:09.8724268Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T23:12:09.8724444Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T23:12:09.8724837Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T23:12:09.8725290Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T23:12:09.8727694Z AWS_REGION: us-east-1 2025-08-26T23:12:09.8727835Z AWS_ACCESS_KEY_ID: *** 2025-08-26T23:12:09.8728083Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T23:12:09.8730190Z AWS_SESSION_TOKEN: *** 2025-08-26T23:12:09.8730371Z CONTAINER_NAME: d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 2025-08-26T23:12:09.8730558Z ##[endgroup] 2025-08-26T23:12:09.8759464Z + python3 -mpip install boto3==1.35.33 psutil==7.0.0 pynvml==12.0.0 2025-08-26T23:12:10.0282096Z Defaulting to user installation because normal site-packages is not writeable 2025-08-26T23:12:10.4745688Z Collecting boto3==1.35.33 2025-08-26T23:12:10.5751786Z Downloading boto3-1.35.33-py3-none-any.whl (139 kB) 2025-08-26T23:12:10.6384572Z ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 139.1/139.1 KB 2.1 MB/s eta 0:00:00 2025-08-26T23:12:10.7244486Z Collecting psutil==7.0.0 2025-08-26T23:12:10.7507355Z Downloading psutil-7.0.0-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (277 kB) 2025-08-26T23:12:10.7845667Z ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 278.0/278.0 KB 8.2 MB/s eta 0:00:00 2025-08-26T23:12:10.8159656Z Collecting pynvml==12.0.0 2025-08-26T23:12:10.8410470Z Downloading pynvml-12.0.0-py3-none-any.whl (26 kB) 2025-08-26T23:12:11.1799328Z Collecting botocore<1.36.0,>=1.35.33 2025-08-26T23:12:11.2065915Z Downloading botocore-1.35.99-py3-none-any.whl (13.3 MB) 2025-08-26T23:12:11.3472171Z ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 13.3/13.3 MB 158.1 MB/s eta 0:00:00 2025-08-26T23:12:11.3900849Z Collecting jmespath<2.0.0,>=0.7.1 2025-08-26T23:12:11.4163130Z Downloading jmespath-1.0.1-py3-none-any.whl (20 kB) 2025-08-26T23:12:11.4524300Z Collecting s3transfer<0.11.0,>=0.10.0 2025-08-26T23:12:11.4788443Z Downloading s3transfer-0.10.4-py3-none-any.whl (83 kB) 2025-08-26T23:12:11.4820155Z ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 83.2/83.2 KB 35.2 MB/s eta 0:00:00 2025-08-26T23:12:11.5220010Z Collecting nvidia-ml-py<13.0.0a0,>=12.0.0 2025-08-26T23:12:11.5483629Z Downloading nvidia_ml_py-12.575.51-py3-none-any.whl (47 kB) 2025-08-26T23:12:11.5508318Z ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 47.5/47.5 KB 26.1 MB/s eta 0:00:00 2025-08-26T23:12:11.5855507Z Collecting python-dateutil<3.0.0,>=2.1 2025-08-26T23:12:11.6118007Z Downloading python_dateutil-2.9.0.post0-py2.py3-none-any.whl (229 kB) 2025-08-26T23:12:11.6165593Z ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 229.9/229.9 KB 60.4 MB/s eta 0:00:00 2025-08-26T23:12:11.6178550Z Requirement already satisfied: urllib3!=2.2.0,<3,>=1.25.4 in /home/runner/.local/lib/python3.10/site-packages (from botocore<1.36.0,>=1.35.33->boto3==1.35.33) (1.26.20) 2025-08-26T23:12:11.6791769Z Requirement already satisfied: six>=1.5 in /usr/lib/python3/dist-packages (from python-dateutil<3.0.0,>=2.1->botocore<1.36.0,>=1.35.33->boto3==1.35.33) (1.16.0) 2025-08-26T23:12:11.7475662Z Installing collected packages: nvidia-ml-py, python-dateutil, pynvml, psutil, jmespath, botocore, s3transfer, boto3 2025-08-26T23:12:12.1097844Z Successfully installed boto3-1.35.33 botocore-1.35.99 jmespath-1.0.1 nvidia-ml-py-12.575.51 psutil-7.0.0 pynvml-12.0.0 python-dateutil-2.9.0.post0 s3transfer-0.10.4 2025-08-26T23:12:12.1828479Z + DEVICE_NAME= 2025-08-26T23:12:12.1829011Z + DEVICE_TYPE= 2025-08-26T23:12:12.1839104Z /usr/bin/rocminfo 2025-08-26T23:12:12.1839493Z + command -v nvidia-smi 2025-08-26T23:12:12.1840005Z + command -v rocminfo 2025-08-26T23:12:12.1840305Z + DEVICE_NAME=rocm 2025-08-26T23:12:12.1840497Z ++ rocminfo 2025-08-26T23:12:12.1840645Z ++ grep 'Marketing Name' 2025-08-26T23:12:12.1840813Z ++ awk -F: '{print $2}' 2025-08-26T23:12:12.1840954Z ++ tail -n1 2025-08-26T23:12:12.1841079Z ++ xargs 2025-08-26T23:12:12.2559023Z + DEVICE_TYPE='AMD Instinct Mi325X VF' 2025-08-26T23:12:12.2559441Z + echo DEVICE_NAME=rocm 2025-08-26T23:12:12.2559938Z + echo 'DEVICE_TYPE=AMD Instinct Mi325X VF' 2025-08-26T23:12:12.2590998Z ##[group]Run set -eux 2025-08-26T23:12:12.2591257Z set -eux 2025-08-26T23:12:12.2591371Z  2025-08-26T23:12:12.2591498Z if [[ -z "${GITHUB_TOKEN}" ]]; then 2025-08-26T23:12:12.2591798Z  echo "Missing github-token input" 2025-08-26T23:12:12.2591950Z  exit 1 2025-08-26T23:12:12.2592061Z fi 2025-08-26T23:12:12.2597535Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T23:12:12.2597706Z env: 2025-08-26T23:12:12.2597817Z GIT_DEFAULT_BRANCH: main 2025-08-26T23:12:12.2597983Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T23:12:12.2598180Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T23:12:12.2598363Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T23:12:12.2598766Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T23:12:12.2599163Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T23:12:12.2599298Z AWS_REGION: us-east-1 2025-08-26T23:12:12.2599505Z AWS_ACCESS_KEY_ID: *** 2025-08-26T23:12:12.2602357Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T23:12:12.2604384Z AWS_SESSION_TOKEN: *** 2025-08-26T23:12:12.2604570Z CONTAINER_NAME: d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 2025-08-26T23:12:12.2604757Z DEVICE_NAME: rocm 2025-08-26T23:12:12.2604870Z DEVICE_TYPE: AMD Instinct Mi325X VF 2025-08-26T23:12:12.2605227Z GITHUB_TOKEN: *** 2025-08-26T23:12:12.2605334Z ##[endgroup] 2025-08-26T23:12:12.2629890Z + [[ -z *** ]] 2025-08-26T23:12:12.2670802Z ##[group]Run pytorch/test-infra/.github/actions/get-workflow-job-id@main 2025-08-26T23:12:12.2670981Z with: 2025-08-26T23:12:12.2671150Z github-token: *** 2025-08-26T23:12:12.2671253Z env: 2025-08-26T23:12:12.2671355Z GIT_DEFAULT_BRANCH: main 2025-08-26T23:12:12.2671507Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T23:12:12.2671698Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T23:12:12.2671889Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T23:12:12.2674068Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T23:12:12.2674461Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T23:12:12.2674596Z AWS_REGION: us-east-1 2025-08-26T23:12:12.2674728Z AWS_ACCESS_KEY_ID: *** 2025-08-26T23:12:12.2674888Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T23:12:12.2676871Z AWS_SESSION_TOKEN: *** 2025-08-26T23:12:12.2677049Z CONTAINER_NAME: d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 2025-08-26T23:12:12.2677236Z DEVICE_NAME: rocm 2025-08-26T23:12:12.2677349Z DEVICE_TYPE: AMD Instinct Mi325X VF 2025-08-26T23:12:12.2679090Z ##[endgroup] 2025-08-26T23:12:12.2690716Z ##[group]Run set -eux 2025-08-26T23:12:12.2692666Z set -eux 2025-08-26T23:12:12.2692775Z  2025-08-26T23:12:12.2692974Z python3 "${GITHUB_ACTION_PATH}/../../scripts/get_workflow_job_id.py" "${GITHUB_RUN_ID}" "${RUNNER_NAME}" 2025-08-26T23:12:12.2698416Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T23:12:12.2698571Z env: 2025-08-26T23:12:12.2698672Z GIT_DEFAULT_BRANCH: main 2025-08-26T23:12:12.2698817Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T23:12:12.2699010Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T23:12:12.2701217Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T23:12:12.2701622Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T23:12:12.2701999Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T23:12:12.2702125Z AWS_REGION: us-east-1 2025-08-26T23:12:12.2702368Z AWS_ACCESS_KEY_ID: *** 2025-08-26T23:12:12.2702529Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T23:12:12.2704537Z AWS_SESSION_TOKEN: *** 2025-08-26T23:12:12.2704813Z CONTAINER_NAME: d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 2025-08-26T23:12:12.2705002Z DEVICE_NAME: rocm 2025-08-26T23:12:12.2706878Z DEVICE_TYPE: AMD Instinct Mi325X VF 2025-08-26T23:12:12.2707165Z GITHUB_TOKEN: *** 2025-08-26T23:12:12.2707270Z ##[endgroup] 2025-08-26T23:12:12.2731248Z + python3 /home/runner/_work/_actions/pytorch/test-infra/main/.github/actions/get-workflow-job-id/../../scripts/get_workflow_job_id.py 17248463563 linux.rocm.gpu.gfx942.1-ccq8d-runner-9zsz2 2025-08-26T23:12:12.8850577Z setting job-id=48946667456 2025-08-26T23:12:12.8850894Z setting job-name=linux-noble-rocm-py3.12-mi300 / test (default, 4, 6, linux.rocm.gpu.gfx942.1) 2025-08-26T23:12:12.8950565Z ##[group]Run set -eux 2025-08-26T23:12:12.8950725Z set -eux 2025-08-26T23:12:12.8953184Z  2025-08-26T23:12:12.8953362Z python3 "${GITHUB_ACTION_PATH}/../../scripts/benchmarks/gather_metadata.py" \ 2025-08-26T23:12:12.8953584Z  --schema-version "${SCHEMA_VERSION}" \ 2025-08-26T23:12:12.8953729Z  --repo "${REPO}" \ 2025-08-26T23:12:12.8953865Z  --head-branch "${HEAD_BRANCH}" \ 2025-08-26T23:12:12.8954000Z  --head-sha "${HEAD_SHA}" \ 2025-08-26T23:12:12.8954141Z  --workflow-id "${WORKFLOW_RUN_ID}" \ 2025-08-26T23:12:12.8954391Z  --run-attempt "${RUN_ATTEMPT}" \ 2025-08-26T23:12:12.8954522Z  --job-id "${JOB_ID}" \ 2025-08-26T23:12:12.8956546Z  --job-name "${JOB_NAME}" 2025-08-26T23:12:12.8962233Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T23:12:12.8962385Z env: 2025-08-26T23:12:12.8962488Z GIT_DEFAULT_BRANCH: main 2025-08-26T23:12:12.8962630Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T23:12:12.8962815Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T23:12:12.8962990Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T23:12:12.8963383Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T23:12:12.8965789Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T23:12:12.8965912Z AWS_REGION: us-east-1 2025-08-26T23:12:12.8966094Z AWS_ACCESS_KEY_ID: *** 2025-08-26T23:12:12.8966257Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T23:12:12.8968252Z AWS_SESSION_TOKEN: *** 2025-08-26T23:12:12.8968431Z CONTAINER_NAME: d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 2025-08-26T23:12:12.8968614Z DEVICE_NAME: rocm 2025-08-26T23:12:12.8968725Z DEVICE_TYPE: AMD Instinct Mi325X VF 2025-08-26T23:12:12.8970704Z SCHEMA_VERSION: v3 2025-08-26T23:12:12.8970822Z REPO: pytorch/pytorch 2025-08-26T23:12:12.8970935Z HEAD_BRANCH: refs/heads/main 2025-08-26T23:12:12.8971076Z HEAD_SHA: 262640fd220236042fbf4443cc163c8838c84c3d 2025-08-26T23:12:12.8971218Z WORKFLOW_RUN_ID: 17248463563 2025-08-26T23:12:12.8971337Z RUN_ATTEMPT: 1 2025-08-26T23:12:12.8971437Z JOB_ID: 48946667456 2025-08-26T23:12:12.8971614Z JOB_NAME: linux-noble-rocm-py3.12-mi300 / test (default, 4, 6, linux.rocm.gpu.gfx942.1) 2025-08-26T23:12:12.8971805Z ##[endgroup] 2025-08-26T23:12:12.9002775Z + python3 /home/runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/benchmarks/gather_metadata.py --schema-version v3 --repo pytorch/pytorch --head-branch refs/heads/main --head-sha 262640fd220236042fbf4443cc163c8838c84c3d --workflow-id 17248463563 --run-attempt 1 --job-id 48946667456 --job-name 'linux-noble-rocm-py3.12-mi300 / test (default, 4, 6, linux.rocm.gpu.gfx942.1)' 2025-08-26T23:12:12.9179186Z ##[group]Run set -eux 2025-08-26T23:12:12.9179315Z set -eux 2025-08-26T23:12:12.9179424Z  2025-08-26T23:12:12.9179666Z python3 "${GITHUB_ACTION_PATH}/../../scripts/benchmarks/gather_runners_info.py" 2025-08-26T23:12:12.9183593Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T23:12:12.9183756Z env: 2025-08-26T23:12:12.9183863Z GIT_DEFAULT_BRANCH: main 2025-08-26T23:12:12.9184020Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T23:12:12.9184217Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T23:12:12.9184408Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T23:12:12.9187765Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T23:12:12.9188158Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T23:12:12.9188287Z AWS_REGION: us-east-1 2025-08-26T23:12:12.9188433Z AWS_ACCESS_KEY_ID: *** 2025-08-26T23:12:12.9188597Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T23:12:12.9190700Z AWS_SESSION_TOKEN: *** 2025-08-26T23:12:12.9190881Z CONTAINER_NAME: d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 2025-08-26T23:12:12.9191075Z DEVICE_NAME: rocm 2025-08-26T23:12:12.9191192Z DEVICE_TYPE: AMD Instinct Mi325X VF 2025-08-26T23:12:12.9193271Z ##[endgroup] 2025-08-26T23:12:12.9214444Z + python3 /home/runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/benchmarks/gather_runners_info.py 2025-08-26T23:12:12.9425659Z INFO:root:Fail to import torch to get the device name 2025-08-26T23:12:12.9538237Z ##[group]Run set -eux 2025-08-26T23:12:12.9538397Z set -eux 2025-08-26T23:12:12.9538521Z  2025-08-26T23:12:12.9540835Z # TODO (huydhn): Implement this part 2025-08-26T23:12:12.9541006Z echo "dependencies={}" >> "${GITHUB_OUTPUT}" 2025-08-26T23:12:12.9546231Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T23:12:12.9546388Z env: 2025-08-26T23:12:12.9546500Z GIT_DEFAULT_BRANCH: main 2025-08-26T23:12:12.9546644Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T23:12:12.9546844Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T23:12:12.9547117Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T23:12:12.9549248Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T23:12:12.9549641Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T23:12:12.9549873Z AWS_REGION: us-east-1 2025-08-26T23:12:12.9550047Z AWS_ACCESS_KEY_ID: *** 2025-08-26T23:12:12.9550208Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T23:12:12.9552185Z AWS_SESSION_TOKEN: *** 2025-08-26T23:12:12.9552362Z CONTAINER_NAME: d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 2025-08-26T23:12:12.9552546Z DEVICE_NAME: rocm 2025-08-26T23:12:12.9552662Z DEVICE_TYPE: AMD Instinct Mi325X VF 2025-08-26T23:12:12.9554368Z ##[endgroup] 2025-08-26T23:12:12.9581729Z + echo 'dependencies={}' 2025-08-26T23:12:12.9594786Z ##[group]Run set -eux 2025-08-26T23:12:12.9594940Z set -eux 2025-08-26T23:12:12.9595060Z  2025-08-26T23:12:12.9595195Z if [[ ! -d "${BENCHMARK_RESULTS_DIR}" ]]; then 2025-08-26T23:12:12.9598440Z  echo "${BENCHMARK_RESULTS_DIR} does not exist, skipping" 2025-08-26T23:12:12.9598659Z  # We don't want the job to fail if the directory doesn't exist 2025-08-26T23:12:12.9598819Z  exit 0 2025-08-26T23:12:12.9598920Z fi 2025-08-26T23:12:12.9599017Z  2025-08-26T23:12:12.9599127Z if [[ "${DRY_RUN}" == "true" ]]; then 2025-08-26T23:12:12.9599321Z  python3 "${GITHUB_ACTION_PATH}/../../scripts/upload_benchmark_results.py" \ 2025-08-26T23:12:12.9599544Z  --benchmark-results-dir "${BENCHMARK_RESULTS_DIR}" \ 2025-08-26T23:12:12.9599941Z  --metadata "${BENCHMARK_METADATA}" \ 2025-08-26T23:12:12.9600085Z  --runners "${RUNNER_INFO}" \ 2025-08-26T23:12:12.9600325Z  --dependencies "${DEPENDENCIES}" \ 2025-08-26T23:12:12.9602264Z  --dry-run 2025-08-26T23:12:12.9602375Z else 2025-08-26T23:12:12.9602530Z  python3 "${GITHUB_ACTION_PATH}/../../scripts/upload_benchmark_results.py" \ 2025-08-26T23:12:12.9602743Z  --benchmark-results-dir "${BENCHMARK_RESULTS_DIR}" \ 2025-08-26T23:12:12.9602917Z  --metadata "${BENCHMARK_METADATA}" \ 2025-08-26T23:12:12.9603060Z  --runners "${RUNNER_INFO}" \ 2025-08-26T23:12:12.9603200Z  --dependencies "${DEPENDENCIES}" 2025-08-26T23:12:12.9603325Z fi 2025-08-26T23:12:12.9610385Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T23:12:12.9610539Z env: 2025-08-26T23:12:12.9610639Z GIT_DEFAULT_BRANCH: main 2025-08-26T23:12:12.9610785Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T23:12:12.9610974Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T23:12:12.9611153Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T23:12:12.9611540Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T23:12:12.9611988Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T23:12:12.9613882Z AWS_REGION: us-east-1 2025-08-26T23:12:12.9614056Z AWS_ACCESS_KEY_ID: *** 2025-08-26T23:12:12.9614219Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T23:12:12.9616205Z AWS_SESSION_TOKEN: *** 2025-08-26T23:12:12.9616386Z CONTAINER_NAME: d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 2025-08-26T23:12:12.9616574Z DEVICE_NAME: rocm 2025-08-26T23:12:12.9616686Z DEVICE_TYPE: AMD Instinct Mi325X VF 2025-08-26T23:12:12.9616827Z BENCHMARK_RESULTS_DIR: test/test-reports 2025-08-26T23:12:12.9616959Z DRY_RUN: false 2025-08-26T23:12:12.9618975Z BENCHMARK_METADATA: {"timestamp": 1756249932, "schema_version": "v3", "name": "linux-noble-rocm-py3.12-mi300 / test (default, 4, 6, linux.rocm.gpu.gfx942.1)", "repo": "pytorch/pytorch", "head_branch": "refs/heads/main", "head_sha": "262640fd220236042fbf4443cc163c8838c84c3d", "workflow_id": 17248463563, "run_attempt": 1, "job_id": 48946667456} 2025-08-26T23:12:12.9619631Z RUNNER_INFO: [{"cpu_info": "x86_64", "cpu_count": 160, "avail_mem_in_gb": 1255, "extra_info": {"hostname": "linux.rocm.gpu.gfx942.1-ccq8d-runner-9zsz2"}, "name": "rocm", "type": "AMD Instinct Mi325X VF"}] 2025-08-26T23:12:12.9620004Z DEPENDENCIES: {} 2025-08-26T23:12:12.9620111Z ##[endgroup] 2025-08-26T23:12:12.9639171Z + [[ ! -d test/test-reports ]] 2025-08-26T23:12:12.9639325Z + [[ false == \t\r\u\e ]] 2025-08-26T23:12:12.9640453Z + python3 /home/runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/upload_benchmark_results.py --benchmark-results-dir test/test-reports --metadata '{"timestamp": 1756249932, "schema_version": "v3", "name": "linux-noble-rocm-py3.12-mi300 / test (default, 4, 6, linux.rocm.gpu.gfx942.1)", "repo": "pytorch/pytorch", "head_branch": "refs/heads/main", "head_sha": "262640fd220236042fbf4443cc163c8838c84c3d", "workflow_id": 17248463563, "run_attempt": 1, "job_id": 48946667456}' --runners '[{"cpu_info": "x86_64", "cpu_count": 160, "avail_mem_in_gb": 1255, "extra_info": {"hostname": "linux.rocm.gpu.gfx942.1-ccq8d-runner-9zsz2"}, "name": "rocm", "type": "AMD Instinct Mi325X VF"}]' --dependencies '{}' 2025-08-26T23:12:13.0280530Z /home/runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/upload_benchmark_results.py:236: UserWarning: {'included': [{'test_file': 'inductor/test_flex_attention'}, {'test_file': 'inductor/test_max_autotune'}, {'test_file': 'inductor/test_aot_inductor'}, {'test_file': 'inductor/test_flex_decoding'}, {'test_file': 'inductor/test_aot_inductor_arrayref'}, {'test_file': 'inductor/test_perf'}, {'test_file': 'inductor/test_torchinductor'}, {'test_file': 'inductor/test_compiled_autograd'}, {'test_file': 'inductor/test_torchinductor_opinfo'}, {'test_file': 'inductor/test_torchinductor_dynamic_shapes'}, {'test_file': 'inductor/test_inplace_padding'}, {'test_file': 'dynamo/test_fx_graph_runnable'}, {'test_file': 'inductor/test_halide'}, {'test_file': 'inductor/test_snode_runtime'}, {'test_file': 'export/test_export_training_ir_to_run_decomp'}, {'test_file': 'inductor/test_fused_attention'}, {'test_file': 'inductor/test_extension_backend'}, {'test_file': 'inductor/test_pattern_matcher'}, {'test_file': 'dynamo/test_ctx_manager'}, {'test_file': 'inductor/test_mps_basic'}, {'test_file': 'inductor/test_kernel_benchmark'}, {'test_file': 'dynamo/test_backends'}, {'test_file': 'dynamo/test_decorators'}, {'test_file': 'test_model_exports_to_core_aten'}, {'test_file': 'inductor/test_provenance_tracing'}, {'test_file': 'inductor/test_torchinductor_codegen_dynamic_shapes'}, {'test_file': 'inductor/test_codecache'}, {'test_file': 'inductor/test_analysis'}, {'test_file': 'inductor/test_torchinductor_strided_blocks'}, {'test_file': 'inductor/test_memory_planning'}, {'test_file': 'inductor/test_triton_cpu_backend'}, {'test_file': 'dynamo/test_dynamic_shapes'}, {'test_file': 'inductor/test_best_config'}, {'test_file': 'dynamo/test_logging'}, {'test_file': 'inductor/test_triton_heuristics'}, {'test_file': 'inductor/test_cpu_repro'}, {'test_file': 'inductor/test_cudacodecache'}, {'test_file': 'dynamo/test_structured_trace'}, {'test_file': 'inductor/test_async_compile'}, {'test_file': 'inductor/test_padding'}, {'test_file': 'inductor/test_indexing'}, {'test_file': 'inductor/test_triton_kernels'}, {'test_file': 'inductor/test_control_flow'}, {'test_file': 'inductor/test_fxir_backend'}, {'test_file': 'dynamo/test_base_hop'}, {'test_file': 'inductor/test_compiled_optimizers'}, {'test_file': 'inductor/test_select_algorithm'}, {'test_file': 'inductor/test_compile_subprocess'}, {'test_file': 'dynamo/test_repros'}, {'test_file': 'inductor/test_compile_worker'}, {'test_file': 'inductor/test_triton_extension_backend'}, {'test_file': 'dynamo/test_callback'}, {'test_file': 'dynamo/test_einops'}, {'test_file': 'dynamo/test_misc'}, {'test_file': 'export/test_export_with_inline_and_install'}, {'test_file': 'export/test_functionalized_assertions'}, {'test_file': 'dynamo/test_exceptions'}, {'test_file': 'dynamo/test_generator'}, {'test_file': 'dynamo/test_utils'}, {'test_file': 'dynamo/test_recompiles'}, {'test_file': 'inductor/test_mkldnn_pattern_matcher'}, {'test_file': 'dynamo/test_higher_order_ops'}, {'test_file': 'nn/test_multihead_attention'}, {'test_file': 'inductor/test_loop_ordering'}, {'test_file': 'inductor/test_inductor_scheduler'}, {'test_file': 'inductor/test_scatter_optimization'}, {'test_file': 'dynamo/test_compiler_bisector'}, {'test_file': 'export/test_converter'}, {'test_file': 'inductor/test_inductor_freezing'}, {'test_file': 'dynamo/test_modules'}, {'test_file': 'inductor/test_cudagraph_trees'}, {'test_file': 'dynamo/test_unittest'}, {'test_file': 'inductor/test_cutlass_backend'}, {'test_file': 'inductor/test_aot_inductor_custom_ops'}, {'test_file': 'inductor/test_aot_inductor_package'}, {'test_file': 'inductor/test_cuda_repro'}, {'test_file': 'inductor/test_multi_kernel'}, {'test_file': 'inductor/test_auto_functionalize'}, {'test_file': 'inductor/test_cpu_select_algorithm'}, {'test_file': 'dynamo/test_cudagraphs_expandable_segments'}, {'test_file': 'inductor/test_cudagraph_trees_expandable_segments'}, {'test_file': 'inductor/test_fp8'}, {'test_file': 'inductor/test_group_batch_fusion'}, {'test_file': 'inductor/test_mmdecomp'}, {'test_file': 'inductor/test_ordered_set'}, {'test_file': 'inductor/test_pad_mm'}, {'test_file': 'dynamo/test_activation_checkpointing'}, {'test_file': 'dynamo/test_subclasses'}, {'test_file': 'inductor/test_triton_syntax'}, {'test_file': 'inductor/test_profiler'}, {'test_file': 'inductor/test_benchmark_fusion'}, {'test_file': 'inductor/test_ck_backend'}, {'test_file': 'inductor/test_debug_trace'}, {'test_file': 'inductor/test_distributed_patterns'}, {'test_file': 'inductor/test_external_callables'}, {'test_file': 'inductor/test_gpu_cpp_wrapper'}, {'test_file': 'inductor/test_metrics'}, {'test_file': 'inductor/test_minifier'}, {'test_file': 'inductor/test_utils'}, {'test_file': 'export/test_draft_export'}, {'test_file': 'export/test_passes'}, {'test_file': 'inductor/test_inplacing_pass'}, {'test_file': 'dynamo/test_aot_autograd'}, {'test_file': 'dynamo/test_autograd_function'}, {'test_file': 'dynamo/test_pre_dispatch'}, {'test_file': 'dynamo/test_export'}, {'test_file': 'dynamo/test_functions'}, {'test_file': 'dynamo/test_python_autograd'}, {'test_file': 'dynamo/test_reconstruct'}, {'test_file': 'dynamo/test_trace_rules'}, {'test_file': 'export/test_lift_unlift'}, {'test_file': 'inductor/test_cooperative_reductions'}, {'test_file': 'inductor/test_fuzzer'}, {'test_file': 'inductor/test_torchinductor_codegen_config_overrides'}, {'test_file': 'export/test_experimental'}, {'test_file': 'export/test_export'}, {'test_file': 'export/test_torchbind'}, {'test_file': 'export/test_unflatten'}, {'test_file': 'inductor/test_decompose_mem_bound_mm'}, {'test_file': 'inductor/test_dependencies'}, {'test_file': 'inductor/test_move_constructors_to_cuda'}, {'test_file': 'inductor/test_split_cat_fx_passes'}, {'test_file': 'inductor/test_triton_wrapper'}, {'test_file': 'inductor/test_unbacked_symints'}, {'test_file': 'dynamo/test_after_aot'}, {'test_file': 'dynamo/test_aot_autograd_cache'}, {'test_file': 'dynamo/test_backward_higher_order_ops'}, {'test_file': 'dynamo/test_base_output'}, {'test_file': 'dynamo/test_buffers_override'}, {'test_file': 'dynamo/test_bytecode_utils'}, {'test_file': 'dynamo/test_compile'}, {'test_file': 'dynamo/test_comptime'}, {'test_file': 'dynamo/test_config'}, {'test_file': 'dynamo/test_cudagraphs'}, {'test_file': 'dynamo/test_debug_utils'}, {'test_file': 'dynamo/test_deque_reconstruct'}, {'test_file': 'dynamo/test_deviceguard'}, {'test_file': 'dynamo/test_dicts'}, {'test_file': 'dynamo/test_error_messages'}, {'test_file': 'dynamo/test_exc'}, {'test_file': 'dynamo/test_export_mutations'}, {'test_file': 'dynamo/test_fake_distributed'}, {'test_file': 'dynamo/test_flat_apply'}, {'test_file': 'dynamo/test_frame_init'}, {'test_file': 'dynamo/test_fx_passes_pre_grad'}, {'test_file': 'dynamo/test_global'}, {'test_file': 'dynamo/test_graph_deduplication'}, {'test_file': 'dynamo/test_graph_region_tracker'}, {'test_file': 'dynamo/test_guard_manager'}, {'test_file': 'dynamo/test_guard_serialization'}, {'test_file': 'dynamo/test_hooks'}, {'test_file': 'dynamo/test_inline_and_install'}, {'test_file': 'dynamo/test_input_attr_tracking'}, {'test_file': 'dynamo/test_install_free_tensors'}, {'test_file': 'dynamo/test_interop'}, {'test_file': 'dynamo/test_list'}, {'test_file': 'dynamo/test_metrics_context'}, {'test_file': 'dynamo/test_minifier'}, {'test_file': 'dynamo/test_model_output'}, {'test_file': 'dynamo/test_modes'}, {'test_file': 'dynamo/test_nested_graph_breaks'}, {'test_file': 'dynamo/test_nops'}, {'test_file': 'dynamo/test_optimizers'}, {'test_file': 'dynamo/test_package'}, {'test_file': 'dynamo/test_pgo'}, {'test_file': 'dynamo/test_precompile_context'}, {'test_file': 'dynamo/test_profiler'}, {'test_file': 'dynamo/test_python_dispatcher'}, {'test_file': 'dynamo/test_recompile_ux'}, {'test_file': 'dynamo/test_reorder_logs'}, {'test_file': 'dynamo/test_resume'}, {'test_file': 'dynamo/test_sdpa'}, {'test_file': 'dynamo/test_sets'}, {'test_file': 'dynamo/test_skip_guard_eval_unsafe'}, {'test_file': 'dynamo/test_skip_non_tensor'}, {'test_file': 'dynamo/test_sources'}, {'test_file': 'dynamo/test_subgraphs'}, {'test_file': 'dynamo/test_torchrec'}, {'test_file': 'dynamo/test_unspec'}, {'test_file': 'dynamo/test_verify_correctness'}, {'test_file': 'dynamo/test_view'}, {'test_file': 'export/test_cpp_serdes'}, {'test_file': 'export/test_db'}, {'test_file': 'export/test_export_opinfo'}, {'test_file': 'export/test_export_strict'}, {'test_file': 'export/test_hop'}, {'test_file': 'export/test_nativert'}, {'test_file': 'export/test_package'}, {'test_file': 'export/test_pass_infra'}, {'test_file': 'export/test_retraceability'}, {'test_file': 'export/test_schema'}, {'test_file': 'export/test_serdes'}, {'test_file': 'export/test_serialize'}, {'test_file': 'export/test_sparse'}, {'test_file': 'export/test_swap'}, {'test_file': 'export/test_tools'}, {'test_file': 'export/test_tree_utils'}, {'test_file': 'export/test_unflatten_training_ir'}, {'test_file': 'export/test_upgrader'}, {'test_file': 'export/test_verifier'}, {'test_file': 'inductor/test_alignment'}, {'test_file': 'inductor/test_aot_inductor_utils'}, {'test_file': 'inductor/test_autoheuristic'}, {'test_file': 'inductor/test_b2b_gemm'}, {'test_file': 'inductor/test_benchmarking'}, {'test_file': 'inductor/test_binary_folding'}, {'test_file': 'inductor/test_block_analysis'}, {'test_file': 'inductor/test_codegen_triton'}, {'test_file': 'inductor/test_combo_kernels'}, {'test_file': 'inductor/test_compile'}, {'test_file': 'inductor/test_config'}, {'test_file': 'inductor/test_coordinate_descent_tuner'}, {'test_file': 'inductor/test_cpp_wrapper_hipify'}, {'test_file': 'inductor/test_cpu_cpp_wrapper'}, {'test_file': 'inductor/test_custom_lowering'}, {'test_file': 'inductor/test_custom_post_grad_passes'}, {'test_file': 'inductor/test_cutedsl_template'}, {'test_file': 'inductor/test_cutlass_evt'}, {'test_file': 'inductor/test_efficient_conv_bn_eval'}, {'test_file': 'inductor/test_foreach'}, {'test_file': 'inductor/test_fx_fusion'}, {'test_file': 'inductor/test_graph_transform_observer'}, {'test_file': 'inductor/test_helion_kernels'}, {'test_file': 'inductor/test_inductor_annotations'}, {'test_file': 'inductor/test_inductor_utils'}, {'test_file': 'inductor/test_kernel_optimization'}, {'test_file': 'inductor/test_layout_optim'}, {'test_file': 'inductor/test_memory'}, {'test_file': 'inductor/test_minifier_isolate'}, {'test_file': 'inductor/test_minifier_utils'}, {'test_file': 'inductor/test_needs_exact_strides'}, {'test_file': 'inductor/test_online_softmax'}, {'test_file': 'inductor/test_op_completeness'}, {'test_file': 'inductor/test_op_dtype_prop'}, {'test_file': 'inductor/test_quantization'}, {'test_file': 'inductor/test_remote_cache'}, {'test_file': 'inductor/test_segmented_tree'}, {'test_file': 'inductor/test_smoke'}, {'test_file': 'inductor/test_split_cat_fx_aten_passes'}, {'test_file': 'inductor/test_static_cuda_launcher'}, {'test_file': 'inductor/test_subgraph_choice'}, {'test_file': 'inductor/test_torchbind'}, {'test_file': 'inductor/test_xpu_basic'}, {'test_file': 'nn/test_pruning'}, {'test_file': 'test_pruning_op'}, {'test_file': 'test_autograd'}, {'test_file': 'test_utils'}, {'test_file': 'test_dataloader'}, {'test_file': 'test_nestedtensor'}, {'test_file': 'test_cuda'}, {'test_file': 'test_jit_fuser_te'}, {'test_file': 'test_overrides'}, {'test_file': 'functorch/test_ops'}, {'test_file': 'test_decomp'}, {'test_file': 'test_testing'}, {'test_file': 'test_ops'}, {'test_file': 'test_type_hints'}, {'test_file': 'test_modules'}, {'test_file': 'nn/test_parametrization'}, {'test_file': 'test_torch'}, {'test_file': 'profiler/test_memory_profiler'}, {'test_file': 'profiler/test_profiler'}, {'test_file': 'test_cuda_multigpu'}, {'test_file': 'test_jit'}, {'test_file': 'profiler/test_kineto'}, {'test_file': 'test_ci_sanity_check_fail'}, {'test_file': 'test_quantization'}, {'test_file': 'higher_order_ops/test_invoke_subgraph'}, {'test_file': 'test_matmul_cuda'}, {'test_file': 'test_fx'}, {'test_file': 'test_reductions'}, {'test_file': 'test_datapipe'}, {'test_file': 'profiler/test_torch_tidy'}, {'test_file': 'test_ops_jit'}, {'test_file': 'test_ao_sparsity'}, {'test_file': 'test_nn'}, {'test_file': 'functorch/test_aotdispatch'}, {'test_file': 'test_openreg'}, {'test_file': 'test_linalg'}, {'test_file': 'test_binary_ufuncs'}, {'test_file': 'test_public_bindings'}, {'test_file': 'test_transformers'}, {'test_file': 'test_transformers_privateuse1'}, {'test_file': 'test_cuda_expandable_segments'}, {'test_file': 'functorch/test_control_flow'}, {'test_file': 'test_hub'}, {'test_file': 'cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic'}, {'test_file': 'test_extension_utils'}, {'test_file': 'test_native_mha'}, {'test_file': 'test_optim'}, {'test_file': 'test_ops_gradients'}, {'test_file': 'test_sparse_semi_structured'}, {'test_file': 'test_mobile_optimizer'}, {'test_file': 'torch_np/numpy_tests/linalg/test_linalg'}, {'test_file': 'test_view_ops'}, {'test_file': 'nn/test_pooling'}, {'test_file': 'nn/test_convolution'}, {'test_file': 'nn/test_dropout'}, {'test_file': 'test_tensor_creation_ops'}, {'test_file': 'test_tensorboard'}, {'test_file': 'test_spectral_ops'}, {'test_file': 'test_serialization'}, {'test_file': 'doctests'}, {'test_file': 'test_foreach'}, {'test_file': 'test_cpp_extensions_aot_no_ninja'}, {'test_file': 'test_autocast'}, {'test_file': 'test_dispatch'}, {'test_file': 'test_autograd_fallback'}, {'test_file': 'test_custom_ops'}, {'test_file': 'test_functional_optim'}, {'test_file': 'test_functionalization_of_rng_ops'}, {'test_file': 'test_indexing'}, {'test_file': 'test_maskedtensor'}, {'test_file': 'test_numpy_interop'}, {'test_file': 'test_proxy_tensor'}, {'test_file': 'test_segment_reductions'}, {'test_file': 'test_sparse'}, {'test_file': 'test_unary_ufuncs'}, {'test_file': 'higher_order_ops/test_with_effects'}, {'test_file': 'test_fx_experimental'}, {'test_file': 'test_jit_autocast'}, {'test_file': 'torch_np/numpy_tests/core/test_scalar_methods'}, {'test_file': 'distributions/test_distributions'}, {'test_file': 'nn/test_embedding'}, {'test_file': 'benchmark_utils/test_benchmark_utils'}, {'test_file': 'functorch/test_ac'}, {'test_file': 'functorch/test_eager_transforms'}, {'test_file': 'functorch/test_vmap'}, {'test_file': 'lazy/test_debug_util'}, {'test_file': 'lazy/test_generator'}, {'test_file': 'lazy/test_reuse_ir'}, {'test_file': 'lazy/test_step_closures'}, {'test_file': 'lazy/test_ts_opinfo'}, {'test_file': 'nn/test_load_state_dict'}, {'test_file': 'nn/test_packed_sequence'}, {'test_file': 'profiler/test_execution_trace'}, {'test_file': 'profiler/test_record_function'}, {'test_file': 'test_cuda_sanitizer'}, {'test_file': 'test_cuda_trace'}, {'test_file': 'test_dlpack'}, {'test_file': 'test_dynamic_shapes'}, {'test_file': 'test_fake_tensor'}, {'test_file': 'test_file_check'}, {'test_file': 'test_flop_counter'}, {'test_file': 'test_function_schema'}, {'test_file': 'test_functionalization'}, {'test_file': 'test_fx_passes'}, {'test_file': 'test_fx_reinplace_pass'}, {'test_file': 'test_jit_llga_fuser'}, {'test_file': 'test_jiterator'}, {'test_file': 'test_legacy_vmap'}, {'test_file': 'test_meta'}, {'test_file': 'test_mkldnn'}, {'test_file': 'test_module_tracker'}, {'test_file': 'test_monitor'}, {'test_file': 'test_multiprocessing'}, {'test_file': 'test_multiprocessing_spawn'}, {'test_file': 'test_namedtensor'}, {'test_file': 'test_numba_integration'}, {'test_file': 'test_openmp'}, {'test_file': 'test_prims'}, {'test_file': 'test_python_dispatch'}, {'test_file': 'test_pytree'}, {'test_file': 'test_schema_check'}, {'test_file': 'test_shape_ops'}, {'test_file': 'test_sort_and_select'}, {'test_file': 'test_sparse_csr'}, {'test_file': 'test_stateless'}, {'test_file': 'test_subclass'}, {'test_file': 'test_tensorexpr'}, {'test_file': 'test_type_promotion'}, {'test_file': 'test_typing'}, {'test_file': 'test_vulkan'}, {'test_file': 'test_weak'}, {'test_file': 'test_xnnpack_integration'}, {'test_file': 'torch_np/numpy_tests/core/test_dtype'}, {'test_file': 'torch_np/numpy_tests/core/test_einsum'}, {'test_file': 'torch_np/numpy_tests/core/test_indexing'}, {'test_file': 'torch_np/numpy_tests/core/test_numeric'}, {'test_file': 'torch_np/numpy_tests/core/test_scalarmath'}, {'test_file': 'torch_np/numpy_tests/core/test_shape_base'}, {'test_file': 'torch_np/numpy_tests/lib/test_function_base'}, {'test_file': 'torch_np/numpy_tests/lib/test_histograms'}, {'test_file': 'torch_np/numpy_tests/lib/test_twodim_base'}, {'test_file': 'torch_np/test_basic'}, {'test_file': 'torch_np/test_reductions'}, {'test_file': 'backends/xeon/test_launch'}, {'test_file': 'cpp_extensions/python_agnostic_extension/test/test_python_agnostic'}, {'test_file': 'distributions/test_constraints'}, {'test_file': 'functorch/test_ac_knapsack'}, {'test_file': 'functorch/test_ac_logging'}, {'test_file': 'functorch/test_aot_joint_with_descriptors'}, {'test_file': 'functorch/test_logging'}, {'test_file': 'functorch/test_minifier'}, {'test_file': 'functorch/test_vmap_registrations'}, {'test_file': 'higher_order_ops/test_invoke_quant'}, {'test_file': 'lazy/test_bindings'}, {'test_file': 'lazy/test_functionalization'}, {'test_file': 'nn/test_init'}, {'test_file': 'nn/test_lazy_modules'}, {'test_file': 'nn/test_module_hooks'}, {'test_file': 'optim/test_lrscheduler'}, {'test_file': 'optim/test_optim'}, {'test_file': 'optim/test_swa_utils'}, {'test_file': 'profiler/test_cpp_thread'}, {'test_file': 'profiler/test_profiler_tree'}, {'test_file': 'profiler/test_python_tracer'}, {'test_file': 'test_accelerator'}, {'test_file': 'test_appending_byte_serializer'}, {'test_file': 'test_autoload'}, {'test_file': 'test_autoload_disable'}, {'test_file': 'test_autoload_enable'}, {'test_file': 'test_bundled_inputs'}, {'test_file': 'test_comparison_utils'}, {'test_file': 'test_compile_benchmark_util'}, {'test_file': 'test_complex'}, {'test_file': 'test_content_store'}, {'test_file': 'test_cpp_api_parity'}, {'test_file': 'test_cpp_extensions_aot_ninja'}, {'test_file': 'test_cpp_extensions_jit'}, {'test_file': 'test_cpp_extensions_mtia_backend'}, {'test_file': 'test_cpp_extensions_stream_and_event'}, {'test_file': 'test_cuda_primary_ctx'}, {'test_file': 'test_expanded_weights'}, {'test_file': 'test_functional_autograd_benchmark'}, {'test_file': 'test_futures'}, {'test_file': 'test_hop_infra'}, {'test_file': 'test_import_stats'}, {'test_file': 'test_itt'}, {'test_file': 'test_jit_disabled'}, {'test_file': 'test_license'}, {'test_file': 'test_logging'}, {'test_file': 'test_masked'}, {'test_file': 'test_mkl_verbose'}, {'test_file': 'test_mkldnn_fusion'}, {'test_file': 'test_mkldnn_verbose'}, {'test_file': 'test_namedtuple_return_api'}, {'test_file': 'test_native_functions'}, {'test_file': 'test_numa_binding'}, {'test_file': 'test_ops_fwd_gradients'}, {'test_file': 'test_out_dtype_op'}, {'test_file': 'test_package'}, {'test_file': 'test_per_overload_api'}, {'test_file': 'test_rename_privateuse1_to_existing_device'}, {'test_file': 'test_scatter_gather_ops'}, {'test_file': 'test_set_default_mobile_cpu_allocator'}, {'test_file': 'test_show_pickle'}, {'test_file': 'test_sympy_utils'}, {'test_file': 'test_tensorexpr_pybind'}, {'test_file': 'test_type_info'}, {'test_file': 'test_utils_config_module'}, {'test_file': 'test_utils_filelock'}, {'test_file': 'torch_np/numpy_tests/core/test_dlpack'}, {'test_file': 'torch_np/numpy_tests/core/test_getlimits'}, {'test_file': 'torch_np/numpy_tests/core/test_numerictypes'}, {'test_file': 'torch_np/numpy_tests/core/test_scalar_ctors'}, {'test_file': 'torch_np/numpy_tests/core/test_scalarinherit'}, {'test_file': 'torch_np/numpy_tests/fft/test_helper'}, {'test_file': 'torch_np/numpy_tests/fft/test_pocketfft'}, {'test_file': 'torch_np/numpy_tests/lib/test_arraypad'}, {'test_file': 'torch_np/numpy_tests/lib/test_arraysetops'}, {'test_file': 'torch_np/numpy_tests/lib/test_index_tricks'}, {'test_file': 'torch_np/numpy_tests/lib/test_shape_base_'}, {'test_file': 'torch_np/numpy_tests/lib/test_type_check'}, {'test_file': 'torch_np/test_binary_ufuncs'}, {'test_file': 'torch_np/test_dtype'}, {'test_file': 'torch_np/test_function_base'}, {'test_file': 'torch_np/test_indexing'}, {'test_file': 'torch_np/test_ndarray_methods'}, {'test_file': 'torch_np/test_nep50_examples'}, {'test_file': 'torch_np/test_random'}, {'test_file': 'torch_np/test_scalars_0D_arrays'}, {'test_file': 'torch_np/test_ufuncs_basic'}, {'test_file': 'torch_np/test_unary_ufuncs'}, {'test_file': 'typing/test_python_operators'}, {'test_file': 'xpu/test_conv'}, {'test_file': 'xpu/test_fusion'}, {'test_file': 'xpu/test_gemm'}], 'excluded': []} from test/test-reports/td_exclusions-1163a47235d87005c5e6.json is not a benchmark record, skipping 2025-08-26T23:12:13.0302859Z warn(f"{result} from {filepath} is not a benchmark record, skipping") 2025-08-26T23:12:13.0380716Z Prepare all required actions 2025-08-26T23:12:13.0380933Z Getting action download info 2025-08-26T23:12:13.0395332Z ##[group]Run ./.github/actions/teardown-rocm 2025-08-26T23:12:13.0395479Z env: 2025-08-26T23:12:13.0395597Z GIT_DEFAULT_BRANCH: main 2025-08-26T23:12:13.0395757Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T23:12:13.0395961Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T23:12:13.0396149Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T23:12:13.0396558Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T23:12:13.0396944Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T23:12:13.0397082Z AWS_REGION: us-east-1 2025-08-26T23:12:13.0397271Z AWS_ACCESS_KEY_ID: *** 2025-08-26T23:12:13.0397467Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T23:12:13.0399476Z AWS_SESSION_TOKEN: *** 2025-08-26T23:12:13.0399757Z CONTAINER_NAME: d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 2025-08-26T23:12:13.0399960Z DEVICE_NAME: rocm 2025-08-26T23:12:13.0400090Z DEVICE_TYPE: AMD Instinct Mi325X VF 2025-08-26T23:12:13.0400230Z ##[endgroup] 2025-08-26T23:12:13.0407530Z ##[group]Run # ignore expansion of "docker ps -q" since it could be empty 2025-08-26T23:12:13.0407841Z # ignore expansion of "docker ps -q" since it could be empty 2025-08-26T23:12:13.0408024Z # shellcheck disable=SC2046 2025-08-26T23:12:13.0408183Z docker stop $(docker ps -q) || true 2025-08-26T23:12:13.0408336Z # Prune all stopped containers. 2025-08-26T23:12:13.0408488Z docker container prune -f 2025-08-26T23:12:13.0414133Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T23:12:13.0414305Z env: 2025-08-26T23:12:13.0414421Z GIT_DEFAULT_BRANCH: main 2025-08-26T23:12:13.0414583Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T23:12:13.0414789Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T23:12:13.0414978Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T23:12:13.0420385Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T23:12:13.0420777Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T23:12:13.0420906Z AWS_REGION: us-east-1 2025-08-26T23:12:13.0421047Z AWS_ACCESS_KEY_ID: *** 2025-08-26T23:12:13.0421213Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T23:12:13.0423263Z AWS_SESSION_TOKEN: *** 2025-08-26T23:12:13.0423448Z CONTAINER_NAME: d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 2025-08-26T23:12:13.0423641Z DEVICE_NAME: rocm 2025-08-26T23:12:13.0423760Z DEVICE_TYPE: AMD Instinct Mi325X VF 2025-08-26T23:12:13.0423898Z ##[endgroup] 2025-08-26T23:12:30.0846024Z d2a05c35e5f7 2025-08-26T23:12:33.7601169Z Deleted Containers: 2025-08-26T23:12:33.7601796Z d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 2025-08-26T23:12:33.7602182Z 2025-08-26T23:12:33.7610196Z Total reclaimed space: 11.05GB 2025-08-26T23:12:33.7645813Z Prepare all required actions 2025-08-26T23:12:33.7671201Z ##[group]Run ./.github/actions/diskspace-cleanup 2025-08-26T23:12:33.7671348Z with: 2025-08-26T23:12:33.7671452Z diskspace-cutoff: 70 2025-08-26T23:12:33.7671558Z env: 2025-08-26T23:12:33.7671654Z GIT_DEFAULT_BRANCH: main 2025-08-26T23:12:33.7671801Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T23:12:33.7673427Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T23:12:33.7673611Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T23:12:33.7674159Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T23:12:33.7674596Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T23:12:33.7674723Z AWS_REGION: us-east-1 2025-08-26T23:12:33.7674887Z AWS_ACCESS_KEY_ID: *** 2025-08-26T23:12:33.7675048Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T23:12:33.7677043Z AWS_SESSION_TOKEN: *** 2025-08-26T23:12:33.7677229Z CONTAINER_NAME: d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 2025-08-26T23:12:33.7678812Z DEVICE_NAME: rocm 2025-08-26T23:12:33.7678929Z DEVICE_TYPE: AMD Instinct Mi325X VF 2025-08-26T23:12:33.7679058Z ##[endgroup] 2025-08-26T23:12:33.7692403Z ##[group]Run set -ex 2025-08-26T23:12:33.7692537Z set -ex 2025-08-26T23:12:33.7692648Z diskspace_cutoff=70 2025-08-26T23:12:33.7692813Z docker_root_dir=$(docker info -f '{{.DockerRootDir}}') 2025-08-26T23:12:33.7692991Z if [ ! -d "$docker_root_dir" ]; then 2025-08-26T23:12:33.7693206Z  echo "Docker root directory ($docker_root_dir) does not exist. Skipping disk space check." 2025-08-26T23:12:33.7693403Z  exit 0 2025-08-26T23:12:33.7693508Z fi 2025-08-26T23:12:33.7695235Z diskspace=$(df -H --output=pcent ${docker_root_dir} | sed -n 2p | sed 's/%//' | sed 's/ //') 2025-08-26T23:12:33.7695589Z msg="Please file an issue on pytorch/pytorch reporting the faulty runner. Include a link to the runner logs so the runner can be identified" 2025-08-26T23:12:33.7695995Z if [[ "$diskspace" -ge "$diskspace_cutoff" ]] ; then 2025-08-26T23:12:33.7696156Z  docker system prune -af 2025-08-26T23:12:33.7696365Z  diskspace_new=$(df -H --output=pcent ${docker_root_dir} | sed -n 2p | sed 's/%//' | sed 's/ //') 2025-08-26T23:12:33.7696594Z  if [[ "$diskspace_new" -gt "$diskspace_cutoff" ]] ; then 2025-08-26T23:12:33.7696843Z  echo "Error: Available diskspace is less than $diskspace_cutoff percent. Not enough diskspace." 2025-08-26T23:12:33.7697054Z  echo "$msg" 2025-08-26T23:12:33.7697176Z  exit 1 2025-08-26T23:12:33.7697285Z  else 2025-08-26T23:12:33.7697418Z  difference=$((diskspace - diskspace_new)) 2025-08-26T23:12:33.7699013Z  echo "Diskspace saved: $difference percent" 2025-08-26T23:12:33.7699169Z  fi 2025-08-26T23:12:33.7699266Z fi 2025-08-26T23:12:33.7704672Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-26T23:12:33.7704824Z env: 2025-08-26T23:12:33.7704925Z GIT_DEFAULT_BRANCH: main 2025-08-26T23:12:33.7705071Z RUNNER_ARTIFACT_DIR: /home/runner/_work/_temp/artifacts 2025-08-26T23:12:33.7705260Z RUNNER_TEST_RESULTS_DIR: /home/runner/_work/_temp/test-results 2025-08-26T23:12:33.7707073Z RUNNER_DOCS_DIR: /home/runner/_work/_temp/docs 2025-08-26T23:12:33.7707538Z GPU_FLAG: --device=/dev/mem --device=/dev/kfd --group-add 992 --device /dev/dri/renderD177 --group-add video --group-add 109 --group-add daemon --group-add bin --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --network=host 2025-08-26T23:12:33.7707915Z AWS_DEFAULT_REGION: us-east-1 2025-08-26T23:12:33.7708041Z AWS_REGION: us-east-1 2025-08-26T23:12:33.7708182Z AWS_ACCESS_KEY_ID: *** 2025-08-26T23:12:33.7708346Z AWS_SECRET_ACCESS_KEY: *** 2025-08-26T23:12:33.7710471Z AWS_SESSION_TOKEN: *** 2025-08-26T23:12:33.7710651Z CONTAINER_NAME: d2a05c35e5f73abe7b6db7a21f084b2e4bc42418063fe76eac017580bd592408 2025-08-26T23:12:33.7712283Z DEVICE_NAME: rocm 2025-08-26T23:12:33.7712405Z DEVICE_TYPE: AMD Instinct Mi325X VF 2025-08-26T23:12:33.7712535Z ##[endgroup] 2025-08-26T23:12:33.7737453Z + diskspace_cutoff=70 2025-08-26T23:12:33.7742442Z ++ docker info -f '{{.DockerRootDir}}' 2025-08-26T23:12:33.8129458Z + docker_root_dir=/home/runner/docker-data 2025-08-26T23:12:33.8129909Z + '[' '!' -d /home/runner/docker-data ']' 2025-08-26T23:12:33.8137056Z ++ df -H --output=pcent /home/runner/docker-data 2025-08-26T23:12:33.8137606Z ++ sed -n 2p 2025-08-26T23:12:33.8137729Z ++ sed s/%// 2025-08-26T23:12:33.8137831Z ++ sed 's/ //' 2025-08-26T23:12:33.8158263Z + diskspace=21 2025-08-26T23:12:33.8158611Z + msg='Please file an issue on pytorch/pytorch reporting the faulty runner. Include a link to the runner logs so the runner can be identified' 2025-08-26T23:12:33.8158896Z + [[ 21 -ge 70 ]] 2025-08-26T23:12:33.8194906Z Post job cleanup. 2025-08-26T23:12:33.8229344Z Post job cleanup. 2025-08-26T23:12:33.8929035Z Post job cleanup. 2025-08-26T23:12:33.9174396Z Logging out of registry 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-26T23:12:33.9421578Z Post job cleanup. 2025-08-26T23:12:34.0146431Z Post job cleanup. 2025-08-26T23:12:34.0182892Z Post job cleanup. 2025-08-26T23:12:34.0712506Z [command]/usr/bin/git version 2025-08-26T23:12:34.0744696Z git version 2.51.0 2025-08-26T23:12:34.0761989Z Copying '/home/runner/.gitconfig' to '/home/runner/_work/_temp/8320967b-f431-4394-b8e1-238bb1b29598/.gitconfig' 2025-08-26T23:12:34.0768808Z Temporarily overriding HOME='/home/runner/_work/_temp/8320967b-f431-4394-b8e1-238bb1b29598' before making global git config changes 2025-08-26T23:12:34.0769138Z Adding repository directory to the temporary git global config as a safe directory 2025-08-26T23:12:34.0771410Z [command]/usr/bin/git config --global --add safe.directory /home/runner/_work/pytorch/pytorch 2025-08-26T23:12:34.0792683Z [command]/usr/bin/git config --local --name-only --get-regexp core\.sshCommand 2025-08-26T23:12:34.0828753Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'core\.sshCommand' && git config --local --unset-all 'core.sshCommand' || :" 2025-08-26T23:12:34.1070539Z Entering 'android/libs/fbjni' 2025-08-26T23:12:34.1116119Z Entering 'third_party/FP16' 2025-08-26T23:12:34.1154349Z Entering 'third_party/FXdiv' 2025-08-26T23:12:34.1199982Z Entering 'third_party/NNPACK' 2025-08-26T23:12:34.1231911Z Entering 'third_party/NVTX' 2025-08-26T23:12:34.1264653Z Entering 'third_party/VulkanMemoryAllocator' 2025-08-26T23:12:34.1295395Z Entering 'third_party/XNNPACK' 2025-08-26T23:12:34.1337151Z Entering 'third_party/aiter' 2025-08-26T23:12:34.1379848Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-08-26T23:12:34.1419268Z Entering 'third_party/benchmark' 2025-08-26T23:12:34.1448357Z Entering 'third_party/composable_kernel' 2025-08-26T23:12:34.1494419Z Entering 'third_party/cpp-httplib' 2025-08-26T23:12:34.1532344Z Entering 'third_party/cpuinfo' 2025-08-26T23:12:34.1567341Z Entering 'third_party/cudnn_frontend' 2025-08-26T23:12:34.1596387Z Entering 'third_party/cutlass' 2025-08-26T23:12:34.1645955Z Entering 'third_party/fbgemm' 2025-08-26T23:12:34.1670654Z Entering 'third_party/fbgemm/external/asmjit' 2025-08-26T23:12:34.1706522Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-08-26T23:12:34.1734679Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-08-26T23:12:34.1763038Z Entering 'third_party/fbgemm/external/cutlass' 2025-08-26T23:12:34.1794544Z Entering 'third_party/fbgemm/external/googletest' 2025-08-26T23:12:34.1827078Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-08-26T23:12:34.1863958Z Entering 'third_party/fbgemm/external/json' 2025-08-26T23:12:34.1893230Z Entering 'third_party/flash-attention' 2025-08-26T23:12:34.1926844Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-08-26T23:12:34.1954916Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-08-26T23:12:34.1993642Z Entering 'third_party/flatbuffers' 2025-08-26T23:12:34.2035276Z Entering 'third_party/fmt' 2025-08-26T23:12:34.2067262Z Entering 'third_party/gemmlowp/gemmlowp' 2025-08-26T23:12:34.2104656Z Entering 'third_party/gloo' 2025-08-26T23:12:34.2143084Z Entering 'third_party/googletest' 2025-08-26T23:12:34.2174039Z Entering 'third_party/ideep' 2025-08-26T23:12:34.2202918Z Entering 'third_party/ideep/mkl-dnn' 2025-08-26T23:12:34.2232034Z Entering 'third_party/ittapi' 2025-08-26T23:12:34.2260462Z Entering 'third_party/kineto' 2025-08-26T23:12:34.2292756Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-08-26T23:12:34.2319937Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-08-26T23:12:34.2351381Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-08-26T23:12:34.2386092Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-08-26T23:12:34.2416786Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-08-26T23:12:34.2441949Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-08-26T23:12:34.2470681Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-08-26T23:12:34.2500363Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-08-26T23:12:34.2528278Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-08-26T23:12:34.2565845Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-08-26T23:12:34.2603425Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-08-26T23:12:34.2633735Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-08-26T23:12:34.2658973Z Entering 'third_party/kleidiai' 2025-08-26T23:12:34.2693776Z Entering 'third_party/mimalloc' 2025-08-26T23:12:34.2720125Z Entering 'third_party/nlohmann' 2025-08-26T23:12:34.2751660Z Entering 'third_party/onnx' 2025-08-26T23:12:34.2792727Z Entering 'third_party/onnx/third_party/pybind11' 2025-08-26T23:12:34.2825307Z Entering 'third_party/opentelemetry-cpp' 2025-08-26T23:12:34.2872849Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-08-26T23:12:34.2910088Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-08-26T23:12:34.2937681Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-08-26T23:12:34.2967318Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-08-26T23:12:34.2998163Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-08-26T23:12:34.3024795Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-08-26T23:12:34.3052896Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-08-26T23:12:34.3085058Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-08-26T23:12:34.3116905Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-08-26T23:12:34.3145506Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-08-26T23:12:34.3186684Z Entering 'third_party/pocketfft' 2025-08-26T23:12:34.3221001Z Entering 'third_party/protobuf' 2025-08-26T23:12:34.3258726Z Entering 'third_party/protobuf/third_party/benchmark' 2025-08-26T23:12:34.3292899Z Entering 'third_party/protobuf/third_party/googletest' 2025-08-26T23:12:34.3323419Z Entering 'third_party/psimd' 2025-08-26T23:12:34.3352199Z Entering 'third_party/pthreadpool' 2025-08-26T23:12:34.3387530Z Entering 'third_party/pybind11' 2025-08-26T23:12:34.3422392Z Entering 'third_party/python-peachpy' 2025-08-26T23:12:34.3453500Z Entering 'third_party/sleef' 2025-08-26T23:12:34.3491139Z Entering 'third_party/tensorpipe' 2025-08-26T23:12:34.3524113Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-08-26T23:12:34.3554857Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-08-26T23:12:34.3592427Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-08-26T23:12:34.3623341Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-08-26T23:12:34.3651009Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-08-26T23:12:34.3700294Z [command]/usr/bin/git config --local --name-only --get-regexp http\.https\:\/\/github\.com\/\.extraheader 2025-08-26T23:12:34.3718210Z http.https://github.com/.extraheader 2025-08-26T23:12:34.3724579Z [command]/usr/bin/git config --local --unset-all http.https://github.com/.extraheader 2025-08-26T23:12:34.3759133Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'http\.https\:\/\/github\.com\/\.extraheader' && git config --local --unset-all 'http.https://github.com/.extraheader' || :" 2025-08-26T23:12:34.3959334Z Entering 'android/libs/fbjni' 2025-08-26T23:12:34.3977395Z http.https://github.com/.extraheader 2025-08-26T23:12:34.4007858Z Entering 'third_party/FP16' 2025-08-26T23:12:34.4028884Z http.https://github.com/.extraheader 2025-08-26T23:12:34.4050766Z Entering 'third_party/FXdiv' 2025-08-26T23:12:34.4071405Z http.https://github.com/.extraheader 2025-08-26T23:12:34.4091845Z Entering 'third_party/NNPACK' 2025-08-26T23:12:34.4114677Z http.https://github.com/.extraheader 2025-08-26T23:12:34.4139012Z Entering 'third_party/NVTX' 2025-08-26T23:12:34.4161701Z http.https://github.com/.extraheader 2025-08-26T23:12:34.4188366Z Entering 'third_party/VulkanMemoryAllocator' 2025-08-26T23:12:34.4205485Z http.https://github.com/.extraheader 2025-08-26T23:12:34.4232674Z Entering 'third_party/XNNPACK' 2025-08-26T23:12:34.4249946Z http.https://github.com/.extraheader 2025-08-26T23:12:34.4288448Z Entering 'third_party/aiter' 2025-08-26T23:12:34.4304746Z http.https://github.com/.extraheader 2025-08-26T23:12:34.4332456Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-08-26T23:12:34.4352011Z http.https://github.com/.extraheader 2025-08-26T23:12:34.4384430Z Entering 'third_party/benchmark' 2025-08-26T23:12:34.4404213Z http.https://github.com/.extraheader 2025-08-26T23:12:34.4432239Z Entering 'third_party/composable_kernel' 2025-08-26T23:12:34.4452032Z http.https://github.com/.extraheader 2025-08-26T23:12:34.4482785Z Entering 'third_party/cpp-httplib' 2025-08-26T23:12:34.4508920Z http.https://github.com/.extraheader 2025-08-26T23:12:34.4530791Z Entering 'third_party/cpuinfo' 2025-08-26T23:12:34.4552023Z http.https://github.com/.extraheader 2025-08-26T23:12:34.4578144Z Entering 'third_party/cudnn_frontend' 2025-08-26T23:12:34.4600186Z http.https://github.com/.extraheader 2025-08-26T23:12:34.4624775Z Entering 'third_party/cutlass' 2025-08-26T23:12:34.4648460Z http.https://github.com/.extraheader 2025-08-26T23:12:34.4674209Z Entering 'third_party/fbgemm' 2025-08-26T23:12:34.4692812Z http.https://github.com/.extraheader 2025-08-26T23:12:34.4715869Z Entering 'third_party/fbgemm/external/asmjit' 2025-08-26T23:12:34.4730256Z http.https://github.com/.extraheader 2025-08-26T23:12:34.4756329Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-08-26T23:12:34.4775353Z http.https://github.com/.extraheader 2025-08-26T23:12:34.4799910Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-08-26T23:12:34.4814728Z http.https://github.com/.extraheader 2025-08-26T23:12:34.4843095Z Entering 'third_party/fbgemm/external/cutlass' 2025-08-26T23:12:34.4858805Z http.https://github.com/.extraheader 2025-08-26T23:12:34.4885658Z Entering 'third_party/fbgemm/external/googletest' 2025-08-26T23:12:34.4905245Z http.https://github.com/.extraheader 2025-08-26T23:12:34.4935439Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-08-26T23:12:34.4951432Z http.https://github.com/.extraheader 2025-08-26T23:12:34.4973780Z Entering 'third_party/fbgemm/external/json' 2025-08-26T23:12:34.4999360Z http.https://github.com/.extraheader 2025-08-26T23:12:34.5024880Z Entering 'third_party/flash-attention' 2025-08-26T23:12:34.5041617Z http.https://github.com/.extraheader 2025-08-26T23:12:34.5072774Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-08-26T23:12:34.5092116Z http.https://github.com/.extraheader 2025-08-26T23:12:34.5113358Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-08-26T23:12:34.5128777Z http.https://github.com/.extraheader 2025-08-26T23:12:34.5159611Z Entering 'third_party/flatbuffers' 2025-08-26T23:12:34.5175907Z http.https://github.com/.extraheader 2025-08-26T23:12:34.5205381Z Entering 'third_party/fmt' 2025-08-26T23:12:34.5220967Z http.https://github.com/.extraheader 2025-08-26T23:12:34.5238463Z Entering 'third_party/gemmlowp/gemmlowp' 2025-08-26T23:12:34.5260556Z http.https://github.com/.extraheader 2025-08-26T23:12:34.5281507Z Entering 'third_party/gloo' 2025-08-26T23:12:34.5298241Z http.https://github.com/.extraheader 2025-08-26T23:12:34.5318824Z Entering 'third_party/googletest' 2025-08-26T23:12:34.5341563Z http.https://github.com/.extraheader 2025-08-26T23:12:34.5361762Z Entering 'third_party/ideep' 2025-08-26T23:12:34.5390413Z http.https://github.com/.extraheader 2025-08-26T23:12:34.5406301Z Entering 'third_party/ideep/mkl-dnn' 2025-08-26T23:12:34.5423871Z http.https://github.com/.extraheader 2025-08-26T23:12:34.5447903Z Entering 'third_party/ittapi' 2025-08-26T23:12:34.5469186Z http.https://github.com/.extraheader 2025-08-26T23:12:34.5492663Z Entering 'third_party/kineto' 2025-08-26T23:12:34.5512992Z http.https://github.com/.extraheader 2025-08-26T23:12:34.5531968Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-08-26T23:12:34.5547174Z http.https://github.com/.extraheader 2025-08-26T23:12:34.5566824Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-08-26T23:12:34.5583878Z http.https://github.com/.extraheader 2025-08-26T23:12:34.5606158Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-08-26T23:12:34.5623188Z http.https://github.com/.extraheader 2025-08-26T23:12:34.5644496Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-08-26T23:12:34.5663826Z http.https://github.com/.extraheader 2025-08-26T23:12:34.5683629Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-08-26T23:12:34.5701728Z http.https://github.com/.extraheader 2025-08-26T23:12:34.5730638Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-08-26T23:12:34.5749480Z http.https://github.com/.extraheader 2025-08-26T23:12:34.5774123Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-08-26T23:12:34.5799466Z http.https://github.com/.extraheader 2025-08-26T23:12:34.5824379Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-08-26T23:12:34.5844232Z http.https://github.com/.extraheader 2025-08-26T23:12:34.5873035Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-08-26T23:12:34.5888847Z http.https://github.com/.extraheader 2025-08-26T23:12:34.5912020Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-08-26T23:12:34.5927401Z http.https://github.com/.extraheader 2025-08-26T23:12:34.5954938Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-08-26T23:12:34.5975057Z http.https://github.com/.extraheader 2025-08-26T23:12:34.5995107Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-08-26T23:12:34.6012891Z http.https://github.com/.extraheader 2025-08-26T23:12:34.6036225Z Entering 'third_party/kleidiai' 2025-08-26T23:12:34.6058658Z http.https://github.com/.extraheader 2025-08-26T23:12:34.6078267Z Entering 'third_party/mimalloc' 2025-08-26T23:12:34.6092936Z http.https://github.com/.extraheader 2025-08-26T23:12:34.6119174Z Entering 'third_party/nlohmann' 2025-08-26T23:12:34.6135747Z http.https://github.com/.extraheader 2025-08-26T23:12:34.6155946Z Entering 'third_party/onnx' 2025-08-26T23:12:34.6171578Z http.https://github.com/.extraheader 2025-08-26T23:12:34.6202810Z Entering 'third_party/onnx/third_party/pybind11' 2025-08-26T23:12:34.6220881Z http.https://github.com/.extraheader 2025-08-26T23:12:34.6246718Z Entering 'third_party/opentelemetry-cpp' 2025-08-26T23:12:34.6270718Z http.https://github.com/.extraheader 2025-08-26T23:12:34.6291287Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-08-26T23:12:34.6306077Z http.https://github.com/.extraheader 2025-08-26T23:12:34.6324941Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-08-26T23:12:34.6343081Z http.https://github.com/.extraheader 2025-08-26T23:12:34.6365963Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-08-26T23:12:34.6381283Z http.https://github.com/.extraheader 2025-08-26T23:12:34.6404450Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-08-26T23:12:34.6423574Z http.https://github.com/.extraheader 2025-08-26T23:12:34.6443743Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-08-26T23:12:34.6458487Z http.https://github.com/.extraheader 2025-08-26T23:12:34.6478621Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-08-26T23:12:34.6500961Z http.https://github.com/.extraheader 2025-08-26T23:12:34.6518907Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-08-26T23:12:34.6533300Z http.https://github.com/.extraheader 2025-08-26T23:12:34.6553576Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-08-26T23:12:34.6569344Z http.https://github.com/.extraheader 2025-08-26T23:12:34.6594829Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-08-26T23:12:34.6613829Z http.https://github.com/.extraheader 2025-08-26T23:12:34.6635877Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-08-26T23:12:34.6655795Z http.https://github.com/.extraheader 2025-08-26T23:12:34.6693305Z Entering 'third_party/pocketfft' 2025-08-26T23:12:34.6713375Z http.https://github.com/.extraheader 2025-08-26T23:12:34.6740431Z Entering 'third_party/protobuf' 2025-08-26T23:12:34.6761624Z http.https://github.com/.extraheader 2025-08-26T23:12:34.6782347Z Entering 'third_party/protobuf/third_party/benchmark' 2025-08-26T23:12:34.6797450Z http.https://github.com/.extraheader 2025-08-26T23:12:34.6817625Z Entering 'third_party/protobuf/third_party/googletest' 2025-08-26T23:12:34.6833353Z http.https://github.com/.extraheader 2025-08-26T23:12:34.6856072Z Entering 'third_party/psimd' 2025-08-26T23:12:34.6872731Z http.https://github.com/.extraheader 2025-08-26T23:12:34.6899077Z Entering 'third_party/pthreadpool' 2025-08-26T23:12:34.6913782Z http.https://github.com/.extraheader 2025-08-26T23:12:34.6931715Z Entering 'third_party/pybind11' 2025-08-26T23:12:34.6953285Z http.https://github.com/.extraheader 2025-08-26T23:12:34.6976417Z Entering 'third_party/python-peachpy' 2025-08-26T23:12:34.6994589Z http.https://github.com/.extraheader 2025-08-26T23:12:34.7021021Z Entering 'third_party/sleef' 2025-08-26T23:12:34.7037187Z http.https://github.com/.extraheader 2025-08-26T23:12:34.7069788Z Entering 'third_party/tensorpipe' 2025-08-26T23:12:34.7085350Z http.https://github.com/.extraheader 2025-08-26T23:12:34.7105802Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-08-26T23:12:34.7127565Z http.https://github.com/.extraheader 2025-08-26T23:12:34.7144341Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-08-26T23:12:34.7163220Z http.https://github.com/.extraheader 2025-08-26T23:12:34.7183128Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-08-26T23:12:34.7203142Z http.https://github.com/.extraheader 2025-08-26T23:12:34.7222014Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-08-26T23:12:34.7237545Z http.https://github.com/.extraheader 2025-08-26T23:12:34.7256332Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-08-26T23:12:34.7271561Z http.https://github.com/.extraheader 2025-08-26T23:12:34.7411679Z Cleaning up orphan processes